commit 2ca68eb05b047711c25092c70a035797c439e6e6 · dekker.one/on-restart-benchmarks

+168

gbac.py

···

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       #!/usr/bin/env python3

     

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       import os

     

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       import sys

     

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       import time

     

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       import csv

     

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       MZNR_HOME = os.getcwd() + "/software/install/minizinc/bin"

     

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       os.environ["PATH"] = MZNR_HOME + ":" + os.environ["PATH"]

     

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       os.environ["MZN_SOLVER_PATH"] = (

     

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           os.getcwd() + "/software/install/gecode/share/minizinc/solvers"

     

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       )

     

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       import minizinc

     

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       MZA_HOME = os.getcwd() + "/software/mza"

     

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       sys.path.append(MZA_HOME)

     

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       mza_lib = os.getcwd() + "/software/install/mza/lib"

     

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       if sys.platform == "linux" or sys.platform == "linux2":

     

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           rerun = True

     

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           if not "LD_LIBRARY_PATH" in os.environ:

     

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               os.environ["LD_LIBRARY_PATH"] = mza_lib

     

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           elif not mza_lib in os.environ.get("LD_LIBRARY_PATH"):

     

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               os.environ["LD_LIBRARY_PATH"] += ":" + mza_lib

     

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           else:

     

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               rerun = False

     

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           if rerun:

     

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               os.execve(os.path.realpath(__file__), sys.argv, os.environ)

     

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       import mza

     

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       from mza import Instance

     

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       mza.DEBUG = False

     

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       SOLVER = "gecode_presolver"

     

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       PROTO_MODEL = "gbac/proto.uzn"

     

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       RESTART_MODEL = "gbac/on_restart.mzn"

     

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       DATA = [

     

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           "gbac/reduced_UD4-gbac.dzn",

     

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           "gbac/UD2-gbac.dzn",

     

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           "gbac/UD4-gbac.dzn",

     

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           "gbac/UD5-gbac.dzn",

     

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           "gbac/UD8-gbac.dzn",

     

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       ]

     

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       FN_ID = "f_lex_obj_i"

     

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       N_NBH = 2

     

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       ROUNDS = 1000

     

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       RUNS = 1

     

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       def gbac_restart(data_file):

     

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           os.environ["MZN_STDLIB_DIR"] = (

     

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               os.getcwd() + "/software/install/minizinc/share/minizinc"

     

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           )

     

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           gecode = minizinc.Solver.lookup("gecode")

     

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           inst = minizinc.Instance(gecode, minizinc.Model(RESTART_MODEL))

     

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           inst.add_file(data_file)

     

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           args = {

     

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               "--restart": "constant",

     

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               "--restart-scale": 500,

     

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               "--restart-limit": ROUNDS,

     

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           }

     

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           res = inst.solve(**args)

     

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           return (

     

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               res.statistics["flatTime"].total_seconds(),

     

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               (res.statistics["initTime"] + res.statistics["solveTime"]).total_seconds(),

     

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           )

     

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       def gbac_incr(data_file):

     

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           os.environ["MZN_STDLIB_DIR"] = os.getcwd() + "/software/mza/share/minizinc"

     

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           compile_time = 0.0

     

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           solve_time = 0.0

     

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           incumbent = None

     

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           start = time.perf_counter()

     

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           mza.set_rnd_seed(0)

     

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           inst = Instance(PROTO_MODEL, data_file, "gecode_presolver")

     

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           compile_time += time.perf_counter() - start

     

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           start = time.perf_counter()

     

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           status, sol = inst.solve()

     

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           solve_time += time.perf_counter() - start

     

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           # print(f"{status}: {sol}")

     

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           assert status in ["SAT", "OPT"]

     

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           incumbent = sol

     

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           for i in range(1, ROUNDS):

     

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               mza.set_rnd_seed(i)

     

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               inst.set_limit(500)

     

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               with inst.branch() as child:

     

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                   start = time.perf_counter()

     

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                   child.add_call("f_LNS_i", i % 2)

     

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                   compile_time += time.perf_counter() - start

     

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                   start = time.perf_counter()

     

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                   status, sol = child.solve()

     

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                   solve_time += time.perf_counter() - start

     

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                   # print(f"{status}: {sol}")

     

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                   if status == "SAT" or status == "OPT":

     

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                       incumbent = sol

     

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                   assert status != "ERROR"

     

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           return compile_time, solve_time

     

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       def gbac_redo(data_file):

     

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           os.environ["MZN_STDLIB_DIR"] = os.getcwd() + "/software/mza/share/minizinc"

     

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           compile_time = 0.0

     

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           solve_time = 0.0

     

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           incumbent = None

     

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           for i in range(ROUNDS):

     

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               start = time.perf_counter()

     

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               mza.set_rnd_seed(i)

     

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               inst = Instance(PROTO_MODEL, data_file, "gecode_presolver")

     

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               inst.output_dict(True)

     

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               limit = 0

     

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               if i > 0:

     

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                   inst.set_limit(500)

     

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                   assert incumbent is not None

     

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                   limit = 500

     

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                   inst.set_incumbent(incumbent)

     

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                   inst.add_call("f_LNS_i", i % 2)

     

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               compile_time += time.perf_counter() - start

     

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               start = time.perf_counter()

     

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               status, sol = inst.solve()

     

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               solve_time += time.perf_counter() - start

     

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               # print(

     

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               #     f"{i} {status}: [{ ', '.join([str(v) for k, v in sol.items()]) if isinstance(sol, dict) else sol}]"

     

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               # )

     

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               if status == "SAT" or status == "OPT":

     

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                   incumbent = sol

     

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               elif status == "ERROR":

     

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                   print("ERROR!!!!")

     

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                   exit(0)

     

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           return compile_time, solve_time

     

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       if __name__ == "__main__":

     

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           fieldnames = ["Configuration", "Data", "Compile Time (s)", "Solve Time (s)"]

     

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           writer = csv.writer(sys.stdout)

     

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           writer.writerow(fieldnames)

     

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           # --- Run Restart based strategy

     

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           for d in DATA:

     

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               t1, t2 = 0, 0

     

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               for i in range(RUNS):

     

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                   ct, st = gbac_restart(d)

     

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                   t1 += ct

     

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                   t2 += st

     

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               writer.writerow(["RBS", d, t1 / RUNS, t2 / RUNS])

     

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           # --- Run incremental rewriting

     

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           for d in DATA:

     

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               t1, t2 = 0, 0

     

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               for i in range(RUNS):

     

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                   ct, st = gbac_incr(d)

     

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                   t1 += ct

     

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                   t2 += st

     

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               writer.writerow(["Incr.", d, t1 / RUNS, t2 / RUNS])

     

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           # --- Run baseline

     

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           for d in DATA:

     

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               t1, t2 = 0, 0

     

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               for i in range(RUNS):

     

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                   ct, st = gbac_redo(d)

     

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                   t1 += ct * 10

     

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                   t2 += st * 10

     

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               writer.writerow(["Base", d, t1 / RUNS, t2 / RUNS])

+2 -2

gbac/UD2-gbac.dzn

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       w2 = 1;

     

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       course_load =  [6, 6, 6, 6, 6, 5, 5, 6, 6, 6, 6, 16, 5, 6, 6, 6, 5, 5, 5, 6, 5, 5, 6, 5, 6, 6, 6, 6, 6, 6, 5, 5, 5, 5, 7, 7, 5, 5, 7, 7, 7, 5, 5, 5, 6, 6, 6, 5, 7, 7, 5, 5, 7, 7, 6, 6, 7, 5, 5, 15, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 7, 5, 7, 7, 5, 5, 5, 7, 7, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 6, 6, 5, 6, 5, 5, 5, 6, 6, 5, 15, 17, 5, 5, 7, 7, 5, 6, 5, 6, 5, 5, 6, 6, 16, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 5, 5, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 5, 5, 6, 6, 6, 6, 6, 6, 6, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 10, 5, 5, 5, 6, 5, 5, 6, 6, 2, 1, 1, 1, 1, 3, 3, 3, 3, 5, 5, 5, 5, 5, 5, 5, 5, 5, 6, 5, 5, 6, 16, 6, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3, 15, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 5, 6, 5, 5, 5, 5, 5, 6, 5, 5, 6, 5, 5, 5, 5, 5, 6, 5, 5, 5, 5, 5, 5, 5, 5, 6, 5] ;

     

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       courses_of =  [{267, 268, 35, 39, 40, 45, 46, 47, 48, 49, 53, 189, 61, 62, 67, 103, 104, 105, 107, 108, 110, 115, 123}, {267, 268, 35, 38, 39, 40, 45, 46, 47, 48, 49, 53, 58, 62, 64, 67, 103, 104, 105, 107, 108, 109, 115}, {268, 16, 35, 36, 37, 38, 39, 40, 41, 42, 45, 46, 47, 48, 190, 191, 79, 98, 99, 103, 106, 115, 117}, {136, 268, 35, 36, 37, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 190, 191, 100, 101, 102, 103, 115, 117}, {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 147, 19, 22, 23, 24, 25, 31, 160, 186, 213, 215, 238, 111, 112, 239, 240, 241}, {2, 7, 8, 9, 10, 11, 13, 14, 16, 17, 147, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 160, 186, 187, 214, 216, 238, 111, 239, 240, 241, 116}, {41, 49, 50, 51, 52, 53, 54, 55, 56, 185, 57, 58, 59, 60, 184, 201, 210, 113, 120, 121, 122, 123, 124}, {49, 50, 52, 53, 54, 55, 56, 185, 57, 184, 60, 61, 62, 63, 64, 201, 202, 209, 210, 211, 108, 113, 121, 122, 123}, {41, 49, 50, 51, 53, 54, 55, 56, 185, 57, 184, 60, 65, 66, 67, 68, 69, 202, 210, 82, 113, 121, 123}, {188, 192, 193, 194, 195, 196, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 96, 97, 114, 118, 119}, {16, 17, 192, 193, 194, 195, 196, 70, 71, 72, 73, 74, 203, 78, 79, 80, 83, 85, 86, 87, 88, 89, 96, 97, 114, 118, 119}, {188, 192, 193, 194, 195, 196, 70, 71, 72, 73, 74, 77, 78, 79, 80, 90, 91, 92, 93, 94, 95, 96, 97, 114, 118, 119}, {128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 267, 139, 140, 141, 142, 155, 156, 158, 159, 197, 198, 199, 200, 85, 89, 243, 244, 249, 250, 251, 252}, {128, 2, 267, 140, 142, 143, 144, 145, 146, 147, 14, 148, 149, 150, 151, 153, 152, 154, 155, 27, 157, 159, 160, 242, 243, 244, 245, 246, 247, 248, 125, 127}, {128, 2, 131, 258, 5, 267, 140, 142, 143, 144, 14, 148, 149, 151, 152, 153, 154, 27, 155, 157, 159, 160, 33, 242, 243, 244, 245, 246, 247, 248, 125, 126}, {259, 260, 261, 262, 263, 264, 265, 266, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 177, 182, 183, 205, 207, 212, 253, 254, 255}, {259, 260, 261, 262, 263, 264, 265, 266, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 175, 176, 182, 183, 205, 207, 212, 253, 254, 255}, {259, 260, 261, 262, 263, 264, 265, 266, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 178, 179, 183, 204, 205, 206, 207, 212, 253, 254, 255}, {259, 260, 261, 262, 263, 264, 265, 266, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 175, 180, 181, 183, 204, 207, 208, 212, 253, 254, 255}, {256, 257, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237}] ;

     

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       precedes = array2d(precedences,1..2, [213, 15, 7, 33, 7, 215, 7, 216, 10, 11, 16, 17, 20, 33, 20, 215, 20, 216, 24, 33, 24, 215, 24, 216, 25, 33, 25, 215, 25, 216, 26, 33, 26, 215, 26, 216, 28, 33, 28, 215, 28, 216, 31, 147, 35, 48, 35, 64, 36, 48, 36, 64, 16, 48, 16, 64, 43, 48, 43, 64, 49, 58, 49, 59, 49, 64, 49, 65, 49, 122, 49, 41, 50, 58, 50, 59, 50, 64, 50, 65, 50, 122, 50, 41, 51, 58, 51, 59, 51, 64, 51, 65, 51, 122, 51, 41, 52, 58, 52, 59, 52, 64, 52, 108, 52, 65, 52, 122, 52, 41, 53, 58, 61, 58, 61, 59, 61, 63, 61, 64, 61, 65, 61, 122, 61, 41, 66, 69, 97, 70, 104, 105, 104, 191, 107, 48, 107, 64, 108, 48, 108, 64, 49, 48, 109, 48, 109, 64, 117, 48, 117, 108, 117, 64, 121, 59, 125, 5, 127, 150, 129, 125, 129, 85, 129, 142, 129, 5, 129, 154, 131, 126, 134, 133, 135, 125, 135, 85, 135, 142, 135, 5, 135, 154, 143, 144, 147, 125, 147, 85, 147, 142, 147, 5, 147, 154, 160, 125, 160, 85, 160, 142, 160, 2, 160, 5, 160, 154, 14, 125, 14, 85, 14, 142, 14, 5, 14, 154, 148, 125, 148, 85, 148, 142, 148, 5, 148, 154, 149, 152, 151, 153, 154, 258, 155, 125, 155, 85, 155, 142, 155, 5, 155, 154, 160, 33, 160, 215, 160, 216, 166, 212, 184, 185, 190, 105, 190, 191, 197, 125, 197, 85, 197, 142, 197, 5, 197, 154, 199, 125, 199, 85, 199, 142, 199, 5, 199, 154, 213, 33, 213, 215, 213, 216, 222, 227, 222, 229, 222, 236, 223, 227, 223, 229, 223, 236, 225, 227, 225, 229, 225, 236, 239, 24, 242, 125, 242, 85, 242, 142, 242, 5, 242, 154, 246, 125, 246, 85, 246, 142, 246, 5, 246, 154, 249, 125, 249, 85, 249, 142, 249, 5, 249, 154, 252, 125, 252, 85, 252, 142, 252, 5, 252, 154, 268, 48, 268, 64] );

     

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       undesirable = array2d(undesirables,1..2, [226, 2, 226, 5, 210, 3, 210, 6, 245, 1, 245, 4, 90, 3, 90, 6, 75, 2, 75, 5, 128, 2, 128, 5, 98, 2, 98, 5, 256, 3, 256, 6, 171, 3, 171, 6, 38, 2, 38, 5, 5, 1, 5, 4, 37, 3, 37, 6, 42, 2, 42, 5, 35, 1, 35, 4, 268, 1, 268, 4, 138, 3, 138, 6, 165, 1, 165, 4, 171, 2, 171, 5, 133, 3, 133, 6, 79, 3, 79, 6, 142, 3, 142, 6, 108, 3, 108, 6, 76, 2, 76, 5, 217, 3, 217, 6, 19, 3, 19, 6, 141, 1, 141, 4, 52, 2, 52, 5, 239, 2, 239, 5, 18, 1, 18, 4, 123, 1, 123, 4, 64, 3, 64, 6, 242, 3, 242, 6, 72, 2, 72, 5, 101, 3, 101, 6, 143, 1, 143, 4, 118, 3, 118, 6, 250, 3, 250, 6, 77, 3, 77, 6, 172, 2, 172, 5, 185, 1, 185, 4, 223, 1, 223, 4, 62, 3, 62, 6, 94, 3, 94, 6, 257, 2, 257, 5, 177, 3, 177, 6, 107, 3, 107, 6, 184, 3, 184, 6, 130, 1, 130, 4, 255, 3, 255, 6, 40, 3, 40, 6, 167, 1, 167, 4, 211, 1, 211, 4, 120, 1, 120, 4, 51, 1, 51, 4, 150, 2, 150, 5, 46, 3, 46, 6, 28, 1, 28, 4, 264, 3, 264, 6, 184, 2, 184, 5, 201, 2, 201, 5, 79, 1, 79, 4, 157, 1, 157, 4, 41, 3, 41, 6, 34, 3, 34, 6, 44, 3, 44, 6, 20, 3, 20, 6, 15, 2, 15, 5, 48, 1, 48, 4, 214, 3, 214, 6, 176, 3, 176, 6, 172, 3, 172, 6, 26, 1, 26, 4, 140, 1, 140, 4, 19, 1, 19, 4, 124, 3, 124, 6, 154, 3, 154, 6, 14, 1, 14, 4, 239, 1, 239, 4, 234, 1, 234, 4] );

     

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       18
       +
       precedes = array2d(1..n_precedences,1..2, [213, 15, 7, 33, 7, 215, 7, 216, 10, 11, 16, 17, 20, 33, 20, 215, 20, 216, 24, 33, 24, 215, 24, 216, 25, 33, 25, 215, 25, 216, 26, 33, 26, 215, 26, 216, 28, 33, 28, 215, 28, 216, 31, 147, 35, 48, 35, 64, 36, 48, 36, 64, 16, 48, 16, 64, 43, 48, 43, 64, 49, 58, 49, 59, 49, 64, 49, 65, 49, 122, 49, 41, 50, 58, 50, 59, 50, 64, 50, 65, 50, 122, 50, 41, 51, 58, 51, 59, 51, 64, 51, 65, 51, 122, 51, 41, 52, 58, 52, 59, 52, 64, 52, 108, 52, 65, 52, 122, 52, 41, 53, 58, 61, 58, 61, 59, 61, 63, 61, 64, 61, 65, 61, 122, 61, 41, 66, 69, 97, 70, 104, 105, 104, 191, 107, 48, 107, 64, 108, 48, 108, 64, 49, 48, 109, 48, 109, 64, 117, 48, 117, 108, 117, 64, 121, 59, 125, 5, 127, 150, 129, 125, 129, 85, 129, 142, 129, 5, 129, 154, 131, 126, 134, 133, 135, 125, 135, 85, 135, 142, 135, 5, 135, 154, 143, 144, 147, 125, 147, 85, 147, 142, 147, 5, 147, 154, 160, 125, 160, 85, 160, 142, 160, 2, 160, 5, 160, 154, 14, 125, 14, 85, 14, 142, 14, 5, 14, 154, 148, 125, 148, 85, 148, 142, 148, 5, 148, 154, 149, 152, 151, 153, 154, 258, 155, 125, 155, 85, 155, 142, 155, 5, 155, 154, 160, 33, 160, 215, 160, 216, 166, 212, 184, 185, 190, 105, 190, 191, 197, 125, 197, 85, 197, 142, 197, 5, 197, 154, 199, 125, 199, 85, 199, 142, 199, 5, 199, 154, 213, 33, 213, 215, 213, 216, 222, 227, 222, 229, 222, 236, 223, 227, 223, 229, 223, 236, 225, 227, 225, 229, 225, 236, 239, 24, 242, 125, 242, 85, 242, 142, 242, 5, 242, 154, 246, 125, 246, 85, 246, 142, 246, 5, 246, 154, 249, 125, 249, 85, 249, 142, 249, 5, 249, 154, 252, 125, 252, 85, 252, 142, 252, 5, 252, 154, 268, 48, 268, 64] );

     

       19
       19
       +
       undesirable = array2d(1..n_undesirables,1..2, [226, 2, 226, 5, 210, 3, 210, 6, 245, 1, 245, 4, 90, 3, 90, 6, 75, 2, 75, 5, 128, 2, 128, 5, 98, 2, 98, 5, 256, 3, 256, 6, 171, 3, 171, 6, 38, 2, 38, 5, 5, 1, 5, 4, 37, 3, 37, 6, 42, 2, 42, 5, 35, 1, 35, 4, 268, 1, 268, 4, 138, 3, 138, 6, 165, 1, 165, 4, 171, 2, 171, 5, 133, 3, 133, 6, 79, 3, 79, 6, 142, 3, 142, 6, 108, 3, 108, 6, 76, 2, 76, 5, 217, 3, 217, 6, 19, 3, 19, 6, 141, 1, 141, 4, 52, 2, 52, 5, 239, 2, 239, 5, 18, 1, 18, 4, 123, 1, 123, 4, 64, 3, 64, 6, 242, 3, 242, 6, 72, 2, 72, 5, 101, 3, 101, 6, 143, 1, 143, 4, 118, 3, 118, 6, 250, 3, 250, 6, 77, 3, 77, 6, 172, 2, 172, 5, 185, 1, 185, 4, 223, 1, 223, 4, 62, 3, 62, 6, 94, 3, 94, 6, 257, 2, 257, 5, 177, 3, 177, 6, 107, 3, 107, 6, 184, 3, 184, 6, 130, 1, 130, 4, 255, 3, 255, 6, 40, 3, 40, 6, 167, 1, 167, 4, 211, 1, 211, 4, 120, 1, 120, 4, 51, 1, 51, 4, 150, 2, 150, 5, 46, 3, 46, 6, 28, 1, 28, 4, 264, 3, 264, 6, 184, 2, 184, 5, 201, 2, 201, 5, 79, 1, 79, 4, 157, 1, 157, 4, 41, 3, 41, 6, 34, 3, 34, 6, 44, 3, 44, 6, 20, 3, 20, 6, 15, 2, 15, 5, 48, 1, 48, 4, 214, 3, 214, 6, 176, 3, 176, 6, 172, 3, 172, 6, 26, 1, 26, 4, 140, 1, 140, 4, 19, 1, 19, 4, 124, 3, 124, 6, 154, 3, 154, 6, 14, 1, 14, 4, 239, 1, 239, 4, 234, 1, 234, 4] );

     

       20
       20
        
       % {'c1079': 214, 'c412': 3, 'c1101': 223, 'c816': 147, 'c478': 53, 'c537': 93, 'c1146': 256, 'c676': 113, 'c489': 58, 'c527': 85, 'c420': 8, 'c526': 84, 'c446': 32, 'c431': 18, 'c922': 185, 'c1178': 265, 'c415': 4, 'c856': 173, 'c514': 75, 'c821': 149, 'c495': 61, 'c831': 156, 'c476': 51, 'c498': 64, 'c513': 74, 'c833': 157, 'c839': 161, 'c428': 15, 'c479': 54, 'c504': 68, 'c1072': 212, 'c1003': 194, 'c1105': 227, 'c455': 39, 'c828': 154, 'c865': 178, 'c532': 88, 'c1131': 245, 'c533': 89, 'c1137': 251, 'c1106': 228, 'c803': 136, 'c1065': 207, 'c1123': 238, 'c546': 100, 'c1179': 266, 'c519': 78, 'c474': 49, 'c718': 116, 'c598': 106, 'c1004': 195, 'c606': 109, 'c501': 65, 'c539': 95, 'c647': 111, 'c536': 92, 'c1062': 204, 'c812': 143, 'c848': 168, 'c1135': 249, 'c862': 177, 'c491': 59, 'c835': 159, 'c1096': 218, 'c798': 134, 'c1134': 248, 'c860': 175, 'c814': 145, 'c440': 26, 'c447': 33, 'c1185': 268, 'c871': 182, 'c419': 7, 'c1067': 209, 'c1097': 219, 'c806': 138, 'c1021': 197, 'c435': 21, 'c872': 183, 'c1127': 242, 'c1120': 236, 'c724': 118, 'c737': 121, 'c1063': 205, 'c502': 66, 'c1081': 215, 'c452': 36, 'c841': 163, 'c861': 176, 'c520': 79, 'c425': 12, 'c566': 105, 'c840': 162, 'c460': 43, 'c830': 155, 'c437': 23, 'c1132': 246, 'c1005': 196, 'c815': 146, 'c800': 135, 'c453': 37, 'c523': 81, 'c444': 30, 'c747': 124, 'c515': 76, 'c1122': 237, 'c852': 171, 'c738': 122, 'c510': 71, 'c1053': 201, 'c1099': 221, 'c426': 13, 'c795': 131, 'c721': 117, 'c409': 1, 'c487': 57, 'c1107': 229, 'c788': 125, 'c670': 112, 'c813': 144, 'c1102': 224, 'c599': 107, 'c461': 44, 'c1126': 241, 'c857': 174, 'c1125': 240, 'c869': 181, 'c450': 35, 'c429': 16, 'c1055': 202, 'c1147': 257, 'c506': 69, 'c1110': 231, 'c464': 47, 'c477': 52, 'c462': 45, 'c423': 11, 'c540': 96, 'c496': 62, 'c1142': 255, 'c1095': 217, 'c730': 120, 'c1047': 200, 'c422': 10, 'c1103': 225, 'c427': 14, 'c436': 22, 'c1071': 211, 'c1068': 210, 'c791': 128, 'c507': 70, 'c416': 5, 'c600': 108, 'c561': 103, 'c1001': 192, 'c449': 34, 'c1174': 261, 'c441': 27, 'c866': 179, 'c725': 119, 'c845': 165, 'c538': 94, 'c1184': 267, 'c1111': 232, 'c521': 80, 'c1064': 206, 'c853': 172, 'c432': 19, 'c933': 187, 'c524': 82, 'c454': 38, 'c475': 50, 'c810': 141, 'c849': 169, 'c1119': 235, 'c445': 31, 'c793': 129, 'c745': 123, 'c1066': 208, 'c1002': 193, 'c551': 101, 'c1138': 252, 'c834': 158, 'c804': 137, 'c531': 87, 'c921': 184, 'c534': 90, 'c1166': 259, 'c1140': 253, 'c1124': 239, 'c457': 41, 'c794': 130, 'c456': 40, 'c789': 126, 'c807': 139, 'c417': 6, 'c790': 127, 'c535': 91, 'c820': 148, 'c811': 142, 'c486': 56, 'c433': 20, 'c439': 25, 'c836': 160, 'c1057': 203, 'c868': 180, 'c421': 9, 'c997': 191, 'c1074': 213, 'c1104': 226, 'c544': 99, 'c541': 97, 'c463': 46, 'c1136': 250, 'c824': 152, 'c511': 72, 'c826': 153, 'c1022': 198, 'c458': 42, 'c1118': 234, 'c850': 170, 'c465': 48, 'c932': 186, 'c438': 24, 'c564': 104, 'c1129': 244, 'c494': 60, 'c822': 150, 'c516': 77, 'c1176': 263, 'c530': 86, 'c847': 167, 'c430': 17, 'c525': 83, 'c996': 190, 'c797': 133, 'c1128': 243, 'c1177': 264, 'c1175': 262, 'c1167': 260, 'c846': 166, 'c993': 189, 'c823': 151, 'c796': 132, 'c1133': 247, 'c808': 140, 'c1141': 254, 'c716': 115, 'c1046': 199, 'c607': 110, 'c543': 98, 'c443': 29, 'c1100': 222, 'c936': 188, 'c442': 28, 'c484': 55, 'c512': 73, 'c1109': 230, 'c1112': 233, 'c1148': 258, 'c411': 2, 'c844': 164, 'c678': 114, 'c497': 63, 'c503': 67, 'c1082': 216, 'c1098': 220, 'c554': 102}

+2 -2

gbac/UD4-gbac.dzn

···

       15
       15
        
       w2 = 1;

     

       16
       16
        
       course_load =  [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 12, 6, 6, 6, 6, 6, 6, 6, 12, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 12, 6, 6, 12, 6, 6, 6, 6, 12, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 12, 12, 6, 12, 6, 12, 12, 6, 6, 12, 6, 6, 6, 6, 6, 6, 6, 12, 12, 6, 6, 6, 6, 12, 6, 6, 6, 12, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 12, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6] ;

     

       17
       17
        
       courses_of =  [{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 131, 12, 13, 14, 135, 16, 136, 137, 132, 29, 30, 31, 32, 33, 34, 133, 36, 105, 107, 112, 113, 115, 116, 117, 118, 119}, {1, 2, 3, 4, 5, 6, 7, 131, 132, 10, 11, 133, 134, 135, 15, 136, 17, 18, 19, 20, 21, 29, 32, 35, 36, 137, 105, 107, 112, 113, 114, 115, 116, 117, 118, 119}, {1, 2, 3, 4, 5, 6, 7, 131, 132, 133, 135, 136, 13, 137, 16, 22, 23, 24, 25, 29, 34, 36, 105, 106, 107, 112, 113, 115, 116, 117, 118, 119}, {1, 2, 3, 4, 5, 6, 7, 131, 132, 133, 135, 136, 137, 19, 22, 24, 25, 26, 27, 28, 29, 35, 36, 105, 106, 107, 112, 113, 115, 116, 117, 118, 119}, {128, 130, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 111, 53, 54, 55, 58, 60, 61, 62}, {128, 129, 130, 37, 38, 39, 40, 41, 42, 43, 47, 48, 49, 50, 51, 53, 54, 55, 57, 58, 59, 62}, {128, 37, 38, 39, 40, 41, 42, 43, 44, 46, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 61, 62}, {138, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 76, 84, 86, 87, 88, 90, 94, 108, 109, 120, 121, 122, 126, 127}, {138, 63, 64, 65, 66, 67, 68, 69, 70, 73, 77, 78, 79, 82, 84, 86, 87, 88, 90, 94, 108, 109, 111, 120, 121, 122, 126, 127}, {138, 19, 35, 63, 64, 65, 66, 67, 68, 69, 70, 80, 84, 86, 87, 88, 90, 94, 98, 104, 108, 109, 111, 120, 121, 122, 126, 127}, {138, 63, 64, 65, 66, 67, 68, 69, 70, 81, 84, 86, 87, 88, 89, 90, 94, 108, 109, 111, 120, 121, 122, 126, 127}, {138, 47, 63, 64, 65, 66, 67, 68, 69, 70, 74, 75, 83, 84, 85, 86, 87, 88, 94, 108, 109, 111, 120, 121, 122, 126, 127}, {64, 96, 97, 99, 102, 103, 123, 139, 111, 124, 125, 120, 89, 90, 91, 92, 93, 94, 95}, {64, 96, 100, 101, 102, 73, 123, 139, 110, 124, 125, 120, 89, 90, 91, 92, 93, 94, 95}, {64, 96, 98, 35, 102, 104, 123, 139, 124, 81, 19, 125, 120, 89, 90, 91, 92, 93, 94, 95}, {64, 96, 102, 73, 123, 139, 77, 78, 124, 125, 120, 89, 90, 91, 92, 93, 94, 95}] ;

     

       18
       18
       -
       precedes = array2d(precedences,1..2, [1, 5, 1, 18, 1, 20, 1, 27, 1, 28, 1, 36, 1, 114, 1, 117, 1, 118, 1, 134, 2, 5, 2, 18, 2, 20, 2, 27, 2, 28, 2, 36, 2, 114, 2, 117, 2, 118, 2, 134, 8, 5, 8, 18, 8, 20, 8, 27, 8, 28, 8, 36, 8, 114, 8, 117, 8, 118, 8, 134, 9, 5, 9, 18, 9, 20, 9, 27, 9, 28, 9, 36, 9, 114, 9, 117, 9, 118, 9, 134, 11, 5, 11, 18, 11, 20, 11, 27, 11, 28, 11, 36, 11, 114, 11, 117, 11, 118, 11, 134, 37, 111, 37, 49, 37, 60, 37, 61, 37, 62, 38, 111, 38, 49, 38, 60, 38, 61, 38, 62, 39, 111, 39, 49, 39, 60, 39, 61, 39, 62, 63, 66, 63, 69, 63, 70, 63, 76, 63, 77, 63, 78, 63, 81, 63, 87, 63, 127, 63, 138, 65, 66, 65, 69, 65, 70, 65, 76, 65, 77, 65, 78, 65, 81, 65, 87, 65, 127, 65, 138, 90, 66, 90, 69, 90, 70, 90, 76, 90, 77, 90, 78, 90, 81, 90, 87, 90, 127, 90, 138, 71, 66, 71, 69, 71, 70, 71, 76, 71, 77, 71, 78, 71, 81, 71, 87, 71, 127, 71, 138, 74, 66, 74, 69, 74, 70, 74, 76, 74, 77, 74, 78, 74, 81, 74, 87, 74, 127, 74, 138, 90, 111, 90, 99, 90, 100, 90, 101, 90, 110, 90, 139, 91, 111, 91, 99, 91, 100, 91, 101, 91, 81, 91, 77, 91, 78, 91, 110, 91, 139, 92, 111, 92, 99, 92, 100, 92, 101, 92, 81, 92, 77, 92, 78, 92, 110, 92, 139, 105, 5, 105, 18, 105, 20, 105, 27, 105, 28, 105, 36, 105, 114, 105, 117, 105, 118, 105, 134, 108, 66, 108, 69, 108, 70, 108, 76, 108, 77, 108, 78, 108, 81, 108, 87, 108, 127, 108, 138, 124, 111, 124, 99, 124, 100, 124, 101, 124, 81, 124, 77, 124, 78, 124, 110, 124, 139, 126, 66, 126, 69, 126, 70, 126, 76, 126, 77, 126, 78, 126, 81, 126, 87, 126, 127, 126, 138, 131, 5, 131, 18, 131, 20, 131, 27, 131, 28, 131, 36, 131, 114, 131, 117, 131, 118, 131, 134] );

     

       19
       19
       -
       undesirable = array2d(undesirables,1..2, [117, 2, 117, 5, 109, 3, 109, 6, 127, 1, 127, 4, 47, 3, 47, 6, 39, 2, 39, 5, 67, 2, 67, 5, 51, 2, 51, 5, 133, 3, 133, 6, 89, 3, 89, 6, 20, 2, 20, 5, 3, 1, 3, 4, 20, 3, 20, 6, 22, 2, 22, 5, 19, 1, 19, 4, 139, 1, 139, 4, 72, 3, 72, 6, 86, 1, 86, 4, 89, 2, 89, 5, 69, 3, 69, 6, 41, 3, 41, 6, 74, 3, 74, 6, 56, 3, 56, 6, 40, 2, 40, 5, 113, 3, 113, 6, 10, 3, 10, 6, 74, 1, 74, 4, 27, 2, 27, 5, 124, 2, 124, 5, 9, 1, 9, 4, 64, 1, 64, 4, 34, 3, 34, 6, 126, 3, 126, 6, 38, 2, 38, 5, 53, 3, 53, 6, 61, 3, 61, 6, 130, 3, 130, 6, 40, 3, 40, 6, 96, 1, 96, 4, 62, 3, 62, 6, 116, 1, 116, 4] );

     

       18
       18
       +
       precedes = array2d(1..n_precedences,1..2, [1, 5, 1, 18, 1, 20, 1, 27, 1, 28, 1, 36, 1, 114, 1, 117, 1, 118, 1, 134, 2, 5, 2, 18, 2, 20, 2, 27, 2, 28, 2, 36, 2, 114, 2, 117, 2, 118, 2, 134, 8, 5, 8, 18, 8, 20, 8, 27, 8, 28, 8, 36, 8, 114, 8, 117, 8, 118, 8, 134, 9, 5, 9, 18, 9, 20, 9, 27, 9, 28, 9, 36, 9, 114, 9, 117, 9, 118, 9, 134, 11, 5, 11, 18, 11, 20, 11, 27, 11, 28, 11, 36, 11, 114, 11, 117, 11, 118, 11, 134, 37, 111, 37, 49, 37, 60, 37, 61, 37, 62, 38, 111, 38, 49, 38, 60, 38, 61, 38, 62, 39, 111, 39, 49, 39, 60, 39, 61, 39, 62, 63, 66, 63, 69, 63, 70, 63, 76, 63, 77, 63, 78, 63, 81, 63, 87, 63, 127, 63, 138, 65, 66, 65, 69, 65, 70, 65, 76, 65, 77, 65, 78, 65, 81, 65, 87, 65, 127, 65, 138, 90, 66, 90, 69, 90, 70, 90, 76, 90, 77, 90, 78, 90, 81, 90, 87, 90, 127, 90, 138, 71, 66, 71, 69, 71, 70, 71, 76, 71, 77, 71, 78, 71, 81, 71, 87, 71, 127, 71, 138, 74, 66, 74, 69, 74, 70, 74, 76, 74, 77, 74, 78, 74, 81, 74, 87, 74, 127, 74, 138, 90, 111, 90, 99, 90, 100, 90, 101, 90, 110, 90, 139, 91, 111, 91, 99, 91, 100, 91, 101, 91, 81, 91, 77, 91, 78, 91, 110, 91, 139, 92, 111, 92, 99, 92, 100, 92, 101, 92, 81, 92, 77, 92, 78, 92, 110, 92, 139, 105, 5, 105, 18, 105, 20, 105, 27, 105, 28, 105, 36, 105, 114, 105, 117, 105, 118, 105, 134, 108, 66, 108, 69, 108, 70, 108, 76, 108, 77, 108, 78, 108, 81, 108, 87, 108, 127, 108, 138, 124, 111, 124, 99, 124, 100, 124, 101, 124, 81, 124, 77, 124, 78, 124, 110, 124, 139, 126, 66, 126, 69, 126, 70, 126, 76, 126, 77, 126, 78, 126, 81, 126, 87, 126, 127, 126, 138, 131, 5, 131, 18, 131, 20, 131, 27, 131, 28, 131, 36, 131, 114, 131, 117, 131, 118, 131, 134] );

     

       19
       19
       +
       undesirable = array2d(1..n_undesirables,1..2, [117, 2, 117, 5, 109, 3, 109, 6, 127, 1, 127, 4, 47, 3, 47, 6, 39, 2, 39, 5, 67, 2, 67, 5, 51, 2, 51, 5, 133, 3, 133, 6, 89, 3, 89, 6, 20, 2, 20, 5, 3, 1, 3, 4, 20, 3, 20, 6, 22, 2, 22, 5, 19, 1, 19, 4, 139, 1, 139, 4, 72, 3, 72, 6, 86, 1, 86, 4, 89, 2, 89, 5, 69, 3, 69, 6, 41, 3, 41, 6, 74, 3, 74, 6, 56, 3, 56, 6, 40, 2, 40, 5, 113, 3, 113, 6, 10, 3, 10, 6, 74, 1, 74, 4, 27, 2, 27, 5, 124, 2, 124, 5, 9, 1, 9, 4, 64, 1, 64, 4, 34, 3, 34, 6, 126, 3, 126, 6, 38, 2, 38, 5, 53, 3, 53, 6, 61, 3, 61, 6, 130, 3, 130, 6, 40, 3, 40, 6, 96, 1, 96, 4, 62, 3, 62, 6, 116, 1, 116, 4] );

     

       20
       20
        
       % {'c365': 78, 'c346': 64, 'c635': 117, 'c652': 128, 'c313': 32, 'c640': 121, 'c664': 139, 'c356': 72, 'c655': 130, 'c401': 103, 'c353': 70, 'c312': 31, 'c651': 127, 'c384': 92, 'c305': 24, 'c309': 28, 'c388': 96, 'c345': 63, 'c393': 99, 'c310': 29, 'c625': 111, 'c289': 8, 'c649': 125, 'c379': 88, 'c292': 11, 'c332': 50, 'c285': 4, 'c333': 51, 'c300': 19, 'c294': 13, 'c339': 57, 'c297': 16, 'c632': 114, 'c661': 136, 'c284': 3, 'c378': 87, 'c319': 38, 'c656': 131, 'c283': 2, 'c286': 5, 'c299': 18, 'c657': 132, 'c347': 65, 'c395': 101, 'c624': 110, 'c322': 41, 'c368': 80, 'c348': 66, 'c307': 26, 'c287': 6, 'c317': 36, 'c373': 84, 'c374': 85, 'c338': 56, 'c370': 82, 'c662': 137, 'c663': 138, 'c296': 15, 'c636': 118, 'c336': 54, 'c351': 68, 'c381': 89, 'c637': 119, 'c337': 55, 'c634': 116, 'c386': 94, 'c316': 35, 'c659': 134, 'c369': 81, 'c350': 67, 'c302': 21, 'c619': 107, 'c617': 105, 'c306': 25, 'c355': 71, 'c642': 123, 'c638': 120, 'c391': 98, 'c376': 86, 'c323': 42, 'c331': 49, 'c330': 48, 'c334': 52, 'c363': 76, 'c311': 30, 'c372': 83, 'c308': 27, 'c290': 9, 'c648': 124, 'c315': 34, 'c318': 37, 'c291': 10, 'c658': 133, 'c653': 129, 'c326': 45, 'c382': 90, 'c618': 106, 'c282': 1, 'c633': 115, 'c361': 74, 'c358': 73, 'c303': 22, 'c402': 104, 'c387': 95, 'c288': 7, 'c400': 102, 'c298': 17, 'c364': 77, 'c325': 44, 'c366': 79, 'c324': 43, 'c620': 108, 'c295': 14, 'c389': 97, 'c328': 47, 'c321': 40, 'c335': 53, 'c630': 112, 'c320': 39, 'c385': 93, 'c623': 109, 'c301': 20, 'c342': 60, 'c344': 62, 'c327': 46, 'c293': 12, 'c352': 69, 'c641': 122, 'c631': 113, 'c383': 91, 'c660': 135, 'c650': 126, 'c394': 100, 'c314': 33, 'c362': 75, 'c341': 59, 'c340': 58, 'c304': 23, 'c343': 61}

+2 -2

gbac/UD5-gbac.dzn

···

       15
       15
        
       w2 = 1;

     

       16
       16
        
       course_load =  [5, 5, 6, 5, 5, 6, 5, 6, 6, 5, 6, 5, 5, 5, 3, 6, 1, 1, 12, 6, 6, 6, 5, 6, 5, 5, 6, 5, 5, 6, 5, 6, 5, 6, 6, 6, 1, 1, 5, 5, 5, 3, 10, 6, 5, 5, 5, 5, 6, 6, 5, 5, 5, 6, 5, 5, 5, 6, 5, 6, 5, 5, 5, 5, 5, 5, 5, 3, 6, 1, 1, 10, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 6, 1, 1, 5, 6, 6, 5, 6, 5, 5, 6, 6, 5, 5, 5, 5, 5, 3, 6, 1, 1, 6, 6, 6, 5, 5, 5, 5, 6, 6, 6, 5, 6, 6, 6, 5, 5, 6, 3, 6, 12, 5, 5, 6, 5, 5, 5, 12, 6, 5, 5, 6, 5, 5, 5, 6, 6, 5, 6, 5, 5, 5, 5, 5, 6, 1, 1, 3, 5, 5, 5, 5, 5, 5, 5, 6, 5, 5, 5, 5, 5, 5, 5, 5, 5, 31, 5, 5, 5, 5, 5, 5, 5, 5, 11, 4, 1, 5, 5, 5, 5, 5, 6, 5, 3, 5, 20, 2, 6, 1, 1, 1, 5, 1, 10, 5, 1, 4, 5, 5, 5, 6, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 1, 12, 12, 9, 6, 6, 6, 3, 12, 12, 9, 6, 3, 6, 6, 3, 6, 12, 12, 9, 3, 6, 6, 6, 6, 3, 6, 9, 9, 9, 9, 9, 3, 9, 30, 6, 5, 5, 6, 5, 6, 7, 3, 6, 12, 1, 1, 5, 5, 5, 12, 5, 5, 12, 6, 9, 6, 3, 3, 3, 2, 6, 6, 6, 6, 30] ;

     

       17
       17
        
       courses_of =  [{178, 273, 152, 184, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 233, 234, 235, 236, 237, 252}, {178, 273, 152, 184, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 67, 68, 69, 70, 71, 202, 233, 234, 235, 236, 237, 252}, {178, 273, 152, 184, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 67, 68, 69, 70, 71, 202, 233, 234, 235, 236, 237, 252}, {178, 273, 152, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 184, 66, 67, 68, 69, 70, 71, 72, 233, 234, 235, 236, 237, 252}, {178, 273, 152, 153, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 184, 67, 68, 69, 70, 71, 72, 233, 234, 235, 236, 237, 252}, {178, 273, 152, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 184, 67, 68, 69, 70, 71, 72, 202, 233, 234, 235, 236, 237, 252}, {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 188, 191, 225, 226, 227, 230, 231, 232, 105, 106, 108, 115, 118}, {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 188, 191, 225, 226, 227, 230, 231, 232, 105, 106, 108, 115, 118}, {128, 4, 9, 11, 15, 16, 17, 18, 19, 22, 44, 45, 46, 47, 48, 225, 226, 227, 230, 231, 232, 105, 106, 108, 109, 110, 112, 113, 114, 115, 118, 119}, {128, 4, 6, 9, 11, 15, 16, 17, 18, 22, 44, 45, 46, 47, 48, 49, 225, 226, 227, 230, 231, 232, 105, 106, 108, 109, 110, 112, 113, 114, 115, 118, 119}, {2, 3, 5, 6, 7, 11, 15, 16, 17, 21, 161, 163, 164, 165, 166, 167, 168, 169, 170, 175, 192, 193, 225, 226, 227, 230, 231, 232, 105, 106, 108, 115, 118}, {256, 158, 31, 23, 24, 25, 26, 27, 28, 157, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 159, 176, 186, 187, 196, 197, 199, 216, 217, 218, 219, 220, 221, 222, 223, 224}, {128, 11, 276, 277, 282, 160, 161, 162, 163, 164, 45, 46, 177, 194, 195, 225, 226, 227, 228, 229, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 125, 126, 127}, {128, 11, 275, 276, 160, 161, 162, 163, 164, 45, 46, 177, 194, 195, 225, 226, 227, 228, 229, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127}, {128, 11, 275, 276, 277, 160, 161, 162, 163, 164, 45, 46, 177, 194, 195, 225, 226, 227, 228, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127}, {257, 258, 261, 270, 271, 272, 273, 278, 56, 215, 60, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 253, 255}, {257, 258, 129, 131, 261, 8, 270, 271, 272, 273, 278, 56, 60, 87, 88, 89, 90, 91, 92, 93, 96, 97, 98, 99, 101, 102, 103, 104, 253, 255}, {257, 258, 130, 131, 261, 270, 271, 272, 273, 278, 56, 57, 60, 87, 88, 89, 90, 91, 92, 93, 96, 97, 98, 99, 101, 102, 103, 104, 253, 255}, {171, 172, 173, 174, 189, 190, 200, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 207, 208, 209, 210, 211, 212, 213, 214, 247, 243, 201, 244, 245, 246, 248, 249, 250}, {171, 174, 182, 183, 189, 190, 200, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 207, 208, 209, 210, 211, 212, 213, 214, 247, 243, 201, 244, 245, 246, 248, 249, 250}, {161, 163, 174, 175, 181, 200, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 207, 208, 213, 214, 247, 243, 201, 244, 245, 246, 248, 249, 250, 251}, {171, 174, 181, 189, 190, 200, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 207, 208, 209, 210, 211, 212, 213, 214, 247, 243, 201, 244, 245, 246, 248, 249, 250}, {256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 278, 23, 24, 26, 27, 157, 31, 32, 33, 159, 39, 176, 88, 89, 99, 100, 253, 254, 255}, {256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 278, 23, 24, 26, 27, 157, 31, 32, 33, 159, 39, 176, 88, 89, 99, 100, 253, 254, 255}, {132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 274, 279, 154, 155, 156, 280, 281, 179, 180, 185, 205, 206, 238, 239, 240, 241, 242}, {132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 274, 147, 148, 149, 150, 151, 279, 280, 154, 155, 156, 281, 179, 180, 185, 204, 205, 206, 238, 239, 240, 241, 242}, {132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 274, 147, 148, 149, 150, 151, 279, 280, 154, 155, 156, 281, 179, 180, 185, 203, 205, 206, 238, 239, 240, 241, 242}, {132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 146, 147, 148, 149, 150, 151, 274, 279, 154, 155, 156, 280, 281, 185, 198, 238, 239, 240, 241, 242}, {132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 274, 147, 148, 149, 150, 151, 279, 280, 154, 155, 156, 281, 185, 198, 204, 238, 239, 240, 241, 242}, {132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 274, 147, 148, 149, 150, 151, 279, 280, 154, 155, 156, 281, 185, 198, 203, 238, 239, 240, 241, 242}, {132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 148, 149, 150, 151, 155, 179, 180, 185, 198, 205, 206, 238, 239, 240, 241, 242}] ;

     

       18
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       precedes = array2d(precedences,1..2, [105, 3, 105, 6, 105, 7, 105, 8, 105, 9, 105, 10, 105, 12, 105, 13, 105, 14, 105, 20, 105, 21, 105, 22, 105, 44, 105, 119, 105, 46, 105, 47, 105, 128, 105, 48, 105, 49, 105, 112, 105, 113, 105, 188, 29, 199, 30, 25, 30, 34, 30, 35, 30, 36, 30, 39, 30, 40, 30, 41, 30, 157, 30, 158, 30, 176, 30, 256, 30, 187, 30, 196, 30, 197, 32, 25, 32, 34, 32, 35, 32, 36, 32, 39, 32, 40, 32, 41, 32, 157, 32, 158, 32, 176, 32, 256, 32, 196, 58, 52, 58, 56, 58, 57, 58, 63, 58, 64, 58, 65, 58, 66, 58, 178, 58, 184, 257, 88, 257, 89, 257, 255, 257, 56, 257, 90, 257, 94, 257, 95, 257, 99, 257, 100, 257, 8, 257, 129, 257, 130, 257, 57, 257, 215, 105, 116, 105, 117, 105, 120, 105, 121, 105, 125, 105, 126, 105, 127, 105, 160, 105, 45, 105, 177, 139, 133, 139, 137, 139, 138, 139, 143, 139, 144, 139, 145, 139, 146, 139, 185, 139, 203, 140, 133, 140, 137, 140, 138, 140, 143, 140, 144, 140, 145, 140, 146, 140, 185, 140, 203, 159, 199, 187, 199, 230, 3, 230, 6, 230, 7, 230, 8, 230, 9, 230, 10, 230, 12, 230, 13, 230, 14, 230, 20, 230, 21, 230, 22, 230, 44, 230, 119, 230, 46, 230, 47, 230, 128, 230, 48, 230, 49, 230, 112, 230, 113, 230, 188, 233, 52, 233, 56, 233, 57, 233, 63, 233, 64, 233, 65, 233, 66, 233, 178, 233, 184, 238, 133, 238, 137, 238, 138, 238, 143, 238, 144, 238, 145, 238, 146, 238, 185, 238, 203, 252, 52, 252, 56, 252, 57, 252, 63, 252, 64, 252, 65, 252, 66, 252, 178, 252, 184, 257, 256, 257, 39, 257, 157, 257, 176, 257, 264, 257, 265, 257, 266, 257, 268, 257, 269, 261, 88, 261, 89, 261, 255, 261, 99, 261, 256, 261, 39, 261, 157, 261, 176, 261, 100, 261, 264, 261, 265, 261, 266, 261, 268, 261, 269, 261, 56, 261, 90, 261, 94, 261, 95, 261, 8, 261, 129, 261, 130, 261, 57, 261, 215, 271, 273, 271, 253, 271, 87, 271, 88, 271, 89, 271, 255, 271, 56, 271, 90, 271, 91, 271, 92, 271, 60, 271, 93, 271, 258, 271, 94, 271, 95, 271, 96, 271, 97, 271, 98, 271, 99, 271, 100, 271, 8, 271, 129, 271, 130, 271, 57, 271, 215, 16, 2, 16, 4, 16, 5, 16, 6, 16, 9, 16, 118, 16, 12, 16, 19, 16, 20, 16, 21, 16, 114, 16, 109, 16, 110, 16, 45, 16, 46, 16, 47, 16, 128, 16, 49, 16, 164, 16, 175, 16, 167, 16, 169, 16, 192, 24, 33, 26, 27, 36, 41, 114, 119, 109, 110, 46, 47, 56, 63, 69, 51, 69, 54, 69, 55, 69, 57, 69, 61, 69, 63, 69, 64, 69, 65, 69, 66, 69, 152, 69, 153, 69, 202, 70, 57, 70, 63, 70, 64, 70, 65, 70, 66, 70, 153, 70, 202, 84, 75, 84, 78, 84, 79, 84, 80, 84, 81, 84, 82, 84, 173, 84, 175, 84, 181, 84, 182, 84, 190, 84, 200, 84, 211, 84, 212, 84, 213, 84, 214, 84, 251, 85, 75, 85, 78, 85, 79, 85, 80, 85, 81, 85, 82, 85, 173, 85, 175, 85, 181, 85, 182, 85, 190, 85, 200, 85, 211, 85, 212, 85, 213, 85, 214, 85, 251, 86, 75, 86, 78, 86, 79, 86, 80, 86, 81, 86, 82, 86, 173, 86, 175, 86, 181, 86, 182, 86, 190, 86, 200, 86, 211, 86, 212, 86, 213, 86, 214, 86, 251, 94, 95, 102, 253, 102, 90, 102, 92, 102, 93, 102, 94, 102, 95, 102, 96, 102, 97, 102, 98, 102, 100, 102, 129, 102, 57, 112, 113, 123, 109, 123, 110, 123, 111, 123, 114, 123, 117, 123, 118, 123, 120, 123, 121, 123, 46, 123, 124, 123, 126, 123, 127, 123, 128, 123, 45, 123, 164, 123, 282, 137, 143, 148, 135, 148, 136, 148, 138, 148, 143, 148, 144, 148, 145, 148, 146, 148, 154, 148, 156, 148, 179, 148, 180, 148, 203, 148, 204, 149, 138, 149, 143, 149, 144, 149, 145, 149, 146, 149, 203, 149, 204, 165, 166, 186, 24, 186, 25, 186, 26, 186, 27, 186, 29, 186, 33, 186, 35, 186, 39, 186, 40, 186, 41, 186, 43, 186, 157, 186, 159, 186, 176, 186, 256, 186, 199, 193, 9, 193, 12, 193, 19, 193, 20, 193, 21, 193, 46, 193, 47, 193, 128, 193, 49, 193, 175, 193, 167, 193, 169, 193, 118, 193, 6, 205, 206, 218, 220, 225, 227, 234, 236, 250, 74, 157, 176, 270, 272] );

     

       19
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       undesirable = array2d(undesirables,1..2, [5, 1, 5, 3, 5, 5, 19, 1, 19, 3, 19, 5, 20, 2, 20, 4, 20, 6, 37, 1, 37, 3, 37, 5, 39, 2, 39, 4, 39, 6, 40, 2, 40, 4, 40, 6, 42, 2, 42, 4, 42, 6, 45, 1, 45, 3, 45, 5, 48, 2, 48, 4, 48, 6, 53, 1, 53, 3, 53, 5, 55, 2, 55, 4, 55, 6, 65, 2, 65, 4, 65, 6, 68, 2, 68, 4, 68, 6, 76, 2, 76, 4, 76, 6, 79, 2, 79, 4, 79, 6, 80, 1, 80, 3, 80, 5, 81, 2, 81, 4, 81, 6, 83, 2, 83, 4, 83, 6, 95, 2, 95, 4, 95, 6, 99, 2, 99, 4, 99, 6, 103, 2, 103, 4, 103, 6, 106, 2, 106, 4, 106, 6, 113, 2, 113, 4, 113, 6, 124, 2, 124, 4, 124, 6, 125, 2, 125, 4, 125, 6, 127, 1, 127, 3, 127, 5, 130, 1, 130, 3, 130, 5, 135, 2, 135, 4, 135, 6, 137, 1, 137, 3, 137, 5, 140, 2, 140, 4, 140, 6, 145, 2, 145, 4, 145, 6, 149, 2, 149, 4, 149, 6, 150, 1, 150, 3, 150, 5, 157, 1, 157, 3, 157, 5, 173, 1, 173, 3, 173, 5, 175, 1, 175, 3, 175, 5, 180, 2, 180, 4, 180, 6, 181, 1, 181, 3, 181, 5, 186, 2, 186, 4, 186, 6, 193, 2, 193, 4, 193, 6, 194, 1, 194, 3, 194, 5, 221, 2, 221, 4, 221, 6, 222, 1, 222, 3, 222, 5, 228, 2, 228, 4, 228, 6, 234, 1, 234, 3, 234, 5, 237, 1, 237, 3, 237, 5, 252, 1, 252, 3, 252, 5, 255, 2, 255, 4, 255, 6, 258, 1, 258, 3, 258, 5, 263, 2, 263, 4, 263, 6, 268, 2, 268, 4, 268, 6, 269, 2, 269, 4, 269, 6, 270, 2, 270, 4, 270, 6, 282, 1, 282, 3, 282, 5] );

     

       18
       18
       +
       precedes = array2d(1..n_precedences,1..2, [105, 3, 105, 6, 105, 7, 105, 8, 105, 9, 105, 10, 105, 12, 105, 13, 105, 14, 105, 20, 105, 21, 105, 22, 105, 44, 105, 119, 105, 46, 105, 47, 105, 128, 105, 48, 105, 49, 105, 112, 105, 113, 105, 188, 29, 199, 30, 25, 30, 34, 30, 35, 30, 36, 30, 39, 30, 40, 30, 41, 30, 157, 30, 158, 30, 176, 30, 256, 30, 187, 30, 196, 30, 197, 32, 25, 32, 34, 32, 35, 32, 36, 32, 39, 32, 40, 32, 41, 32, 157, 32, 158, 32, 176, 32, 256, 32, 196, 58, 52, 58, 56, 58, 57, 58, 63, 58, 64, 58, 65, 58, 66, 58, 178, 58, 184, 257, 88, 257, 89, 257, 255, 257, 56, 257, 90, 257, 94, 257, 95, 257, 99, 257, 100, 257, 8, 257, 129, 257, 130, 257, 57, 257, 215, 105, 116, 105, 117, 105, 120, 105, 121, 105, 125, 105, 126, 105, 127, 105, 160, 105, 45, 105, 177, 139, 133, 139, 137, 139, 138, 139, 143, 139, 144, 139, 145, 139, 146, 139, 185, 139, 203, 140, 133, 140, 137, 140, 138, 140, 143, 140, 144, 140, 145, 140, 146, 140, 185, 140, 203, 159, 199, 187, 199, 230, 3, 230, 6, 230, 7, 230, 8, 230, 9, 230, 10, 230, 12, 230, 13, 230, 14, 230, 20, 230, 21, 230, 22, 230, 44, 230, 119, 230, 46, 230, 47, 230, 128, 230, 48, 230, 49, 230, 112, 230, 113, 230, 188, 233, 52, 233, 56, 233, 57, 233, 63, 233, 64, 233, 65, 233, 66, 233, 178, 233, 184, 238, 133, 238, 137, 238, 138, 238, 143, 238, 144, 238, 145, 238, 146, 238, 185, 238, 203, 252, 52, 252, 56, 252, 57, 252, 63, 252, 64, 252, 65, 252, 66, 252, 178, 252, 184, 257, 256, 257, 39, 257, 157, 257, 176, 257, 264, 257, 265, 257, 266, 257, 268, 257, 269, 261, 88, 261, 89, 261, 255, 261, 99, 261, 256, 261, 39, 261, 157, 261, 176, 261, 100, 261, 264, 261, 265, 261, 266, 261, 268, 261, 269, 261, 56, 261, 90, 261, 94, 261, 95, 261, 8, 261, 129, 261, 130, 261, 57, 261, 215, 271, 273, 271, 253, 271, 87, 271, 88, 271, 89, 271, 255, 271, 56, 271, 90, 271, 91, 271, 92, 271, 60, 271, 93, 271, 258, 271, 94, 271, 95, 271, 96, 271, 97, 271, 98, 271, 99, 271, 100, 271, 8, 271, 129, 271, 130, 271, 57, 271, 215, 16, 2, 16, 4, 16, 5, 16, 6, 16, 9, 16, 118, 16, 12, 16, 19, 16, 20, 16, 21, 16, 114, 16, 109, 16, 110, 16, 45, 16, 46, 16, 47, 16, 128, 16, 49, 16, 164, 16, 175, 16, 167, 16, 169, 16, 192, 24, 33, 26, 27, 36, 41, 114, 119, 109, 110, 46, 47, 56, 63, 69, 51, 69, 54, 69, 55, 69, 57, 69, 61, 69, 63, 69, 64, 69, 65, 69, 66, 69, 152, 69, 153, 69, 202, 70, 57, 70, 63, 70, 64, 70, 65, 70, 66, 70, 153, 70, 202, 84, 75, 84, 78, 84, 79, 84, 80, 84, 81, 84, 82, 84, 173, 84, 175, 84, 181, 84, 182, 84, 190, 84, 200, 84, 211, 84, 212, 84, 213, 84, 214, 84, 251, 85, 75, 85, 78, 85, 79, 85, 80, 85, 81, 85, 82, 85, 173, 85, 175, 85, 181, 85, 182, 85, 190, 85, 200, 85, 211, 85, 212, 85, 213, 85, 214, 85, 251, 86, 75, 86, 78, 86, 79, 86, 80, 86, 81, 86, 82, 86, 173, 86, 175, 86, 181, 86, 182, 86, 190, 86, 200, 86, 211, 86, 212, 86, 213, 86, 214, 86, 251, 94, 95, 102, 253, 102, 90, 102, 92, 102, 93, 102, 94, 102, 95, 102, 96, 102, 97, 102, 98, 102, 100, 102, 129, 102, 57, 112, 113, 123, 109, 123, 110, 123, 111, 123, 114, 123, 117, 123, 118, 123, 120, 123, 121, 123, 46, 123, 124, 123, 126, 123, 127, 123, 128, 123, 45, 123, 164, 123, 282, 137, 143, 148, 135, 148, 136, 148, 138, 148, 143, 148, 144, 148, 145, 148, 146, 148, 154, 148, 156, 148, 179, 148, 180, 148, 203, 148, 204, 149, 138, 149, 143, 149, 144, 149, 145, 149, 146, 149, 203, 149, 204, 165, 166, 186, 24, 186, 25, 186, 26, 186, 27, 186, 29, 186, 33, 186, 35, 186, 39, 186, 40, 186, 41, 186, 43, 186, 157, 186, 159, 186, 176, 186, 256, 186, 199, 193, 9, 193, 12, 193, 19, 193, 20, 193, 21, 193, 46, 193, 47, 193, 128, 193, 49, 193, 175, 193, 167, 193, 169, 193, 118, 193, 6, 205, 206, 218, 220, 225, 227, 234, 236, 250, 74, 157, 176, 270, 272] );

     

       19
       19
       +
       undesirable = array2d(1..n_undesirables,1..2, [5, 1, 5, 3, 5, 5, 19, 1, 19, 3, 19, 5, 20, 2, 20, 4, 20, 6, 37, 1, 37, 3, 37, 5, 39, 2, 39, 4, 39, 6, 40, 2, 40, 4, 40, 6, 42, 2, 42, 4, 42, 6, 45, 1, 45, 3, 45, 5, 48, 2, 48, 4, 48, 6, 53, 1, 53, 3, 53, 5, 55, 2, 55, 4, 55, 6, 65, 2, 65, 4, 65, 6, 68, 2, 68, 4, 68, 6, 76, 2, 76, 4, 76, 6, 79, 2, 79, 4, 79, 6, 80, 1, 80, 3, 80, 5, 81, 2, 81, 4, 81, 6, 83, 2, 83, 4, 83, 6, 95, 2, 95, 4, 95, 6, 99, 2, 99, 4, 99, 6, 103, 2, 103, 4, 103, 6, 106, 2, 106, 4, 106, 6, 113, 2, 113, 4, 113, 6, 124, 2, 124, 4, 124, 6, 125, 2, 125, 4, 125, 6, 127, 1, 127, 3, 127, 5, 130, 1, 130, 3, 130, 5, 135, 2, 135, 4, 135, 6, 137, 1, 137, 3, 137, 5, 140, 2, 140, 4, 140, 6, 145, 2, 145, 4, 145, 6, 149, 2, 149, 4, 149, 6, 150, 1, 150, 3, 150, 5, 157, 1, 157, 3, 157, 5, 173, 1, 173, 3, 173, 5, 175, 1, 175, 3, 175, 5, 180, 2, 180, 4, 180, 6, 181, 1, 181, 3, 181, 5, 186, 2, 186, 4, 186, 6, 193, 2, 193, 4, 193, 6, 194, 1, 194, 3, 194, 5, 221, 2, 221, 4, 221, 6, 222, 1, 222, 3, 222, 5, 228, 2, 228, 4, 228, 6, 234, 1, 234, 3, 234, 5, 237, 1, 237, 3, 237, 5, 252, 1, 252, 3, 252, 5, 255, 2, 255, 4, 255, 6, 258, 1, 258, 3, 258, 5, 263, 2, 263, 4, 263, 6, 268, 2, 268, 4, 268, 6, 269, 2, 269, 4, 269, 6, 270, 2, 270, 4, 270, 6, 282, 1, 282, 3, 282, 5] );

     

       20
       20
        
       % {'c685': 133, 'c64': 36, 'c232': 120, 'c473': 131, 'c1239': 233, 'c188': 90, 'c217': 109, 'c58': 31, 'c61': 34, 'c118': 66, 'c73': 40, 'c980': 183, 'c695': 141, 'c253': 128, 'c104': 55, 'c1155': 207, 'c687': 134, 'c1298': 264, 'c770': 162, 'c1309': 273, 'c199': 97, 'c1278': 255, 'c1049': 192, 'c1249': 241, 'c207': 103, 'c162': 82, 'c935': 178, 'c1331': 278, 'c77': 42, 'c24': 12, 'c113': 61, 'c1077': 202, 'c1219': 221, 'c1274': 253, 'c33': 18, 'c1296': 262, 'c9': 2, 'c13': 5, 'c1233': 230, 'c219': 111, 'c88': 46, 'c216': 108, 'c89': 47, 'c150': 80, 'c223': 114, 'c1293': 259, 'c689': 135, 'c53': 28, 'c218': 110, 'c98': 51, 'c690': 136, 'c1059': 197, 'c208': 104, 'c1162': 212, 'c122': 68, 'c698': 143, 'c1328': 277, 'c1156': 208, 'c700': 145, 'c884': 174, 'c200': 98, 'c1264': 250, 'c468': 130, 'c52': 27, 'c198': 96, 'c1051': 194, 'c249': 127, 'c237': 123, 'c875': 170, 'c85': 45, 'c56': 30, 'c117': 65, 'c1291': 258, 'c1076': 201, 'c1226': 227, 'c1326': 275, 'c184': 88, 'c1157': 209, 'c1308': 272, 'c780': 167, 'c105': 56, 'c778': 166, 'c694': 140, 'c693': 139, 'c205': 102, 'c1220': 222, 'c189': 91, 'c51': 26, 'c704': 148, 'c247': 126, 'c1286': 257, 'c26': 13, 'c1307': 271, 'c691': 137, 'c946': 180, 'c125': 71, 'c910': 176, 'c945': 179, 'c1020': 188, 'c1246': 239, 'c1341': 282, 'c772': 163, 'c20': 10, 'c1230': 229, 'c1263': 249, 'c203': 100, 'c133': 75, 'c706': 150, 'c149': 79, 'c101': 53, 'c710': 151, 'c230': 118, 'c37': 22, 'c1266': 252, 'c72': 39, 'c696': 142, 'c1180': 215, 'c969': 182, 'c35': 20, 'c1237': 232, 'c124': 70, 'c59': 32, 'c1050': 193, 'c30': 16, 'c7': 1, 'c1224': 225, 'c143': 77, 'c110': 60, 'c1052': 195, 'c1241': 235, 'c1229': 228, 'c171': 84, 'c1301': 267, 'c123': 69, 'c71': 38, 'c1327': 276, 'c62': 35, 'c204': 101, 'c838': 169, 'c103': 54, 'c211': 105, 'c221': 113, 'c1305': 269, 'c137': 76, 'c14': 6, 'c99': 52, 'c163': 83, 'c734': 156, 'c767': 160, 'c60': 33, 'c742': 158, 'c732': 154, 'c705': 149, 'c49': 25, 'c19': 9, 'c1333': 280, 'c881': 171, 'c236': 122, 'c1043': 190, 'c108': 58, 'c193': 93, 'c1297': 263, 'c174': 86, 'c1257': 245, 'c23': 11, 'c1240': 234, 'c898': 175, 'c15': 7, 'c1306': 270, 'c233': 121, 'c148': 78, 'c29': 15, 'c1255': 243, 'c1078': 203, 'c97': 50, 'c106': 57, 'c1265': 251, 'c931': 177, 'c173': 85, 'c70': 37, 'c1260': 248, 'c115': 63, 'c1294': 260, 'c1325': 274, 'c683': 132, 'c153': 81, 'c1248': 240, 'c191': 92, 'c1299': 265, 'c220': 112, 'c1008': 186, 'c34': 19, 'c1223': 224, 'c201': 99, 'c231': 119, 'c1258': 246, 'c1144': 205, 'c883': 173, 'c225': 116, 'c999': 185, 'c769': 161, 'c197': 95, 'c183': 87, 'c185': 89, 'c55': 29, 'c1161': 211, 'c47': 24, 'c1282': 256, 'c1164': 214, 'c467': 129, 'c1235': 231, 'c27': 14, 'c1334': 281, 'c1250': 242, 'c116': 64, 'c746': 159, 'c701': 146, 'c114': 62, 'c91': 48, 'c722': 152, 'c1145': 206, 'c32': 17, 'c1217': 219, 'c1069': 199, 'c1256': 244, 'c196': 94, 'c1221': 223, 'c1300': 266, 'c126': 72, 'c1042': 189, 'c1225': 226, 'c781': 168, 'c227': 117, 'c80': 44, 'c1192': 217, 'c1295': 261, 'c1084': 204, 'c1061': 198, 'c109': 59, 'c243': 125, 'c773': 164, 'c1191': 216, 'c741': 157, 'c36': 21, 'c1275': 254, 'c1013': 187, 'c1075': 200, 'c777': 165, 'c1058': 196, 'c11': 3, 'c1244': 237, 'c74': 41, 'c1303': 268, 'c723': 153, 'c703': 147, 'c998': 184, 'c1163': 213, 'c733': 155, 'c92': 49, 'c1259': 247, 'c1332': 279, 'c12': 4, 'c1245': 238, 'c963': 181, 'c128': 73, 'c224': 115, 'c699': 144, 'c46': 23, 'c18': 8, 'c1218': 220, 'c212': 106, 'c1045': 191, 'c241': 124, 'c882': 172, 'c78': 43, 'c1216': 218, 'c132': 74, 'c1158': 210, 'c121': 67, 'c215': 107, 'c1242': 236, 'c692': 138}

+2 -2

gbac/UD8-gbac.dzn

···

       15
       15
        
       w2 = 1;

     

       16
       16
        
       course_load =  [6, 6, 6, 6, 6, 5, 5, 6, 6, 6, 6, 16, 5, 6, 6, 6, 5, 5, 5, 6, 5, 5, 6, 5, 6, 6, 6, 6, 6, 6, 5, 5, 5, 5, 7, 7, 5, 5, 7, 7, 7, 5, 5, 5, 6, 6, 6, 5, 7, 7, 5, 5, 7, 7, 6, 6, 7, 5, 5, 15, 5, 5, 5, 5, 5, 5, 5, 5, 5, 7, 5, 7, 7, 5, 5, 5, 7, 7, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 6, 6, 5, 6, 5, 6, 5, 5, 6, 6, 5, 15, 17, 5, 5, 7, 7, 5, 6, 5, 6, 5, 5, 6, 6, 16, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 5, 5, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 5, 5, 5, 6, 6, 6, 6, 6, 6, 6, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 6, 5, 5, 6, 6, 2, 1, 1, 1, 1, 5, 3, 3, 3, 3, 5, 5, 5, 5, 5, 5, 5, 6, 5, 5, 6, 16, 6, 7, 5] ;

     

       17
       17
        
       courses_of =  [{35, 39, 40, 45, 46, 47, 48, 49, 53, 181, 61, 62, 67, 102, 103, 104, 105, 107, 108, 109, 111, 116, 124}, {35, 38, 39, 40, 45, 46, 47, 48, 49, 53, 58, 62, 64, 67, 102, 103, 104, 105, 107, 108, 109, 110, 116}, {16, 35, 36, 37, 38, 39, 40, 41, 42, 45, 46, 47, 48, 182, 183, 78, 97, 98, 102, 103, 106, 116, 118}, {138, 35, 36, 37, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 182, 183, 99, 100, 101, 102, 103, 116, 118}, {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 149, 23, 25, 163, 178, 204, 206, 112, 113}, {2, 8, 9, 10, 11, 14, 16, 17, 19, 20, 149, 21, 22, 23, 24, 26, 27, 28, 29, 30, 25, 31, 32, 33, 34, 163, 179, 205, 207, 112, 117}, {41, 176, 177, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 189, 60, 194, 201, 114, 121, 122, 123, 124, 125}, {176, 177, 49, 50, 52, 53, 54, 55, 56, 57, 60, 189, 61, 62, 64, 63, 194, 195, 200, 201, 202, 108, 114, 122, 123, 124}, {41, 176, 177, 49, 50, 51, 53, 54, 55, 56, 57, 60, 189, 65, 66, 67, 68, 195, 201, 208, 81, 114, 122, 124}, {180, 184, 185, 186, 187, 188, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 95, 96, 115, 119, 120}, {16, 17, 184, 185, 186, 187, 188, 196, 69, 70, 71, 72, 73, 77, 78, 79, 82, 84, 85, 86, 87, 88, 95, 96, 115, 119, 120}, {180, 184, 185, 186, 187, 188, 69, 70, 71, 72, 73, 76, 77, 78, 79, 89, 90, 91, 92, 93, 94, 95, 96, 115, 119, 120}, {129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 158, 159, 161, 162, 190, 191, 192, 193, 84, 88, 109}, {128, 129, 2, 142, 14, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 27, 156, 157, 158, 160, 162, 163, 109, 126}, {129, 2, 132, 5, 142, 14, 144, 145, 146, 150, 151, 153, 154, 27, 155, 156, 158, 157, 160, 33, 162, 163, 109, 126, 127}, {164, 165, 166, 167, 168, 169, 170, 171, 172, 198, 203, 175}, {164, 165, 166, 167, 168, 169, 170, 171, 172, 198, 203, 175}, {164, 165, 166, 167, 168, 169, 170, 171, 197, 173, 198, 203}, {164, 165, 166, 167, 168, 169, 170, 171, 197, 199, 174, 203}] ;

     

       18
       18
       -
       precedes = array2d(precedences,1..2, [6, 33, 6, 206, 6, 207, 7, 33, 7, 206, 7, 207, 10, 11, 16, 17, 20, 33, 20, 206, 20, 207, 24, 33, 24, 206, 24, 207, 25, 33, 25, 206, 25, 207, 26, 33, 26, 206, 26, 207, 28, 33, 28, 206, 28, 207, 31, 149, 35, 48, 35, 64, 36, 48, 36, 64, 16, 48, 16, 64, 43, 48, 43, 64, 49, 59, 49, 64, 49, 65, 49, 123, 49, 41, 50, 59, 50, 64, 50, 65, 50, 123, 50, 41, 51, 59, 51, 64, 51, 65, 51, 123, 51, 41, 52, 59, 52, 64, 52, 108, 52, 65, 52, 123, 52, 41, 53, 58, 61, 59, 61, 63, 61, 64, 61, 65, 61, 123, 61, 41, 66, 68, 96, 69, 102, 48, 102, 64, 104, 105, 104, 183, 107, 48, 107, 64, 108, 48, 108, 64, 49, 48, 110, 48, 110, 64, 118, 48, 118, 108, 118, 64, 122, 59, 126, 5, 128, 152, 130, 126, 130, 84, 130, 144, 130, 5, 130, 157, 132, 127, 135, 134, 136, 126, 136, 84, 136, 144, 136, 5, 136, 157, 137, 126, 137, 84, 137, 144, 137, 5, 137, 157, 145, 146, 149, 126, 149, 84, 149, 144, 149, 5, 149, 157, 163, 126, 163, 84, 163, 144, 163, 2, 163, 5, 163, 157, 14, 126, 14, 84, 14, 144, 14, 5, 14, 157, 150, 126, 150, 84, 150, 144, 150, 5, 150, 157, 151, 154, 153, 156, 157, 155, 158, 126, 158, 84, 158, 144, 158, 5, 158, 157, 163, 33, 163, 206, 163, 207, 166, 203, 176, 177, 182, 105, 182, 183, 189, 59, 189, 64, 189, 65, 189, 123, 189, 41, 190, 126, 190, 84, 190, 144, 190, 5, 190, 157, 192, 126, 192, 84, 192, 144, 192, 5, 192, 157, 204, 15] );

     

       19
       19
       -
       undesirable = array2d(undesirables,1..2, [4, 1, 4, 4, 14, 1, 14, 4, 15, 3, 15, 6, 22, 1, 22, 4, 27, 1, 27, 4, 29, 3, 29, 6, 30, 2, 30, 5, 31, 3, 31, 6, 33, 2, 33, 5, 36, 3, 36, 6, 40, 1, 40, 4, 40, 2, 40, 5, 48, 3, 48, 6, 50, 3, 50, 6, 56, 2, 56, 5, 58, 2, 58, 5, 59, 2, 59, 5, 60, 3, 60, 6, 61, 3, 61, 6, 70, 3, 70, 6, 73, 3, 73, 6, 76, 2, 76, 5, 79, 3, 79, 6, 83, 3, 83, 6, 84, 3, 84, 6, 92, 3, 92, 6, 93, 1, 93, 4, 96, 1, 96, 4, 100, 2, 100, 5, 101, 1, 101, 4, 103, 3, 103, 6, 104, 3, 104, 6, 107, 3, 107, 6, 110, 1, 110, 4, 110, 3, 110, 6, 111, 1, 111, 4, 116, 2, 116, 5, 128, 1, 128, 4, 129, 1, 129, 4, 133, 2, 133, 5, 133, 3, 133, 6, 134, 2, 134, 5, 137, 3, 137, 6, 143, 2, 143, 5, 143, 3, 143, 6, 144, 1, 144, 4, 163, 3, 163, 6, 164, 1, 164, 4, 169, 3, 169, 6, 173, 1, 173, 4, 175, 2, 175, 5, 186, 2, 186, 5, 188, 3, 188, 6, 190, 1, 190, 4, 194, 3, 194, 6, 198, 3, 198, 6, 199, 2, 199, 5, 199, 3, 199, 6, 205, 3, 205, 6, 208, 1, 208, 4] );

     

       18
       18
       +
       precedes = array2d(1..n_precedences,1..2, [6, 33, 6, 206, 6, 207, 7, 33, 7, 206, 7, 207, 10, 11, 16, 17, 20, 33, 20, 206, 20, 207, 24, 33, 24, 206, 24, 207, 25, 33, 25, 206, 25, 207, 26, 33, 26, 206, 26, 207, 28, 33, 28, 206, 28, 207, 31, 149, 35, 48, 35, 64, 36, 48, 36, 64, 16, 48, 16, 64, 43, 48, 43, 64, 49, 59, 49, 64, 49, 65, 49, 123, 49, 41, 50, 59, 50, 64, 50, 65, 50, 123, 50, 41, 51, 59, 51, 64, 51, 65, 51, 123, 51, 41, 52, 59, 52, 64, 52, 108, 52, 65, 52, 123, 52, 41, 53, 58, 61, 59, 61, 63, 61, 64, 61, 65, 61, 123, 61, 41, 66, 68, 96, 69, 102, 48, 102, 64, 104, 105, 104, 183, 107, 48, 107, 64, 108, 48, 108, 64, 49, 48, 110, 48, 110, 64, 118, 48, 118, 108, 118, 64, 122, 59, 126, 5, 128, 152, 130, 126, 130, 84, 130, 144, 130, 5, 130, 157, 132, 127, 135, 134, 136, 126, 136, 84, 136, 144, 136, 5, 136, 157, 137, 126, 137, 84, 137, 144, 137, 5, 137, 157, 145, 146, 149, 126, 149, 84, 149, 144, 149, 5, 149, 157, 163, 126, 163, 84, 163, 144, 163, 2, 163, 5, 163, 157, 14, 126, 14, 84, 14, 144, 14, 5, 14, 157, 150, 126, 150, 84, 150, 144, 150, 5, 150, 157, 151, 154, 153, 156, 157, 155, 158, 126, 158, 84, 158, 144, 158, 5, 158, 157, 163, 33, 163, 206, 163, 207, 166, 203, 176, 177, 182, 105, 182, 183, 189, 59, 189, 64, 189, 65, 189, 123, 189, 41, 190, 126, 190, 84, 190, 144, 190, 5, 190, 157, 192, 126, 192, 84, 192, 144, 192, 5, 192, 157, 204, 15] );

     

       19
       19
       +
       undesirable = array2d(1..n_undesirables,1..2, [4, 1, 4, 4, 14, 1, 14, 4, 15, 3, 15, 6, 22, 1, 22, 4, 27, 1, 27, 4, 29, 3, 29, 6, 30, 2, 30, 5, 31, 3, 31, 6, 33, 2, 33, 5, 36, 3, 36, 6, 40, 1, 40, 4, 40, 2, 40, 5, 48, 3, 48, 6, 50, 3, 50, 6, 56, 2, 56, 5, 58, 2, 58, 5, 59, 2, 59, 5, 60, 3, 60, 6, 61, 3, 61, 6, 70, 3, 70, 6, 73, 3, 73, 6, 76, 2, 76, 5, 79, 3, 79, 6, 83, 3, 83, 6, 84, 3, 84, 6, 92, 3, 92, 6, 93, 1, 93, 4, 96, 1, 96, 4, 100, 2, 100, 5, 101, 1, 101, 4, 103, 3, 103, 6, 104, 3, 104, 6, 107, 3, 107, 6, 110, 1, 110, 4, 110, 3, 110, 6, 111, 1, 111, 4, 116, 2, 116, 5, 128, 1, 128, 4, 129, 1, 129, 4, 133, 2, 133, 5, 133, 3, 133, 6, 134, 2, 134, 5, 137, 3, 137, 6, 143, 2, 143, 5, 143, 3, 143, 6, 144, 1, 144, 4, 163, 3, 163, 6, 164, 1, 164, 4, 169, 3, 169, 6, 173, 1, 173, 4, 175, 2, 175, 5, 186, 2, 186, 5, 188, 3, 188, 6, 190, 1, 190, 4, 194, 3, 194, 6, 198, 3, 198, 6, 199, 2, 199, 5, 199, 3, 199, 6, 205, 3, 205, 6, 208, 1, 208, 4] );

     

       20
       20
        
       % {'c824': 154, 'c543': 97, 'c825': 155, 'c433': 20, 'c417': 6, 'c527': 84, 'c546': 99, 'c415': 4, 'c993': 181, 'c501': 65, 'c1063': 198, 'c1002': 185, 'c478': 53, 'c833': 160, 'c794': 131, 'c456': 40, 'c1068': 201, 'c427': 14, 'c834': 161, 'c462': 45, 'c1057': 196, 'c454': 38, 'c512': 72, 'c820': 150, 'c1055': 195, 'c422': 10, 'c1046': 192, 'c441': 27, 'c1021': 190, 'c457': 41, 'c429': 16, 'c852': 169, 'c738': 123, 'c516': 76, 'c513': 73, 'c847': 167, 'c502': 66, 'c426': 13, 'c830': 158, 'c534': 89, 'c450': 35, 'c538': 93, 'c745': 124, 'c871': 175, 'c461': 44, 'c442': 28, 'c853': 170, 'c458': 42, 'c474': 49, 'c476': 51, 'c855': 171, 'c525': 82, 'c541': 96, 'c1047': 193, 'c793': 130, 'c411': 2, 'c465': 48, 'c533': 88, 'c599': 107, 'c475': 50, 'c484': 55, 'c437': 23, 'c1079': 205, 'c932': 178, 'c495': 61, 'c816': 149, 'c856': 172, 'c846': 166, 'c561': 103, 'c730': 121, 'c449': 34, 'c607': 111, 'c430': 17, 'c566': 105, 'c438': 24, 'c790': 128, 'c507': 69, 'c455': 39, 'c718': 117, 'c789': 127, 'c536': 91, 'c443': 29, 'c835': 162, 'c845': 165, 'c445': 31, 'c1001': 184, 'c747': 125, 'c724': 119, 'c600': 108, 'c869': 174, 'c598': 106, 'c826': 156, 'c489': 58, 'c812': 145, 'c412': 3, 'c670': 113, 'c796': 133, 'c866': 173, 'c540': 95, 'c463': 46, 'c814': 147, 'c440': 26, 'c409': 1, 'c464': 47, 'c800': 136, 'c423': 11, 'c850': 168, 'c806': 140, 'c804': 139, 'c997': 183, 'c840': 164, 'c996': 182, 'c431': 18, 'c1074': 204, 'c460': 43, 'c1067': 200, 'c531': 86, 'c797': 134, 'c606': 110, 'c788': 126, 'c421': 9, 'c487': 57, 'c498': 64, 'c564': 104, 'c922': 177, 'c444': 30, 'c416': 5, 'c1014': 189, 'c503': 67, 'c1094': 208, 'c801': 137, 'c535': 90, 'c808': 142, 'c676': 114, 'c725': 120, 'c1053': 194, 'c530': 85, 'c491': 59, 'c479': 54, 'c537': 92, 'c1003': 186, 'c1082': 207, 'c836': 163, 'c477': 52, 'c795': 132, 'c496': 62, 'c936': 180, 'c544': 98, 'c737': 122, 'c1071': 202, 'c828': 157, 'c494': 60, 'c716': 116, 'c506': 68, 'c446': 32, 'c511': 71, 'c1066': 199, 'c524': 81, 'c497': 63, 'c1005': 188, 'c532': 87, 'c523': 80, 'c791': 129, 'c831': 159, 'c419': 7, 'c554': 101, 'c425': 12, 'c807': 141, 'c435': 21, 'c436': 22, 'c447': 33, 'c1062': 197, 'c823': 153, 'c1022': 191, 'c602': 109, 'c678': 115, 'c822': 152, 'c798': 135, 'c1072': 203, 'c813': 146, 'c515': 75, 'c428': 15, 'c811': 144, 'c510': 70, 'c721': 118, 'c486': 56, 'c432': 19, 'c1081': 206, 'c539': 94, 'c452': 36, 'c520': 78, 'c439': 25, 'c933': 179, 'c1004': 187, 'c921': 176, 'c526': 83, 'c514': 74, 'c560': 102, 'c519': 77, 'c803': 138, 'c453': 37, 'c647': 112, 'c521': 79, 'c810': 143, 'c551': 100, 'c420': 8, 'c815': 148, 'c821': 151}

+3 -2

gbac/gbac.mzn

···

       22
       22
        
       %

     

       23
       23
        
       %------------------------------------------------------------------------------%

     

       24
       24
        
       % Includes

     

       25
       25
       -
       include "globals.mzn";

     

       25
       25
       +
       include "global_cardinality_low_up_closed.mzn";

     

       26
       26
       +
       include "bin_packing_load.mzn";

     

       26
       27
        
       

     

       27
       28
        
       %------------------------------------------------------------------------------%

     

       28
       29
        
       % Parameters

     
···

       119
       120
        
       constraint trace("% init_area = \(ub(objective));\n", true);

     

       120
       121
        
       output

     

       121
       122
        
           ["objective = ", show(objective)] ++[";\n"] ++

     

       122
       122
       -
       ["period_of = ", show(period_of)] ++ [";\n"];

     

       123
       123
       +
       		["period_of = ", show(period_of)] ++ [";\n"];

+35

gbac/proto.mzn

···

       1
       1
       +
       include "gbac.mzn";

     

       2
       2
       +
       %-----------------------------------------------------------------------------%

     

       3
       3
       +
       % Objective

     

       4
       4
       +
       %-----------------------------------------------------------------------------%

     

       5
       5
       +
       

     

       6
       6
       +
       function int: uniform_set(set of int: S) =

     

       7
       7
       +
         if card(S) == max(S) - min(S) + 1 then

     

       8
       8
       +
           uniform(min(S),max(S))

     

       9
       9
       +
         else

     

       10
       10
       +
           [ i | i in S ][uniform(1,card(S))]

     

       11
       11
       +
         endif;

     

       12
       12
       +
       

     

       13
       13
       +
       

     

       14
       14
       +
       predicate random_allocation() = 

     

       15
       15
       +
         forall(i in courses) (

     

       16
       16
       +
           (uniform(1,100) < 80) -> (period_of[i] == sol(period_of[i]))

     

       17
       17
       +
         );

     

       18
       18
       +
       

     

       19
       19
       +
       predicate free_period() = 

     

       20
       20
       +
         let {

     

       21
       21
       +
           int: period = uniform_set(periods);

     

       22
       22
       +
         } in forall(i in courses) (

     

       23
       23
       +
           (sol(period_of[i]) != period) -> (period_of[i] == sol(period_of[i]))

     

       24
       24
       +
         );

     

       25
       25
       +
       

     

       26
       26
       +
       predicate LNS(int: choice) ::export =

     

       27
       27
       +
         objective < sol(objective) /\

     

       28
       28
       +
       	if choice == 0 then

     

       29
       29
       +
       		free_period()

     

       30
       30
       +
       	else

     

       31
       31
       +
       		random_allocation()

     

       32
       32
       +
       	endif;

     

       33
       33
       +
       

     

       34
       34
       +
       constraint output_this([objective] ++ period_of);

     

       35
       35
       +
       solve :: int_search(period_of,first_fail,indomain_min,complete)  satisfy;

+1397

gbac/proto.uzn

···

       1
       1
       +
       int: w1:: global_register(11);

     

       2
       2
       +
       array [int] of set of int: courses_of:: global_register(3);

     

       3
       3
       +
       int: n_precedences:: global_register(4);

     

       4
       4
       +
       int: max_courses:: global_register(7);

     

       5
       5
       +
       int: w2:: global_register(12);

     

       6
       6
       +
       array [int,int] of int: undesirable:: global_register(10);

     

       7
       7
       +
       int: n_curricula:: global_register(2);

     

       8
       8
       +
       array [int,int] of int: precedes:: global_register(5);

     

       9
       9
       +
       array [int] of int: course_load:: global_register(8);

     

       10
       10
       +
       int: n_undesirables:: global_register(9);

     

       11
       11
       +
       int: n_periods:: global_register(1);

     

       12
       12
       +
       int: min_courses:: global_register(6);

     

       13
       13
       +
       int: n_courses:: global_register(0);

     

       14
       14
       +
       predicate solve_this(int: mode,var int: objective,array [int] of var int: x,int: varsel,int: valsel);

     

       15
       15
       +
       predicate int_plus(var int: a,var int: b,var int: c);

     

       16
       16
       +
       predicate int_max(var int: a,var int: b,var int: c);

     

       17
       17
       +
       predicate int_minus(var int: x,var int: y,var int: z);

     

       18
       18
       +
       predicate gecode_bin_packing_load(array [int] of var int: l,array [int] of var int: bin,array [int] of int: w,int: minIndex);

     

       19
       19
       +
       predicate array_int_minimum(var int: m,array [int] of var int: x);

     

       20
       20
       +
       predicate int_min(var int: a,var int: b,var int: c);

     

       21
       21
       +
       predicate int_lin_le(array [int] of int: as,array [int] of var int: bs,int: c);

     

       22
       22
       +
       predicate fzn_global_cardinality_low_up_closed(array [int] of var int: x,array [int] of int: cover,array [int] of int: lbound,array [int] of int: ubound);

     

       23
       23
       +
       predicate output_this(array [int] of var int: arr);

     

       24
       24
       +
       predicate int_lin_eq_reif(array [int] of int: as,array [int] of var int: bs,int: c,var bool: r);

     

       25
       25
       +
       predicate array_int_maximum(var int: m,array [int] of var int: x);

     

       26
       26
       +
       predicate int_times(var int: a,var int: b,var int: c);

     

       27
       27
       +
       predicate int_sum(array [int] of var int: xs,var int: x);

     

       28
       28
       +
       predicate int_lin_eq(array [int] of int: as,array [int] of var int: bs,int: c);

     

       29
       29
       +
       predicate clause(array [$T] of var bool: x,array [$T] of var bool: y);

     

       30
       30
       +
       predicate clause(array [$T] of bool: x,array [$T] of bool: y);

     

       31
       31
       +
       predicate bool_clause(array [int] of var bool: as,array [int] of var bool: bs);

     

       32
       32
       +
       predicate bool_not(var bool: a,var bool: b);

     

       33
       33
       +
       @@@@@@@@@@

     

       34
       34
       +
       :mk_intvar: 1

     

       35
       35
       +
       :absent: 1

     

       36
       36
       +
       :infinity: 1

     

       37
       37
       +
       :boolean_domain: 0

     

       38
       38
       +
       :infinite_domain: 0

     

       39
       39
       +
       :uniform: 2

     

       40
       40
       +
       :sol: 1

     

       41
       41
       +
       :sort_by: 2

     

       42
       42
       +
       :floor: 1

     

       43
       43
       +
       :ceil: 1

     

       44
       44
       +
       :slice_Xd: 3

     

       45
       45
       +
       :array_Xd: 2

     

       46
       46
       +
       :index_set: 2

     

       47
       47
       +
       :internal_sort: 1

     

       48
       48
       +
       :f_op_not_b:FUN 1

     

       49
       49
       +
       NOT R0 R1

     

       50
       50
       +
       PUSH R1

     

       51
       51
       +
       RET

     

       52
       52
       +
       :f_op_not_vb:FUN 1

     

       53
       53
       +
       OPEN_AGGREGATION OTHER

     

       54
       54
       +
         BUILTIN boolean_domain

     

       55
       55
       +
         POP R1

     

       56
       56
       +
         CALL ROOT mk_intvar 0 R1

     

       57
       57
       +
         POP R2

     

       58
       58
       +
         CALL ROOT bool_not 1 R0 R2

     

       59
       59
       +
         PUSH R2

     

       60
       60
       +
         CLEAR R1 R2

     

       61
       61
       +
       CLOSE_AGGREGATION

     

       62
       62
       +
       POP R1

     

       63
       63
       +
       PUSH R1

     

       64
       64
       +
       RET

     

       65
       65
       +
       :d_op_not_b:FUN 1

     

       66
       66
       +
       ISPAR R0 R1

     

       67
       67
       +
       JMPIF R1 l0

     

       68
       68
       +
       JMP l1

     

       69
       69
       +
       l0: TCALL FUN f_op_not_b 0

     

       70
       70
       +
       l1: TCALL FUN f_op_not_vb 1

     

       71
       71
       +
       :bool_clause:ROOT 2

     

       72
       72
       +
       :bool_clause_reif:ROOT 3

     

       73
       73
       +
       CALL FUN d_op_not_b 0 R2

     

       74
       74
       +
       POP R3

     

       75
       75
       +
       OPEN_AGGREGATION VEC

     

       76
       76
       +
         PUSH R3

     

       77
       77
       +
       CLOSE_AGGREGATION

     

       78
       78
       +
       POP R4

     

       79
       79
       +
       OPEN_AGGREGATION VEC

     

       80
       80
       +
         ITER_ARRAY R1 l217

     

       81
       81
       +
         l216:   ITER_NEXT R6

     

       82
       82
       +
         PUSH R6

     

       83
       83
       +
         JMP l216

     

       84
       84
       +
         l217:   ITER_ARRAY R4 l219

     

       85
       85
       +
         l218:   ITER_NEXT R7

     

       86
       86
       +
         PUSH R7

     

       87
       87
       +
         JMP l218

     

       88
       88
       +
         l219:   CLEAR R6 R7

     

       89
       89
       +
       CLOSE_AGGREGATION

     

       90
       90
       +
       POP R5

     

       91
       91
       +
       IMMI 1 R6

     

       92
       92
       +
       BUILTIN index_set R0 R6

     

       93
       93
       +
       POP R7

     

       94
       94
       +
       ITER_ARRAY R7 l221

     

       95
       95
       +
       l220: ITER_NEXT R8

     

       96
       96
       +
       ITER_NEXT R9

     

       97
       97
       +
       ITER_RANGE R8 R9 l223

     

       98
       98
       +
       l222: ITER_NEXT R10

     

       99
       99
       +
       GET_ARRAY 1 R0 R10 R11 R12

     

       100
       100
       +
       OPEN_AGGREGATION OR

     

       101
       101
       +
         IMMI 0 R14

     

       102
       102
       +
         JMPIFNOT R12 l224

     

       103
       103
       +
         MOV R11 R14

     

       104
       104
       +
         l224:   PUSH R14

     

       105
       105
       +
         PUSH R3

     

       106
       106
       +
         CLEAR R14 R14

     

       107
       107
       +
       CLOSE_AGGREGATION

     

       108
       108
       +
       POP R13

     

       109
       109
       +
       POST R13

     

       110
       110
       +
       JMP l222

     

       111
       111
       +
       l223: JMP l220

     

       112
       112
       +
       l221: IMMI 1 R14

     

       113
       113
       +
       BUILTIN index_set R1 R14

     

       114
       114
       +
       POP R15

     

       115
       115
       +
       ITER_ARRAY R15 l226

     

       116
       116
       +
       l225: ITER_NEXT R16

     

       117
       117
       +
       ITER_NEXT R17

     

       118
       118
       +
       ITER_RANGE R16 R17 l228

     

       119
       119
       +
       l227: ITER_NEXT R18

     

       120
       120
       +
       GET_ARRAY 1 R1 R18 R19 R20

     

       121
       121
       +
       IMMI 1 R21

     

       122
       122
       +
       NOT R20 R22

     

       123
       123
       +
       JMPIF R22 l229

     

       124
       124
       +
       OPEN_AGGREGATION OR

     

       125
       125
       +
         CALL FUN d_op_not_b 0 R19

     

       126
       126
       +
         POP R23

     

       127
       127
       +
         PUSH R23

     

       128
       128
       +
         PUSH R3

     

       129
       129
       +
         CLEAR R23 R23

     

       130
       130
       +
       CLOSE_AGGREGATION

     

       131
       131
       +
       POP R21

     

       132
       132
       +
       l229: POST R21

     

       133
       133
       +
       JMP l227

     

       134
       134
       +
       l228: JMP l225

     

       135
       135
       +
       l226: CALL ROOT d_clause_d1b_d1b 1 R0 R5

     

       136
       136
       +
       RET

     

       137
       137
       +
       :int_lin_eq:ROOT 3

     

       138
       138
       +
       :int_lin_eq:FUN 3

     

       139
       139
       +
       OPEN_AGGREGATION OTHER

     

       140
       140
       +
         BUILTIN boolean_domain

     

       141
       141
       +
         POP R3

     

       142
       142
       +
         CALL ROOT mk_intvar 0 R3

     

       143
       143
       +
         POP R4

     

       144
       144
       +
         CALL ROOT int_lin_eq_reif 1 R0 R1 R2 R4

     

       145
       145
       +
         PUSH R4

     

       146
       146
       +
         CLEAR R3 R4

     

       147
       147
       +
       CLOSE_AGGREGATION

     

       148
       148
       +
       POP R3

     

       149
       149
       +
       PUSH R3

     

       150
       150
       +
       RET

     

       151
       151
       +
       :f_pre_int_lin_eq_d1i_d1vi_i:ROOT 3

     

       152
       152
       +
       LENGTH R0 R4

     

       153
       153
       +
       IMMI 0 R5

     

       154
       154
       +
       EQI R4 R5 R6

     

       155
       155
       +
       JMPIFNOT R6 l148

     

       156
       156
       +
       EQI R2 R5 R7

     

       157
       157
       +
       MOV R7 R3

     

       158
       158
       +
       JMP l147

     

       159
       159
       +
       l148: CALL ROOT int_lin_eq 1 R0 R1 R2

     

       160
       160
       +
       IMMI 1 R8

     

       161
       161
       +
       MOV R8 R3

     

       162
       162
       +
       l147: POST R3

     

       163
       163
       +
       RET

     

       164
       164
       +
       :f_pre_int_lin_eq_d1i_d1vi_i:FUN 3

     

       165
       165
       +
       LENGTH R0 R4

     

       166
       166
       +
       IMMI 0 R5

     

       167
       167
       +
       EQI R4 R5 R6

     

       168
       168
       +
       JMPIFNOT R6 l215

     

       169
       169
       +
       EQI R2 R5 R7

     

       170
       170
       +
       MOV R7 R3

     

       171
       171
       +
       JMP l214

     

       172
       172
       +
       l215: CALL FUN int_lin_eq 1 R0 R1 R2

     

       173
       173
       +
       POP R8

     

       174
       174
       +
       MOV R8 R3

     

       175
       175
       +
       l214: PUSH R3

     

       176
       176
       +
       RET

     

       177
       177
       +
       :f_pre_int_lin_eq_d1i_d1vi_i:IMP 3

     

       178
       178
       +
       LENGTH R0 R4

     

       179
       179
       +
       IMMI 0 R5

     

       180
       180
       +
       EQI R4 R5 R6

     

       181
       181
       +
       JMPIFNOT R6 l183

     

       182
       182
       +
       EQI R2 R5 R7

     

       183
       183
       +
       MOV R7 R3

     

       184
       184
       +
       JMP l182

     

       185
       185
       +
       l183: CALL FUN int_lin_eq 1 R0 R1 R2

     

       186
       186
       +
       POP R8

     

       187
       187
       +
       MOV R8 R3

     

       188
       188
       +
       l182: PUSH R3

     

       189
       189
       +
       RET

     

       190
       190
       +
       :f_sum_cc_dTvi:FUN 1

     

       191
       191
       +
       OPEN_AGGREGATION OTHER

     

       192
       192
       +
         IMMI 0 R2

     

       193
       193
       +
         BUILTIN array_Xd R0 R2

     

       194
       194
       +
         POP R1

     

       195
       195
       +
         BUILTIN infinite_domain

     

       196
       196
       +
         POP R3

     

       197
       197
       +
         CALL ROOT mk_intvar 0 R3

     

       198
       198
       +
         POP R4

     

       199
       199
       +
         CALL ROOT int_sum 1 R1 R4

     

       200
       200
       +
         PUSH R4

     

       201
       201
       +
         CLEAR R1 R4

     

       202
       202
       +
       CLOSE_AGGREGATION

     

       203
       203
       +
       POP R1

     

       204
       204
       +
       PUSH R1

     

       205
       205
       +
       RET

     

       206
       206
       +
       :f_op_times_i_i:FUN 2

     

       207
       207
       +
       MULI R0 R1 R2

     

       208
       208
       +
       PUSH R2

     

       209
       209
       +
       RET

     

       210
       210
       +
       :f_op_times_i_vi:FUN 2

     

       211
       211
       +
       IMMI 1 R2

     

       212
       212
       +
       IMMI 1 R4

     

       213
       213
       +
       EQI R0 R2 R5

     

       214
       214
       +
       JMPIFNOT R5 l213

     

       215
       215
       +
       IMMI 0 R4

     

       216
       216
       +
       MOV R1 R3

     

       217
       217
       +
       JMP l212

     

       218
       218
       +
       l213: OPEN_AGGREGATION OTHER

     

       219
       219
       +
         BUILTIN infinite_domain

     

       220
       220
       +
         POP R6

     

       221
       221
       +
         CALL ROOT mk_intvar 0 R6

     

       222
       222
       +
         POP R7

     

       223
       223
       +
         CALL ROOT int_times 1 R0 R1 R7

     

       224
       224
       +
         PUSH R7

     

       225
       225
       +
         CLEAR R6 R7

     

       226
       226
       +
       CLOSE_AGGREGATION

     

       227
       227
       +
       POP R6

     

       228
       228
       +
       IMMI 0 R4

     

       229
       229
       +
       MOV R6 R3

     

       230
       230
       +
       l212: PUSH R3

     

       231
       231
       +
       RET

     

       232
       232
       +
       :f_op_times_vi_i:FUN 2

     

       233
       233
       +
       CALL FUN d_op_times_i_i 0 R1 R0

     

       234
       234
       +
       POP R2

     

       235
       235
       +
       PUSH R2

     

       236
       236
       +
       RET

     

       237
       237
       +
       :f_op_times_vi_vi:FUN 2

     

       238
       238
       +
       OPEN_AGGREGATION OTHER

     

       239
       239
       +
         BUILTIN infinite_domain

     

       240
       240
       +
         POP R2

     

       241
       241
       +
         CALL ROOT mk_intvar 0 R2

     

       242
       242
       +
         POP R3

     

       243
       243
       +
         CALL ROOT int_times 1 R0 R1 R3

     

       244
       244
       +
         PUSH R3

     

       245
       245
       +
         CLEAR R2 R3

     

       246
       246
       +
       CLOSE_AGGREGATION

     

       247
       247
       +
       POP R2

     

       248
       248
       +
       PUSH R2

     

       249
       249
       +
       RET

     

       250
       250
       +
       :d_op_times_i_i:FUN 2

     

       251
       251
       +
       ISPAR R0 R2

     

       252
       252
       +
       JMPIF R2 l69

     

       253
       253
       +
       JMP l70

     

       254
       254
       +
       l69: ISPAR R1 R2

     

       255
       255
       +
       JMPIF R2 l71

     

       256
       256
       +
       JMP l72

     

       257
       257
       +
       l70: ISPAR R1 R2

     

       258
       258
       +
       JMPIF R2 l73

     

       259
       259
       +
       JMP l74

     

       260
       260
       +
       l71: TCALL FUN f_op_times_i_i 0

     

       261
       261
       +
       l72: TCALL FUN f_op_times_i_vi 1

     

       262
       262
       +
       l73: TCALL FUN f_op_times_vi_i 1

     

       263
       263
       +
       l74: TCALL FUN f_op_times_vi_vi 1

     

       264
       264
       +
       :f_LNS_i:ROOT 1

     

       265
       265
       +
       LOAD_GLOBAL 16 R1

     

       266
       266
       +
       BUILTIN sol R1

     

       267
       267
       +
       POP R2

     

       268
       268
       +
       LB R1 R3

     

       269
       269
       +
       UB R2 R4

     

       270
       270
       +
       LTI R3 R4 R3

     

       271
       271
       +
       SIMPLIFY_LIN R1 R2 1 R5 R6 R7

     

       272
       272
       +
       IMMI 0 R9

     

       273
       273
       +
       EQI R0 R9 R10

     

       274
       274
       +
       JMPIFNOT R10 l176

     

       275
       275
       +
       CALL ROOT f_free_period 1

     

       276
       276
       +
       IMMI 1 R11

     

       277
       277
       +
       MOV R11 R8

     

       278
       278
       +
       JMP l175

     

       279
       279
       +
       l176: CALL ROOT f_random_allocation 1

     

       280
       280
       +
       IMMI 1 R12

     

       281
       281
       +
       MOV R12 R8

     

       282
       282
       +
       l175: POST R3

     

       283
       283
       +
       CALL ROOT f_pre_int_lin_le_d1i_d1vi_i 1 R5 R6 R7

     

       284
       284
       +
       POST R8

     

       285
       285
       +
       RET

     

       286
       286
       +
       :output_this:ROOT 1

     

       287
       287
       +
       :f_global_cardinality_low_up_closed_d1vi_d1i_d1i_d1i:ROOT 4

     

       288
       288
       +
       CALL ROOT fzn_global_cardinality_low_up_closed 1 R0 R1 R2 R3

     

       289
       289
       +
       RET

     

       290
       290
       +
       :f_pre_int_lin_le_d1i_d1vi_i:ROOT 3

     

       291
       291
       +
       LENGTH R0 R4

     

       292
       292
       +
       IMMI 0 R5

     

       293
       293
       +
       EQI R4 R5 R6

     

       294
       294
       +
       JMPIFNOT R6 l174

     

       295
       295
       +
       LEI R5 R2 R7

     

       296
       296
       +
       MOV R7 R3

     

       297
       297
       +
       JMP l173

     

       298
       298
       +
       l174: CALL ROOT int_lin_le 1 R0 R1 R2

     

       299
       299
       +
       IMMI 1 R8

     

       300
       300
       +
       MOV R8 R3

     

       301
       301
       +
       l173: POST R3

     

       302
       302
       +
       RET

     

       303
       303
       +
       :f_bin_packing_load_d1vi_d1vi_d1i:ROOT 3

     

       304
       304
       +
       CALL ROOT f_fzn_bin_packing_load_d1vi_d1vi_d1i 1 R0 R1 R2

     

       305
       305
       +
       RET

     

       306
       306
       +
       :f_op_minus_i_i:FUN 2

     

       307
       307
       +
       SUBI R0 R1 R2

     

       308
       308
       +
       PUSH R2

     

       309
       309
       +
       RET

     

       310
       310
       +
       :f_op_minus_vi_i:FUN 2

     

       311
       311
       +
       IMMI 1 R2

     

       312
       312
       +
       IMMI 1 R4

     

       313
       313
       +
       IMMI 0 R5

     

       314
       314
       +
       EQI R1 R5 R6

     

       315
       315
       +
       JMPIFNOT R6 l152

     

       316
       316
       +
       IMMI 0 R4

     

       317
       317
       +
       MOV R0 R3

     

       318
       318
       +
       JMP l151

     

       319
       319
       +
       l152: OPEN_AGGREGATION OTHER

     

       320
       320
       +
         BUILTIN infinite_domain

     

       321
       321
       +
         POP R7

     

       322
       322
       +
         CALL ROOT mk_intvar 0 R7

     

       323
       323
       +
         POP R8

     

       324
       324
       +
         CALL ROOT int_minus 1 R0 R1 R8

     

       325
       325
       +
         PUSH R8

     

       326
       326
       +
         CLEAR R7 R8

     

       327
       327
       +
       CLOSE_AGGREGATION

     

       328
       328
       +
       POP R7

     

       329
       329
       +
       IMMI 0 R4

     

       330
       330
       +
       MOV R7 R3

     

       331
       331
       +
       l151: PUSH R3

     

       332
       332
       +
       RET

     

       333
       333
       +
       :f_op_minus_vi_vi:FUN 2

     

       334
       334
       +
       OPEN_AGGREGATION OTHER

     

       335
       335
       +
         BUILTIN infinite_domain

     

       336
       336
       +
         POP R2

     

       337
       337
       +
         CALL ROOT mk_intvar 0 R2

     

       338
       338
       +
         POP R3

     

       339
       339
       +
         CALL ROOT int_minus 1 R0 R1 R3

     

       340
       340
       +
         PUSH R3

     

       341
       341
       +
         CLEAR R2 R3

     

       342
       342
       +
       CLOSE_AGGREGATION

     

       343
       343
       +
       POP R2

     

       344
       344
       +
       PUSH R2

     

       345
       345
       +
       RET

     

       346
       346
       +
       :d_op_minus_i_i:FUN 2

     

       347
       347
       +
       ISPAR R0 R2

     

       348
       348
       +
       JMPIF R2 l130

     

       349
       349
       +
       JMP l131

     

       350
       350
       +
       l130: ISPAR R1 R2

     

       351
       351
       +
       JMPIF R2 l132

     

       352
       352
       +
       JMP l133

     

       353
       353
       +
       l131: ISPAR R1 R2

     

       354
       354
       +
       JMPIF R2 l134

     

       355
       355
       +
       JMP l133

     

       356
       356
       +
       l132: TCALL FUN f_op_minus_i_i 0

     

       357
       357
       +
       l133: TCALL FUN f_op_minus_vi_vi 1

     

       358
       358
       +
       l134: TCALL FUN f_op_minus_vi_i 1

     

       359
       359
       +
       :f_max_t_t:FUN 2

     

       360
       360
       +
       IMMI 1 R2

     

       361
       361
       +
       IMMI 1 R4

     

       362
       362
       +
       LTI R1 R0 R5

     

       363
       363
       +
       JMPIFNOT R5 l150

     

       364
       364
       +
       IMMI 0 R4

     

       365
       365
       +
       MOV R0 R3

     

       366
       366
       +
       JMP l149

     

       367
       367
       +
       l150: IMMI 0 R4

     

       368
       368
       +
       MOV R1 R3

     

       369
       369
       +
       l149: PUSH R3

     

       370
       370
       +
       RET

     

       371
       371
       +
       :f_max_vi_vi:FUN 2

     

       372
       372
       +
       OPEN_AGGREGATION OTHER

     

       373
       373
       +
         LB R0 R2

     

       374
       374
       +
         LB R1 R3

     

       375
       375
       +
         CALL FUN d_max_i_i 0 R2 R3

     

       376
       376
       +
         POP R4

     

       377
       377
       +
         UB R0 R5

     

       378
       378
       +
         UB R1 R6

     

       379
       379
       +
         CALL FUN d_max_i_i 0 R5 R6

     

       380
       380
       +
         POP R7

     

       381
       381
       +
         OPEN_AGGREGATION VEC

     

       382
       382
       +
           PUSH R4

     

       383
       383
       +
           PUSH R7

     

       384
       384
       +
         CLOSE_AGGREGATION

     

       385
       385
       +
         POP R8

     

       386
       386
       +
         CALL ROOT mk_intvar 0 R8

     

       387
       387
       +
         POP R9

     

       388
       388
       +
         CALL ROOT int_max 1 R0 R1 R9

     

       389
       389
       +
         PUSH R9

     

       390
       390
       +
         CLEAR R2 R9

     

       391
       391
       +
       CLOSE_AGGREGATION

     

       392
       392
       +
       POP R2

     

       393
       393
       +
       PUSH R2

     

       394
       394
       +
       RET

     

       395
       395
       +
       :d_max_i_i:FUN 2

     

       396
       396
       +
       ISPAR R0 R2

     

       397
       397
       +
       JMPIF R2 l135

     

       398
       398
       +
       JMP l136

     

       399
       399
       +
       l135: ISPAR R1 R2

     

       400
       400
       +
       JMPIF R2 l137

     

       401
       401
       +
       JMP l138

     

       402
       402
       +
       l136: JMP l138

     

       403
       403
       +
       l137: TCALL FUN f_max_t_t 0

     

       404
       404
       +
       l138: TCALL FUN f_max_vi_vi 1

     

       405
       405
       +
       :f_op_plus_i_i:FUN 2

     

       406
       406
       +
       ADDI R0 R1 R2

     

       407
       407
       +
       PUSH R2

     

       408
       408
       +
       RET

     

       409
       409
       +
       :f_op_plus_i_vi:FUN 2

     

       410
       410
       +
       IMMI 1 R2

     

       411
       411
       +
       IMMI 1 R4

     

       412
       412
       +
       IMMI 0 R5

     

       413
       413
       +
       EQI R0 R5 R6

     

       414
       414
       +
       JMPIFNOT R6 l146

     

       415
       415
       +
       IMMI 0 R4

     

       416
       416
       +
       MOV R1 R3

     

       417
       417
       +
       JMP l145

     

       418
       418
       +
       l146: OPEN_AGGREGATION OTHER

     

       419
       419
       +
         BUILTIN infinite_domain

     

       420
       420
       +
         POP R7

     

       421
       421
       +
         CALL ROOT mk_intvar 0 R7

     

       422
       422
       +
         POP R8

     

       423
       423
       +
         CALL ROOT int_plus 1 R0 R1 R8

     

       424
       424
       +
         PUSH R8

     

       425
       425
       +
         CLEAR R7 R8

     

       426
       426
       +
       CLOSE_AGGREGATION

     

       427
       427
       +
       POP R7

     

       428
       428
       +
       IMMI 0 R4

     

       429
       429
       +
       MOV R7 R3

     

       430
       430
       +
       l145: PUSH R3

     

       431
       431
       +
       RET

     

       432
       432
       +
       :f_op_plus_vi_i:FUN 2

     

       433
       433
       +
       CALL FUN d_op_plus_i_i 0 R1 R0

     

       434
       434
       +
       POP R2

     

       435
       435
       +
       PUSH R2

     

       436
       436
       +
       RET

     

       437
       437
       +
       :f_op_plus_vi_vi:FUN 2

     

       438
       438
       +
       OPEN_AGGREGATION OTHER

     

       439
       439
       +
         BUILTIN infinite_domain

     

       440
       440
       +
         POP R2

     

       441
       441
       +
         CALL ROOT mk_intvar 0 R2

     

       442
       442
       +
         POP R3

     

       443
       443
       +
         CALL ROOT int_plus 1 R0 R1 R3

     

       444
       444
       +
         PUSH R3

     

       445
       445
       +
         CLEAR R2 R3

     

       446
       446
       +
       CLOSE_AGGREGATION

     

       447
       447
       +
       POP R2

     

       448
       448
       +
       PUSH R2

     

       449
       449
       +
       RET

     

       450
       450
       +
       :d_op_plus_i_i:FUN 2

     

       451
       451
       +
       ISPAR R0 R2

     

       452
       452
       +
       JMPIF R2 l139

     

       453
       453
       +
       JMP l140

     

       454
       454
       +
       l139: ISPAR R1 R2

     

       455
       455
       +
       JMPIF R2 l141

     

       456
       456
       +
       JMP l142

     

       457
       457
       +
       l140: ISPAR R1 R2

     

       458
       458
       +
       JMPIF R2 l143

     

       459
       459
       +
       JMP l144

     

       460
       460
       +
       l141: TCALL FUN f_op_plus_i_i 0

     

       461
       461
       +
       l142: TCALL FUN f_op_plus_i_vi 1

     

       462
       462
       +
       l143: TCALL FUN f_op_plus_vi_i 1

     

       463
       463
       +
       l144: TCALL FUN f_op_plus_vi_vi 1

     

       464
       464
       +
       :solve_this:ROOT 5

     

       465
       465
       +
       :int_plus:ROOT 3

     

       466
       466
       +
       :int_max:ROOT 3

     

       467
       467
       +
       :int_minus:ROOT 3

     

       468
       468
       +
       :f_fzn_bin_packing_load_d1vi_d1vi_d1i:ROOT 3

     

       469
       469
       +
       IMMI 1 R3

     

       470
       470
       +
       BUILTIN index_set R0 R3

     

       471
       471
       +
       POP R4

     

       472
       472
       +
       CALL FUN d_min_si 0 R4

     

       473
       473
       +
       POP R5

     

       474
       474
       +
       CALL ROOT gecode_bin_packing_load 1 R0 R1 R2 R5

     

       475
       475
       +
       RET

     

       476
       476
       +
       :f_min_si:FUN 1

     

       477
       477
       +
       LENGTH R0 R2

     

       478
       478
       +
       IMMI 1 R3

     

       479
       479
       +
       LEI R3 R2 R1

     

       480
       480
       +
       JMPIF R1 l172

     

       481
       481
       +
       ABORT

     

       482
       482
       +
       l172: GET_VEC R0 R3 R1

     

       483
       483
       +
       PUSH R1

     

       484
       484
       +
       RET

     

       485
       485
       +
       :f_min_dTvi:FUN 1

     

       486
       486
       +
       IMMI 0 R2

     

       487
       487
       +
       BUILTIN array_Xd R0 R2

     

       488
       488
       +
       POP R1

     

       489
       489
       +
       LENGTH R0 R3

     

       490
       490
       +
       IMMI 1 R4

     

       491
       491
       +
       LEI R4 R3 R5

     

       492
       492
       +
       CALL FUN f_min_t_d1vi 1 R1

     

       493
       493
       +
       POP R6

     

       494
       494
       +
       PUSH R6

     

       495
       495
       +
       RET

     

       496
       496
       +
       :d_min_si:FUN 1

     

       497
       497
       +
       ISPAR R0 R1

     

       498
       498
       +
       JMPIF R1 l153

     

       499
       499
       +
       JMP l154

     

       500
       500
       +
       l153: TCALL FUN f_min_si 0

     

       501
       501
       +
       l154: TCALL FUN f_min_dTvi 1

     

       502
       502
       +
       :gecode_bin_packing_load:ROOT 4

     

       503
       503
       +
       :f_min_t_d1vi:FUN 1

     

       504
       504
       +
       IMMI 1 R1

     

       505
       505
       +
       IMMI 1 R3

     

       506
       506
       +
       LENGTH R0 R4

     

       507
       507
       +
       IMMI 0 R5

     

       508
       508
       +
       EQI R4 R5 R6

     

       509
       509
       +
       JMPIFNOT R6 l156

     

       510
       510
       +
       IMMI 0 R3

     

       511
       511
       +
       MOV R5 R2

     

       512
       512
       +
       JMP l155

     

       513
       513
       +
       l156: EQI R4 R1 R7

     

       514
       514
       +
       JMPIFNOT R7 l157

     

       515
       515
       +
       GET_ARRAY 1 R0 R1 R8 R9

     

       516
       516
       +
       MOV R9 R3

     

       517
       517
       +
       MOV R8 R2

     

       518
       518
       +
       JMP l155

     

       519
       519
       +
       l157: IMMI 2 R10

     

       520
       520
       +
       EQI R4 R10 R11

     

       521
       521
       +
       JMPIFNOT R11 l158

     

       522
       522
       +
       GET_ARRAY 1 R0 R1 R12 R13

     

       523
       523
       +
       GET_ARRAY 1 R0 R10 R14 R15

     

       524
       524
       +
       CALL FUN d_min_i_i 1 R12 R14

     

       525
       525
       +
       POP R16

     

       526
       526
       +
       IMMI 0 R17

     

       527
       527
       +
       JMPIFNOT R13 l163

     

       528
       528
       +
       MOV R15 R17

     

       529
       529
       +
       l163: MOV R17 R3

     

       530
       530
       +
       MOV R16 R2

     

       531
       531
       +
       JMP l155

     

       532
       532
       +
       l158: OPEN_AGGREGATION OTHER

     

       533
       533
       +
         BUILTIN infinity R1

     

       534
       534
       +
         POP R18

     

       535
       535
       +
         ITER_ARRAY R0 l166

     

       536
       536
       +
         l165:   ITER_NEXT R21

     

       537
       537
       +
         LB R21 R19

     

       538
       538
       +
         LTI R19 R18 R20

     

       539
       539
       +
         JMPIFNOT R20 l164

     

       540
       540
       +
         MOV R19 R18

     

       541
       541
       +
         l164:   JMP l165

     

       542
       542
       +
         l166:   BUILTIN infinity R5

     

       543
       543
       +
         POP R22

     

       544
       544
       +
         ITER_ARRAY R0 l169

     

       545
       545
       +
         l168:   ITER_NEXT R25

     

       546
       546
       +
         UB R25 R23

     

       547
       547
       +
         LTI R22 R23 R24

     

       548
       548
       +
         JMPIFNOT R24 l167

     

       549
       549
       +
         MOV R23 R22

     

       550
       550
       +
         l167:   JMP l168

     

       551
       551
       +
         l169:   OPEN_AGGREGATION VEC

     

       552
       552
       +
           PUSH R18

     

       553
       553
       +
           PUSH R22

     

       554
       554
       +
         CLOSE_AGGREGATION

     

       555
       555
       +
         POP R26

     

       556
       556
       +
         CALL ROOT mk_intvar 0 R26

     

       557
       557
       +
         POP R27

     

       558
       558
       +
         CALL ROOT array_int_minimum 1 R27 R0

     

       559
       559
       +
         PUSH R27

     

       560
       560
       +
         CLEAR R18 R27

     

       561
       561
       +
       CLOSE_AGGREGATION

     

       562
       562
       +
       POP R18

     

       563
       563
       +
       IMMI 0 R3

     

       564
       564
       +
       MOV R18 R2

     

       565
       565
       +
       l155: PUSH R2

     

       566
       566
       +
       RET

     

       567
       567
       +
       :f_min_t_t:FUN 2

     

       568
       568
       +
       IMMI 1 R2

     

       569
       569
       +
       IMMI 1 R4

     

       570
       570
       +
       LTI R0 R1 R5

     

       571
       571
       +
       JMPIFNOT R5 l171

     

       572
       572
       +
       IMMI 0 R4

     

       573
       573
       +
       MOV R0 R3

     

       574
       574
       +
       JMP l170

     

       575
       575
       +
       l171: IMMI 0 R4

     

       576
       576
       +
       MOV R1 R3

     

       577
       577
       +
       l170: PUSH R3

     

       578
       578
       +
       RET

     

       579
       579
       +
       :f_min_vi_vi:FUN 2

     

       580
       580
       +
       OPEN_AGGREGATION OTHER

     

       581
       581
       +
         LB R0 R2

     

       582
       582
       +
         LB R1 R3

     

       583
       583
       +
         CALL FUN d_min_i_i 0 R2 R3

     

       584
       584
       +
         POP R4

     

       585
       585
       +
         UB R0 R5

     

       586
       586
       +
         UB R1 R6

     

       587
       587
       +
         CALL FUN d_min_i_i 0 R5 R6

     

       588
       588
       +
         POP R7

     

       589
       589
       +
         OPEN_AGGREGATION VEC

     

       590
       590
       +
           PUSH R4

     

       591
       591
       +
           PUSH R7

     

       592
       592
       +
         CLOSE_AGGREGATION

     

       593
       593
       +
         POP R8

     

       594
       594
       +
         CALL ROOT mk_intvar 0 R8

     

       595
       595
       +
         POP R9

     

       596
       596
       +
         CALL ROOT int_min 1 R0 R1 R9

     

       597
       597
       +
         PUSH R9

     

       598
       598
       +
         CLEAR R2 R9

     

       599
       599
       +
       CLOSE_AGGREGATION

     

       600
       600
       +
       POP R2

     

       601
       601
       +
       PUSH R2

     

       602
       602
       +
       RET

     

       603
       603
       +
       :d_min_i_i:FUN 2

     

       604
       604
       +
       ISPAR R0 R2

     

       605
       605
       +
       JMPIF R2 l159

     

       606
       606
       +
       JMP l160

     

       607
       607
       +
       l159: ISPAR R1 R2

     

       608
       608
       +
       JMPIF R2 l161

     

       609
       609
       +
       JMP l162

     

       610
       610
       +
       l160: JMP l162

     

       611
       611
       +
       l161: TCALL FUN f_min_t_t 0

     

       612
       612
       +
       l162: TCALL FUN f_min_vi_vi 1

     

       613
       613
       +
       :array_int_minimum:ROOT 2

     

       614
       614
       +
       :int_min:ROOT 3

     

       615
       615
       +
       :int_lin_le:ROOT 3

     

       616
       616
       +
       :fzn_global_cardinality_low_up_closed:ROOT 4

     

       617
       617
       +
       :f_free_period:ROOT 0

     

       618
       618
       +
       LOAD_GLOBAL 14 R0

     

       619
       619
       +
       CALL FUN f_uniform_set_si 0 R0

     

       620
       620
       +
       POP R1

     

       621
       621
       +
       LOAD_GLOBAL 13 R2

     

       622
       622
       +
       ITER_ARRAY R2 l185

     

       623
       623
       +
       l184: ITER_NEXT R3

     

       624
       624
       +
       ITER_NEXT R4

     

       625
       625
       +
       ITER_RANGE R3 R4 l187

     

       626
       626
       +
       l186: ITER_NEXT R5

     

       627
       627
       +
       LOAD_GLOBAL 15 R7

     

       628
       628
       +
       GET_ARRAY 1 R7 R5 R8 R9

     

       629
       629
       +
       BUILTIN sol R8

     

       630
       630
       +
       POP R6

     

       631
       631
       +
       EQI R6 R1 R10

     

       632
       632
       +
       NOT R10 R10

     

       633
       633
       +
       IMMI 0 R11

     

       634
       634
       +
       JMPIFNOT R9 l188

     

       635
       635
       +
       MOV R10 R11

     

       636
       636
       +
       l188: DOM R8 R12

     

       637
       637
       +
       DOM R6 R13

     

       638
       638
       +
       INTERSECTION R12 R13 R12

     

       639
       639
       +
       ISEMPTY R12 R13

     

       640
       640
       +
       NOT R13 R13

     

       641
       641
       +
       SIMPLIFY_LIN R8 R6 0 R15 R16 R14

     

       642
       642
       +
       IMMI 1 R17

     

       643
       643
       +
       JMPIF R11 l189

     

       644
       644
       +
       NOT R9 R18

     

       645
       645
       +
       JMPIF R18 l189

     

       646
       646
       +
       NOT R13 R19

     

       647
       647
       +
       JMPIF R19 l189

     

       648
       648
       +
       CALL IMP f_pre_int_lin_eq_d1i_d1vi_i 1 R15 R16 R14

     

       649
       649
       +
       POP R20

     

       650
       650
       +
       MOV R20 R17

     

       651
       651
       +
       l189: POST R17

     

       652
       652
       +
       JMP l186

     

       653
       653
       +
       l187: JMP l184

     

       654
       654
       +
       l185: RET

     

       655
       655
       +
       :f_random_allocation:ROOT 0

     

       656
       656
       +
       LOAD_GLOBAL 13 R0

     

       657
       657
       +
       ITER_ARRAY R0 l178

     

       658
       658
       +
       l177: ITER_NEXT R1

     

       659
       659
       +
       ITER_NEXT R2

     

       660
       660
       +
       ITER_RANGE R1 R2 l180

     

       661
       661
       +
       l179: ITER_NEXT R3

     

       662
       662
       +
       IMMI 1 R5

     

       663
       663
       +
       IMMI 100 R6

     

       664
       664
       +
       BUILTIN uniform R5 R6

     

       665
       665
       +
       POP R4

     

       666
       666
       +
       IMMI 80 R7

     

       667
       667
       +
       LTI R4 R7 R8

     

       668
       668
       +
       LOAD_GLOBAL 15 R9

     

       669
       669
       +
       GET_ARRAY 1 R9 R3 R10 R11

     

       670
       670
       +
       BUILTIN sol R10

     

       671
       671
       +
       POP R12

     

       672
       672
       +
       DOM R10 R13

     

       673
       673
       +
       DOM R12 R14

     

       674
       674
       +
       INTERSECTION R13 R14 R13

     

       675
       675
       +
       ISEMPTY R13 R14

     

       676
       676
       +
       NOT R14 R14

     

       677
       677
       +
       SIMPLIFY_LIN R10 R12 0 R16 R17 R15

     

       678
       678
       +
       IMMI 1 R18

     

       679
       679
       +
       JMPIF R8 l181

     

       680
       680
       +
       NOT R11 R19

     

       681
       681
       +
       JMPIF R19 l181

     

       682
       682
       +
       NOT R14 R20

     

       683
       683
       +
       JMPIF R20 l181

     

       684
       684
       +
       CALL IMP f_pre_int_lin_eq_d1i_d1vi_i 1 R16 R17 R15

     

       685
       685
       +
       POP R21

     

       686
       686
       +
       MOV R21 R18

     

       687
       687
       +
       l181: POST R18

     

       688
       688
       +
       JMP l179

     

       689
       689
       +
       l180: JMP l177

     

       690
       690
       +
       l178: RET

     

       691
       691
       +
       :int_lin_eq_reif:ROOT 4

     

       692
       692
       +
       :f_uniform_set_si:FUN 1

     

       693
       693
       +
       IMMI 1 R1

     

       694
       694
       +
       IMMI 1 R3

     

       695
       695
       +
       IMMI 0 R4

     

       696
       696
       +
       IMMI 1 R5

     

       697
       697
       +
       LENGTH R0 R6

     

       698
       698
       +
       LTI R5 R6 R7

     

       699
       699
       +
       JMPIFNOT R7 l192

     

       700
       700
       +
       l191: INCI R4

     

       701
       701
       +
       GET_VEC R0 R5 R7

     

       702
       702
       +
       SUBI R4 R7 R4

     

       703
       703
       +
       INCI R5

     

       704
       704
       +
       GET_VEC R0 R5 R7

     

       705
       705
       +
       INCI R5

     

       706
       706
       +
       ADDI R4 R7 R4

     

       707
       707
       +
       LTI R5 R6 R7

     

       708
       708
       +
       JMPIF R7 l191

     

       709
       709
       +
       l192: CALL FUN d_max_si 0 R0

     

       710
       710
       +
       POP R8

     

       711
       711
       +
       CALL FUN d_min_si 0 R0

     

       712
       712
       +
       POP R9

     

       713
       713
       +
       SUBI R8 R9 R10

     

       714
       714
       +
       ADDI R10 R1 R11

     

       715
       715
       +
       EQI R4 R11 R12

     

       716
       716
       +
       JMPIFNOT R12 l195

     

       717
       717
       +
       BUILTIN uniform R9 R8

     

       718
       718
       +
       POP R13

     

       719
       719
       +
       IMMI 0 R3

     

       720
       720
       +
       MOV R13 R2

     

       721
       721
       +
       JMP l190

     

       722
       722
       +
       l195: BUILTIN uniform R1 R4

     

       723
       723
       +
       POP R14

     

       724
       724
       +
       OPEN_AGGREGATION VEC

     

       725
       725
       +
         ITER_ARRAY R0 l197

     

       726
       726
       +
         l196:   ITER_NEXT R15

     

       727
       727
       +
         ITER_NEXT R16

     

       728
       728
       +
         ITER_RANGE R15 R16 l199

     

       729
       729
       +
         l198:   ITER_NEXT R17

     

       730
       730
       +
         PUSH R17

     

       731
       731
       +
         JMP l198

     

       732
       732
       +
         l199:   JMP l196

     

       733
       733
       +
         l197:   CLEAR R15 R17

     

       734
       734
       +
       CLOSE_AGGREGATION

     

       735
       735
       +
       POP R15

     

       736
       736
       +
       GET_ARRAY 1 R15 R14 R16 R17

     

       737
       737
       +
       MOV R17 R3

     

       738
       738
       +
       MOV R16 R2

     

       739
       739
       +
       l190: PUSH R2

     

       740
       740
       +
       RET

     

       741
       741
       +
       :f_max_si:FUN 1

     

       742
       742
       +
       LENGTH R0 R2

     

       743
       743
       +
       IMMI 0 R3

     

       744
       744
       +
       LEI R3 R2 R1

     

       745
       745
       +
       JMPIF R1 l211

     

       746
       746
       +
       ABORT

     

       747
       747
       +
       l211: GET_VEC R0 R2 R1

     

       748
       748
       +
       PUSH R1

     

       749
       749
       +
       RET

     

       750
       750
       +
       :f_max_dTvi:FUN 1

     

       751
       751
       +
       IMMI 0 R2

     

       752
       752
       +
       BUILTIN array_Xd R0 R2

     

       753
       753
       +
       POP R1

     

       754
       754
       +
       LENGTH R0 R3

     

       755
       755
       +
       IMMI 1 R4

     

       756
       756
       +
       LEI R4 R3 R5

     

       757
       757
       +
       CALL FUN f_max_t_d1vi 1 R1

     

       758
       758
       +
       POP R6

     

       759
       759
       +
       PUSH R6

     

       760
       760
       +
       RET

     

       761
       761
       +
       :d_max_si:FUN 1

     

       762
       762
       +
       ISPAR R0 R1

     

       763
       763
       +
       JMPIF R1 l193

     

       764
       764
       +
       JMP l194

     

       765
       765
       +
       l193: TCALL FUN f_max_si 0

     

       766
       766
       +
       l194: TCALL FUN f_max_dTvi 1

     

       767
       767
       +
       :f_max_t_d1vi:FUN 1

     

       768
       768
       +
       IMMI 1 R1

     

       769
       769
       +
       IMMI 1 R3

     

       770
       770
       +
       LENGTH R0 R4

     

       771
       771
       +
       IMMI 0 R5

     

       772
       772
       +
       EQI R4 R5 R6

     

       773
       773
       +
       JMPIFNOT R6 l201

     

       774
       774
       +
       IMMI 0 R3

     

       775
       775
       +
       MOV R5 R2

     

       776
       776
       +
       JMP l200

     

       777
       777
       +
       l201: EQI R4 R1 R7

     

       778
       778
       +
       JMPIFNOT R7 l202

     

       779
       779
       +
       BUILTIN index_set R0 R1

     

       780
       780
       +
       POP R8

     

       781
       781
       +
       CALL FUN d_min_si 0 R8

     

       782
       782
       +
       POP R9

     

       783
       783
       +
       GET_ARRAY 1 R0 R9 R10 R11

     

       784
       784
       +
       MOV R11 R3

     

       785
       785
       +
       MOV R10 R2

     

       786
       786
       +
       JMP l200

     

       787
       787
       +
       l202: IMMI 2 R12

     

       788
       788
       +
       EQI R4 R12 R13

     

       789
       789
       +
       JMPIFNOT R13 l203

     

       790
       790
       +
       GET_ARRAY 1 R0 R1 R14 R15

     

       791
       791
       +
       GET_ARRAY 1 R0 R12 R16 R17

     

       792
       792
       +
       CALL FUN d_max_i_i 0 R14 R16

     

       793
       793
       +
       POP R18

     

       794
       794
       +
       IMMI 0 R19

     

       795
       795
       +
       JMPIFNOT R15 l204

     

       796
       796
       +
       MOV R17 R19

     

       797
       797
       +
       l204: MOV R19 R3

     

       798
       798
       +
       MOV R18 R2

     

       799
       799
       +
       JMP l200

     

       800
       800
       +
       l203: OPEN_AGGREGATION OTHER

     

       801
       801
       +
         BUILTIN infinity R1

     

       802
       802
       +
         POP R20

     

       803
       803
       +
         ITER_ARRAY R0 l207

     

       804
       804
       +
         l206:   ITER_NEXT R23

     

       805
       805
       +
         LB R23 R21

     

       806
       806
       +
         LTI R21 R20 R22

     

       807
       807
       +
         JMPIFNOT R22 l205

     

       808
       808
       +
         MOV R21 R20

     

       809
       809
       +
         l205:   JMP l206

     

       810
       810
       +
         l207:   BUILTIN infinity R5

     

       811
       811
       +
         POP R24

     

       812
       812
       +
         ITER_ARRAY R0 l210

     

       813
       813
       +
         l209:   ITER_NEXT R27

     

       814
       814
       +
         UB R27 R25

     

       815
       815
       +
         LTI R24 R25 R26

     

       816
       816
       +
         JMPIFNOT R26 l208

     

       817
       817
       +
         MOV R25 R24

     

       818
       818
       +
         l208:   JMP l209

     

       819
       819
       +
         l210:   OPEN_AGGREGATION VEC

     

       820
       820
       +
           PUSH R20

     

       821
       821
       +
           PUSH R24

     

       822
       822
       +
         CLOSE_AGGREGATION

     

       823
       823
       +
         POP R28

     

       824
       824
       +
         CALL ROOT mk_intvar 0 R28

     

       825
       825
       +
         POP R29

     

       826
       826
       +
         CALL ROOT array_int_maximum 1 R29 R0

     

       827
       827
       +
         PUSH R29

     

       828
       828
       +
         CLEAR R20 R29

     

       829
       829
       +
       CLOSE_AGGREGATION

     

       830
       830
       +
       POP R20

     

       831
       831
       +
       IMMI 0 R3

     

       832
       832
       +
       MOV R20 R2

     

       833
       833
       +
       l200: PUSH R2

     

       834
       834
       +
       RET

     

       835
       835
       +
       :array_int_maximum:ROOT 2

     

       836
       836
       +
       :int_times:ROOT 3

     

       837
       837
       +
       :int_sum:ROOT 2

     

       838
       838
       +
       :clause:ROOT 2

     

       839
       839
       +
       :clause:ROOT 2

     

       840
       840
       +
       :d_clause_d1b_d1b:ROOT 2

     

       841
       841
       +
       ISPAR R0 R2

     

       842
       842
       +
       JMPIF R2 l230

     

       843
       843
       +
       JMP l231

     

       844
       844
       +
       l230: ISPAR R1 R2

     

       845
       845
       +
       JMPIF R2 l232

     

       846
       846
       +
       JMP l233

     

       847
       847
       +
       l231: JMP l233

     

       848
       848
       +
       l232: TCALL ROOT clause 1

     

       849
       849
       +
       l233: TCALL ROOT clause 1

     

       850
       850
       +
       :bool_not:ROOT 2

     

       851
       851
       +
       :main:ROOT 0

     

       852
       852
       +
       OPEN_AGGREGATION OTHER

     

       853
       853
       +
         IMMI 1 R0

     

       854
       854
       +
         LOAD_GLOBAL 0 R1

     

       855
       855
       +
         OPEN_AGGREGATION VEC

     

       856
       856
       +
           PUSH R0

     

       857
       857
       +
           PUSH R1

     

       858
       858
       +
         CLOSE_AGGREGATION

     

       859
       859
       +
         POP R2

     

       860
       860
       +
         STORE_GLOBAL R2 13

     

       861
       861
       +
         LOAD_GLOBAL 1 R3

     

       862
       862
       +
         OPEN_AGGREGATION VEC

     

       863
       863
       +
           PUSH R0

     

       864
       864
       +
           PUSH R3

     

       865
       865
       +
         CLOSE_AGGREGATION

     

       866
       866
       +
         POP R4

     

       867
       867
       +
         STORE_GLOBAL R4 14

     

       868
       868
       +
         OPEN_AGGREGATION VEC

     

       869
       869
       +
           ITER_ARRAY R2 l3

     

       870
       870
       +
           l2:     ITER_NEXT R7

     

       871
       871
       +
           ITER_NEXT R8

     

       872
       872
       +
           ITER_RANGE R7 R8 l5

     

       873
       873
       +
           l4:     ITER_NEXT R9

     

       874
       874
       +
           CALL ROOT mk_intvar 0 R4

     

       875
       875
       +
           JMP l4

     

       876
       876
       +
           l5:     JMP l2

     

       877
       877
       +
           l3:     CLEAR R7 R9

     

       878
       878
       +
         CLOSE_AGGREGATION

     

       879
       879
       +
         POP R5

     

       880
       880
       +
         OPEN_AGGREGATION VEC

     

       881
       881
       +
           GET_VEC R2 R0 R6

     

       882
       882
       +
           PUSH R6

     

       883
       883
       +
           IMMI 2 R7

     

       884
       884
       +
           GET_VEC R2 R7 R6

     

       885
       885
       +
           PUSH R6

     

       886
       886
       +
           CLEAR R7 R7

     

       887
       887
       +
         CLOSE_AGGREGATION

     

       888
       888
       +
         POP R6

     

       889
       889
       +
         BUILTIN array_Xd R5 R6

     

       890
       890
       +
         POP R5

     

       891
       891
       +
         STORE_GLOBAL R5 15

     

       892
       892
       +
         BUILTIN infinite_domain

     

       893
       893
       +
         POP R7

     

       894
       894
       +
         CALL ROOT mk_intvar 0 R7

     

       895
       895
       +
         POP R8

     

       896
       896
       +
         STORE_GLOBAL R8 16

     

       897
       897
       +
         LOAD_GLOBAL 2 R9

     

       898
       898
       +
         OPEN_AGGREGATION VEC

     

       899
       899
       +
           PUSH R0

     

       900
       900
       +
           PUSH R9

     

       901
       901
       +
         CLOSE_AGGREGATION

     

       902
       902
       +
         POP R10

     

       903
       903
       +
         STORE_GLOBAL R10 17

     

       904
       904
       +
         LOAD_GLOBAL 4 R11

     

       905
       905
       +
         OPEN_AGGREGATION VEC

     

       906
       906
       +
           PUSH R0

     

       907
       907
       +
           PUSH R11

     

       908
       908
       +
         CLOSE_AGGREGATION

     

       909
       909
       +
         POP R12

     

       910
       910
       +
         STORE_GLOBAL R12 18

     

       911
       911
       +
         OPEN_AGGREGATION VEC

     

       912
       912
       +
           ITER_ARRAY R2 l7

     

       913
       913
       +
           l6:     ITER_NEXT R13

     

       914
       914
       +
           ITER_NEXT R14

     

       915
       915
       +
           ITER_RANGE R13 R14 l9

     

       916
       916
       +
           l8:     ITER_NEXT R15

     

       917
       917
       +
           LOAD_GLOBAL 8 R16

     

       918
       918
       +
           GET_ARRAY 1 R16 R15 R17 R18

     

       919
       919
       +
           PUSH R17

     

       920
       920
       +
           JMP l8

     

       921
       921
       +
           l9:     JMP l6

     

       922
       922
       +
           l7:     CLEAR R13 R18

     

       923
       923
       +
         CLOSE_AGGREGATION

     

       924
       924
       +
         POP R13

     

       925
       925
       +
         IMMI 0 R14

     

       926
       926
       +
         ITER_ARRAY R13 l11

     

       927
       927
       +
         l10:   ITER_NEXT R15

     

       928
       928
       +
         ADDI R14 R15 R14

     

       929
       929
       +
         JMP l10

     

       930
       930
       +
         l11:   STORE_GLOBAL R14 19

     

       931
       931
       +
         OPEN_AGGREGATION VEC

     

       932
       932
       +
           ITER_ARRAY R10 l13

     

       933
       933
       +
           l12:     ITER_NEXT R16

     

       934
       934
       +
           ITER_NEXT R17

     

       935
       935
       +
           ITER_RANGE R16 R17 l15

     

       936
       936
       +
           l14:     ITER_NEXT R18

     

       937
       937
       +
           LOAD_GLOBAL 3 R19

     

       938
       938
       +
           GET_ARRAY 1 R19 R18 R20 R21

     

       939
       939
       +
           OPEN_AGGREGATION VEC

     

       940
       940
       +
             ITER_ARRAY R20 l17

     

       941
       941
       +
             l16:       ITER_NEXT R22

     

       942
       942
       +
             ITER_NEXT R23

     

       943
       943
       +
             ITER_RANGE R22 R23 l19

     

       944
       944
       +
             l18:       ITER_NEXT R24

     

       945
       945
       +
             LOAD_GLOBAL 8 R25

     

       946
       946
       +
             GET_ARRAY 1 R25 R24 R26 R27

     

       947
       947
       +
             PUSH R26

     

       948
       948
       +
             JMP l18

     

       949
       949
       +
             l19:       JMP l16

     

       950
       950
       +
             l17:       CLEAR R22 R27

     

       951
       951
       +
           CLOSE_AGGREGATION

     

       952
       952
       +
           POP R22

     

       953
       953
       +
           IMMI 0 R23

     

       954
       954
       +
           ITER_ARRAY R22 l21

     

       955
       955
       +
           l20:     ITER_NEXT R24

     

       956
       956
       +
           ADDI R23 R24 R23

     

       957
       957
       +
           JMP l20

     

       958
       958
       +
           l21:     PUSH R23

     

       959
       959
       +
           JMP l14

     

       960
       960
       +
           l15:     JMP l12

     

       961
       961
       +
           l13:     CLEAR R16 R24

     

       962
       962
       +
         CLOSE_AGGREGATION

     

       963
       963
       +
         POP R16

     

       964
       964
       +
         STORE_GLOBAL R16 20

     

       965
       965
       +
         OPEN_AGGREGATION VEC

     

       966
       966
       +
           ITER_ARRAY R10 l23

     

       967
       967
       +
           l22:     ITER_NEXT R17

     

       968
       968
       +
           ITER_NEXT R18

     

       969
       969
       +
           ITER_RANGE R17 R18 l25

     

       970
       970
       +
           l24:     ITER_NEXT R19

     

       971
       971
       +
           GET_ARRAY 1 R16 R19 R20 R21

     

       972
       972
       +
           IMMI 0 R23

     

       973
       973
       +
           EQI R3 R23 R22

     

       974
       974
       +
           NOT R22 R22

     

       975
       975
       +
           JMPIFNOT R22 l26

     

       976
       976
       +
           DIVI R20 R3 R24

     

       977
       977
       +
           MOV R24 R23

     

       978
       978
       +
           l26:     PUSH R23

     

       979
       979
       +
           JMP l24

     

       980
       980
       +
           l25:     JMP l22

     

       981
       981
       +
           l23:     CLEAR R17 R24

     

       982
       982
       +
         CLOSE_AGGREGATION

     

       983
       983
       +
         POP R17

     

       984
       984
       +
         STORE_GLOBAL R17 21

     

       985
       985
       +
         OPEN_AGGREGATION VEC

     

       986
       986
       +
           ITER_ARRAY R10 l28

     

       987
       987
       +
           l27:     ITER_NEXT R18

     

       988
       988
       +
           ITER_NEXT R19

     

       989
       989
       +
           ITER_RANGE R18 R19 l30

     

       990
       990
       +
           l29:     ITER_NEXT R20

     

       991
       991
       +
           GET_ARRAY 1 R16 R20 R21 R22

     

       992
       992
       +
           IMMI 0 R24

     

       993
       993
       +
           EQI R3 R24 R23

     

       994
       994
       +
           NOT R23 R23

     

       995
       995
       +
           JMPIFNOT R23 l31

     

       996
       996
       +
           DIVI R21 R3 R25

     

       997
       997
       +
           MOV R25 R24

     

       998
       998
       +
           l31:     IMMI 1 R27

     

       999
       999
       +
           IMMI 0 R29

     

       1000
       1000
       +
           EQI R3 R29 R28

     

       1001
       1001
       +
           NOT R28 R28

     

       1002
       1002
       +
           JMPIFNOT R28 l33

     

       1003
       1003
       +
           MODI R21 R3 R30

     

       1004
       1004
       +
           MOV R30 R29

     

       1005
       1005
       +
           l33:     IMMI 0 R31

     

       1006
       1006
       +
           IMMI 0 R32

     

       1007
       1007
       +
           JMPIFNOT R22 l34

     

       1008
       1008
       +
           MOV R28 R32

     

       1009
       1009
       +
           l34:     EQI R29 R31 R33

     

       1010
       1010
       +
           IMMI 0 R34

     

       1011
       1011
       +
           JMPIFNOT R32 l35

     

       1012
       1012
       +
           MOV R33 R34

     

       1013
       1013
       +
           l35:     JMPIFNOT R34 l36

     

       1014
       1014
       +
           IMMI 0 R27

     

       1015
       1015
       +
           MOV R31 R26

     

       1016
       1016
       +
           JMP l32

     

       1017
       1017
       +
         l36:   IMMI 0 R27

     

       1018
       1018
       +
         MOV R0 R26

     

       1019
       1019
       +
         l32:   ADDI R24 R26 R35

     

       1020
       1020
       +
         PUSH R35

     

       1021
       1021
       +
         JMP l29

     

       1022
       1022
       +
         l30:   JMP l27

     

       1023
       1023
       +
         l28:   CLEAR R18 R35

     

       1024
       1024
       +
       CLOSE_AGGREGATION

     

       1025
       1025
       +
       POP R18

     

       1026
       1026
       +
       STORE_GLOBAL R18 22

     

       1027
       1027
       +
       LOAD_GLOBAL 9 R19

     

       1028
       1028
       +
       OPEN_AGGREGATION VEC

     

       1029
       1029
       +
         PUSH R0

     

       1030
       1030
       +
         PUSH R19

     

       1031
       1031
       +
       CLOSE_AGGREGATION

     

       1032
       1032
       +
       POP R20

     

       1033
       1033
       +
       STORE_GLOBAL R20 23

     

       1034
       1034
       +
       IMMI 0 R21

     

       1035
       1035
       +
       OPEN_AGGREGATION VEC

     

       1036
       1036
       +
         PUSH R21

     

       1037
       1037
       +
         PUSH R14

     

       1038
       1038
       +
       CLOSE_AGGREGATION

     

       1039
       1039
       +
       POP R22

     

       1040
       1040
       +
       OPEN_AGGREGATION VEC

     

       1041
       1041
       +
         ITER_ARRAY R10 l38

     

       1042
       1042
       +
         l37:   ITER_NEXT R25

     

       1043
       1043
       +
         ITER_NEXT R26

     

       1044
       1044
       +
         ITER_RANGE R25 R26 l40

     

       1045
       1045
       +
         l39:   ITER_NEXT R27

     

       1046
       1046
       +
         ITER_ARRAY R4 l42

     

       1047
       1047
       +
         l41:   ITER_NEXT R28

     

       1048
       1048
       +
         ITER_NEXT R29

     

       1049
       1049
       +
         ITER_RANGE R28 R29 l44

     

       1050
       1050
       +
         l43:   ITER_NEXT R30

     

       1051
       1051
       +
         CALL ROOT mk_intvar 0 R22

     

       1052
       1052
       +
         JMP l43

     

       1053
       1053
       +
         l44:   JMP l41

     

       1054
       1054
       +
         l42:   JMP l39

     

       1055
       1055
       +
         l40:   JMP l37

     

       1056
       1056
       +
         l38:   CLEAR R25 R30

     

       1057
       1057
       +
       CLOSE_AGGREGATION

     

       1058
       1058
       +
       POP R23

     

       1059
       1059
       +
       OPEN_AGGREGATION VEC

     

       1060
       1060
       +
         GET_VEC R10 R0 R24

     

       1061
       1061
       +
         PUSH R24

     

       1062
       1062
       +
         IMMI 2 R25

     

       1063
       1063
       +
         GET_VEC R10 R25 R24

     

       1064
       1064
       +
         PUSH R24

     

       1065
       1065
       +
         GET_VEC R4 R0 R24

     

       1066
       1066
       +
         PUSH R24

     

       1067
       1067
       +
         GET_VEC R4 R25 R24

     

       1068
       1068
       +
         PUSH R24

     

       1069
       1069
       +
         CLEAR R25 R25

     

       1070
       1070
       +
       CLOSE_AGGREGATION

     

       1071
       1071
       +
       POP R24

     

       1072
       1072
       +
       BUILTIN array_Xd R23 R24

     

       1073
       1073
       +
       POP R23

     

       1074
       1074
       +
       STORE_GLOBAL R23 24

     

       1075
       1075
       +
       OPEN_AGGREGATION VEC

     

       1076
       1076
       +
         ITER_ARRAY R20 l46

     

       1077
       1077
       +
         l45:   ITER_NEXT R25

     

       1078
       1078
       +
         ITER_NEXT R26

     

       1079
       1079
       +
         ITER_RANGE R25 R26 l48

     

       1080
       1080
       +
         l47:   ITER_NEXT R27

     

       1081
       1081
       +
         LOAD_GLOBAL 10 R28

     

       1082
       1082
       +
         GET_ARRAY 2 R28 R27 R0 R29 R30

     

       1083
       1083
       +
         GET_ARRAY 1 R5 R29 R31 R32

     

       1084
       1084
       +
         IMMI 2 R33

     

       1085
       1085
       +
         GET_ARRAY 2 R28 R27 R33 R34 R35

     

       1086
       1086
       +
         DOM R31 R36

     

       1087
       1087
       +
         DOM R34 R37

     

       1088
       1088
       +
         INTERSECTION R36 R37 R36

     

       1089
       1089
       +
         ISEMPTY R36 R37

     

       1090
       1090
       +
         NOT R37 R37

     

       1091
       1091
       +
         SIMPLIFY_LIN R31 R34 0 R39 R40 R38

     

       1092
       1092
       +
         IMMI 0 R41

     

       1093
       1093
       +
         JMPIFNOT R30 l49

     

       1094
       1094
       +
         JMPIFNOT R32 l49

     

       1095
       1095
       +
         JMPIFNOT R35 l49

     

       1096
       1096
       +
         JMPIFNOT R37 l49

     

       1097
       1097
       +
         CALL FUN f_pre_int_lin_eq_d1i_d1vi_i 1 R39 R40 R38

     

       1098
       1098
       +
         POP R42

     

       1099
       1099
       +
         MOV R42 R41

     

       1100
       1100
       +
         l49:   PUSH R41

     

       1101
       1101
       +
         JMP l47

     

       1102
       1102
       +
         l48:   JMP l45

     

       1103
       1103
       +
         l46:   CLEAR R25 R42

     

       1104
       1104
       +
       CLOSE_AGGREGATION

     

       1105
       1105
       +
       POP R25

     

       1106
       1106
       +
       LENGTH R25 R26

     

       1107
       1107
       +
       JMPIFNOT R26 l50

     

       1108
       1108
       +
       EQI R0 R26 R27

     

       1109
       1109
       +
       JMPIF R27 l51

     

       1110
       1110
       +
       CALL FUN f_sum_cc_dTvi 1 R25

     

       1111
       1111
       +
       POP R27

     

       1112
       1112
       +
       JMP l52

     

       1113
       1113
       +
       l50: IMMI 0 R27

     

       1114
       1114
       +
       JMP l52

     

       1115
       1115
       +
       l51: GET_VEC R25 R0 R27

     

       1116
       1116
       +
       l52: OPEN_AGGREGATION VEC

     

       1117
       1117
       +
         PUSH R21

     

       1118
       1118
       +
         PUSH R19

     

       1119
       1119
       +
       CLOSE_AGGREGATION

     

       1120
       1120
       +
       POP R28

     

       1121
       1121
       +
       INTERSECT_DOMAIN R27 R28 R29

     

       1122
       1122
       +
       STORE_GLOBAL R27 25

     

       1123
       1123
       +
       OPEN_AGGREGATION VEC

     

       1124
       1124
       +
         ITER_ARRAY R10 l54

     

       1125
       1125
       +
         l53:   ITER_NEXT R32

     

       1126
       1126
       +
         ITER_NEXT R33

     

       1127
       1127
       +
         ITER_RANGE R32 R33 l56

     

       1128
       1128
       +
         l55:   ITER_NEXT R34

     

       1129
       1129
       +
         ITER_ARRAY R4 l58

     

       1130
       1130
       +
         l57:   ITER_NEXT R35

     

       1131
       1131
       +
         ITER_NEXT R36

     

       1132
       1132
       +
         ITER_RANGE R35 R36 l60

     

       1133
       1133
       +
         l59:   ITER_NEXT R37

     

       1134
       1134
       +
         CALL ROOT mk_intvar 0 R22

     

       1135
       1135
       +
         JMP l59

     

       1136
       1136
       +
         l60:   JMP l57

     

       1137
       1137
       +
         l58:   JMP l55

     

       1138
       1138
       +
         l56:   JMP l53

     

       1139
       1139
       +
         l54:   CLEAR R32 R37

     

       1140
       1140
       +
       CLOSE_AGGREGATION

     

       1141
       1141
       +
       POP R30

     

       1142
       1142
       +
       OPEN_AGGREGATION VEC

     

       1143
       1143
       +
         GET_VEC R10 R0 R31

     

       1144
       1144
       +
         PUSH R31

     

       1145
       1145
       +
         IMMI 2 R32

     

       1146
       1146
       +
         GET_VEC R10 R32 R31

     

       1147
       1147
       +
         PUSH R31

     

       1148
       1148
       +
         GET_VEC R4 R0 R31

     

       1149
       1149
       +
         PUSH R31

     

       1150
       1150
       +
         GET_VEC R4 R32 R31

     

       1151
       1151
       +
         PUSH R31

     

       1152
       1152
       +
         CLEAR R32 R32

     

       1153
       1153
       +
       CLOSE_AGGREGATION

     

       1154
       1154
       +
       POP R31

     

       1155
       1155
       +
       BUILTIN array_Xd R30 R31

     

       1156
       1156
       +
       POP R30

     

       1157
       1157
       +
       STORE_GLOBAL R30 26

     

       1158
       1158
       +
       OPEN_AGGREGATION VEC

     

       1159
       1159
       +
         ITER_ARRAY R10 l62

     

       1160
       1160
       +
         l61:   ITER_NEXT R32

     

       1161
       1161
       +
         ITER_NEXT R33

     

       1162
       1162
       +
         ITER_RANGE R32 R33 l64

     

       1163
       1163
       +
         l63:   ITER_NEXT R34

     

       1164
       1164
       +
         ITER_ARRAY R4 l66

     

       1165
       1165
       +
         l65:   ITER_NEXT R35

     

       1166
       1166
       +
         ITER_NEXT R36

     

       1167
       1167
       +
         ITER_RANGE R35 R36 l68

     

       1168
       1168
       +
         l67:   ITER_NEXT R37

     

       1169
       1169
       +
         GET_ARRAY 2 R30 R34 R37 R38 R39

     

       1170
       1170
       +
         CALL FUN d_op_times_i_i 1 R38 R38

     

       1171
       1171
       +
         POP R40

     

       1172
       1172
       +
         PUSH R40

     

       1173
       1173
       +
         JMP l67

     

       1174
       1174
       +
         l68:   JMP l65

     

       1175
       1175
       +
         l66:   JMP l63

     

       1176
       1176
       +
         l64:   JMP l61

     

       1177
       1177
       +
         l62:   CLEAR R32 R40

     

       1178
       1178
       +
       CLOSE_AGGREGATION

     

       1179
       1179
       +
       POP R32

     

       1180
       1180
       +
       LENGTH R32 R33

     

       1181
       1181
       +
       JMPIFNOT R33 l75

     

       1182
       1182
       +
       EQI R0 R33 R34

     

       1183
       1183
       +
       JMPIF R34 l76

     

       1184
       1184
       +
       CALL FUN f_sum_cc_dTvi 1 R32

     

       1185
       1185
       +
       POP R34

     

       1186
       1186
       +
       JMP l77

     

       1187
       1187
       +
       l75: IMMI 0 R34

     

       1188
       1188
       +
       JMP l77

     

       1189
       1189
       +
       l76: GET_VEC R32 R0 R34

     

       1190
       1190
       +
       l77: STORE_GLOBAL R34 27

     

       1191
       1191
       +
       OPEN_AGGREGATION VEC

     

       1192
       1192
       +
         PUSH R8

     

       1193
       1193
       +
       CLOSE_AGGREGATION

     

       1194
       1194
       +
       POP R35

     

       1195
       1195
       +
       OPEN_AGGREGATION VEC

     

       1196
       1196
       +
         ITER_ARRAY R35 l79

     

       1197
       1197
       +
         l78:   ITER_NEXT R37

     

       1198
       1198
       +
         PUSH R37

     

       1199
       1199
       +
         JMP l78

     

       1200
       1200
       +
         l79:   ITER_ARRAY R5 l81

     

       1201
       1201
       +
         l80:   ITER_NEXT R38

     

       1202
       1202
       +
         PUSH R38

     

       1203
       1203
       +
         JMP l80

     

       1204
       1204
       +
         l81:   CLEAR R37 R38

     

       1205
       1205
       +
       CLOSE_AGGREGATION

     

       1206
       1206
       +
       POP R36

     

       1207
       1207
       +
       CALL ROOT output_this 1 R36

     

       1208
       1208
       +
       ITER_ARRAY R10 l83

     

       1209
       1209
       +
       l82: ITER_NEXT R37

     

       1210
       1210
       +
       ITER_NEXT R38

     

       1211
       1211
       +
       ITER_RANGE R37 R38 l85

     

       1212
       1212
       +
       l84: ITER_NEXT R39

     

       1213
       1213
       +
       LOAD_GLOBAL 3 R40

     

       1214
       1214
       +
       GET_ARRAY 1 R40 R39 R41 R42

     

       1215
       1215
       +
       OPEN_AGGREGATION VEC

     

       1216
       1216
       +
         ITER_ARRAY R41 l87

     

       1217
       1217
       +
         l86:   ITER_NEXT R43

     

       1218
       1218
       +
         ITER_NEXT R44

     

       1219
       1219
       +
         ITER_RANGE R43 R44 l89

     

       1220
       1220
       +
         l88:   ITER_NEXT R45

     

       1221
       1221
       +
         GET_ARRAY 1 R5 R45 R46 R47

     

       1222
       1222
       +
         PUSH R46

     

       1223
       1223
       +
         JMP l88

     

       1224
       1224
       +
         l89:   JMP l86

     

       1225
       1225
       +
         l87:   CLEAR R43 R47

     

       1226
       1226
       +
       CLOSE_AGGREGATION

     

       1227
       1227
       +
       POP R43

     

       1228
       1228
       +
       OPEN_AGGREGATION VEC

     

       1229
       1229
       +
         ITER_ARRAY R4 l91

     

       1230
       1230
       +
         l90:   ITER_NEXT R44

     

       1231
       1231
       +
         ITER_NEXT R45

     

       1232
       1232
       +
         ITER_RANGE R44 R45 l93

     

       1233
       1233
       +
         l92:   ITER_NEXT R46

     

       1234
       1234
       +
         PUSH R46

     

       1235
       1235
       +
         JMP l92

     

       1236
       1236
       +
         l93:   JMP l90

     

       1237
       1237
       +
         l91:   CLEAR R44 R46

     

       1238
       1238
       +
       CLOSE_AGGREGATION

     

       1239
       1239
       +
       POP R44

     

       1240
       1240
       +
       OPEN_AGGREGATION VEC

     

       1241
       1241
       +
         ITER_ARRAY R4 l95

     

       1242
       1242
       +
         l94:   ITER_NEXT R45

     

       1243
       1243
       +
         ITER_NEXT R46

     

       1244
       1244
       +
         ITER_RANGE R45 R46 l97

     

       1245
       1245
       +
         l96:   ITER_NEXT R47

     

       1246
       1246
       +
         LOAD_GLOBAL 6 R48

     

       1247
       1247
       +
         PUSH R48

     

       1248
       1248
       +
         JMP l96

     

       1249
       1249
       +
         l97:   JMP l94

     

       1250
       1250
       +
         l95:   CLEAR R45 R48

     

       1251
       1251
       +
       CLOSE_AGGREGATION

     

       1252
       1252
       +
       POP R45

     

       1253
       1253
       +
       OPEN_AGGREGATION VEC

     

       1254
       1254
       +
         ITER_ARRAY R4 l99

     

       1255
       1255
       +
         l98:   ITER_NEXT R46

     

       1256
       1256
       +
         ITER_NEXT R47

     

       1257
       1257
       +
         ITER_RANGE R46 R47 l101

     

       1258
       1258
       +
         l100:   ITER_NEXT R48

     

       1259
       1259
       +
         LOAD_GLOBAL 7 R49

     

       1260
       1260
       +
         PUSH R49

     

       1261
       1261
       +
         JMP l100

     

       1262
       1262
       +
         l101:   JMP l98

     

       1263
       1263
       +
         l99:   CLEAR R46 R49

     

       1264
       1264
       +
       CLOSE_AGGREGATION

     

       1265
       1265
       +
       POP R46

     

       1266
       1266
       +
       CALL ROOT f_global_cardinality_low_up_closed_d1vi_d1i_d1i_d1i 1 R43 R44 R45 R46

     

       1267
       1267
       +
       JMP l84

     

       1268
       1268
       +
       l85: JMP l82

     

       1269
       1269
       +
       l83: ITER_ARRAY R12 l103

     

       1270
       1270
       +
       l102: ITER_NEXT R47

     

       1271
       1271
       +
       ITER_NEXT R48

     

       1272
       1272
       +
       ITER_RANGE R47 R48 l105

     

       1273
       1273
       +
       l104: ITER_NEXT R49

     

       1274
       1274
       +
       LOAD_GLOBAL 5 R50

     

       1275
       1275
       +
       GET_ARRAY 2 R50 R49 R0 R51 R52

     

       1276
       1276
       +
       GET_ARRAY 1 R5 R51 R53 R54

     

       1277
       1277
       +
       IMMI 2 R55

     

       1278
       1278
       +
       GET_ARRAY 2 R50 R49 R55 R56 R57

     

       1279
       1279
       +
       GET_ARRAY 1 R5 R56 R58 R59

     

       1280
       1280
       +
       LB R53 R60

     

       1281
       1281
       +
       UB R58 R61

     

       1282
       1282
       +
       LTI R60 R61 R60

     

       1283
       1283
       +
       SIMPLIFY_LIN R53 R58 1 R62 R63 R64

     

       1284
       1284
       +
       POST R52

     

       1285
       1285
       +
       POST R54

     

       1286
       1286
       +
       POST R57

     

       1287
       1287
       +
       POST R59

     

       1288
       1288
       +
       POST R60

     

       1289
       1289
       +
       CALL ROOT f_pre_int_lin_le_d1i_d1vi_i 1 R62 R63 R64

     

       1290
       1290
       +
       JMP l104

     

       1291
       1291
       +
       l105: JMP l102

     

       1292
       1292
       +
       l103: ITER_ARRAY R10 l107

     

       1293
       1293
       +
       l106: ITER_NEXT R65

     

       1294
       1294
       +
       ITER_NEXT R66

     

       1295
       1295
       +
       ITER_RANGE R65 R66 l109

     

       1296
       1296
       +
       l108: ITER_NEXT R67

     

       1297
       1297
       +
       OPEN_AGGREGATION VEC

     

       1298
       1298
       +
         ITER_ARRAY R4 l111

     

       1299
       1299
       +
         l110:   ITER_NEXT R68

     

       1300
       1300
       +
         ITER_NEXT R69

     

       1301
       1301
       +
         ITER_RANGE R68 R69 l113

     

       1302
       1302
       +
         l112:   ITER_NEXT R70

     

       1303
       1303
       +
         GET_ARRAY 2 R23 R67 R70 R71 R72

     

       1304
       1304
       +
         PUSH R71

     

       1305
       1305
       +
         JMP l112

     

       1306
       1306
       +
         l113:   JMP l110

     

       1307
       1307
       +
         l111:   CLEAR R68 R72

     

       1308
       1308
       +
       CLOSE_AGGREGATION

     

       1309
       1309
       +
       POP R68

     

       1310
       1310
       +
       LOAD_GLOBAL 3 R69

     

       1311
       1311
       +
       GET_ARRAY 1 R69 R67 R70 R71

     

       1312
       1312
       +
       OPEN_AGGREGATION VEC

     

       1313
       1313
       +
         ITER_ARRAY R70 l115

     

       1314
       1314
       +
         l114:   ITER_NEXT R72

     

       1315
       1315
       +
         ITER_NEXT R73

     

       1316
       1316
       +
         ITER_RANGE R72 R73 l117

     

       1317
       1317
       +
         l116:   ITER_NEXT R74

     

       1318
       1318
       +
         GET_ARRAY 1 R5 R74 R75 R76

     

       1319
       1319
       +
         PUSH R75

     

       1320
       1320
       +
         JMP l116

     

       1321
       1321
       +
         l117:   JMP l114

     

       1322
       1322
       +
         l115:   CLEAR R72 R76

     

       1323
       1323
       +
       CLOSE_AGGREGATION

     

       1324
       1324
       +
       POP R72

     

       1325
       1325
       +
       OPEN_AGGREGATION VEC

     

       1326
       1326
       +
         ITER_ARRAY R70 l119

     

       1327
       1327
       +
         l118:   ITER_NEXT R73

     

       1328
       1328
       +
         ITER_NEXT R74

     

       1329
       1329
       +
         ITER_RANGE R73 R74 l121

     

       1330
       1330
       +
         l120:   ITER_NEXT R75

     

       1331
       1331
       +
         LOAD_GLOBAL 8 R76

     

       1332
       1332
       +
         GET_ARRAY 1 R76 R75 R77 R78

     

       1333
       1333
       +
         PUSH R77

     

       1334
       1334
       +
         JMP l120

     

       1335
       1335
       +
         l121:   JMP l118

     

       1336
       1336
       +
         l119:   CLEAR R73 R78

     

       1337
       1337
       +
       CLOSE_AGGREGATION

     

       1338
       1338
       +
       POP R73

     

       1339
       1339
       +
       CALL ROOT f_bin_packing_load_d1vi_d1vi_d1i 1 R68 R72 R73

     

       1340
       1340
       +
       JMP l108

     

       1341
       1341
       +
       l109: JMP l106

     

       1342
       1342
       +
       l107: ITER_ARRAY R10 l123

     

       1343
       1343
       +
       l122: ITER_NEXT R74

     

       1344
       1344
       +
       ITER_NEXT R75

     

       1345
       1345
       +
       ITER_RANGE R74 R75 l125

     

       1346
       1346
       +
       l124: ITER_NEXT R76

     

       1347
       1347
       +
       ITER_ARRAY R4 l127

     

       1348
       1348
       +
       l126: ITER_NEXT R77

     

       1349
       1349
       +
       ITER_NEXT R78

     

       1350
       1350
       +
       ITER_RANGE R77 R78 l129

     

       1351
       1351
       +
       l128: ITER_NEXT R79

     

       1352
       1352
       +
       GET_ARRAY 2 R30 R76 R79 R80 R81

     

       1353
       1353
       +
       GET_ARRAY 2 R23 R76 R79 R82 R83

     

       1354
       1354
       +
       GET_ARRAY 1 R18 R76 R84 R85

     

       1355
       1355
       +
       CALL FUN d_op_minus_i_i 1 R82 R84

     

       1356
       1356
       +
       POP R86

     

       1357
       1357
       +
       GET_ARRAY 1 R17 R76 R87 R88

     

       1358
       1358
       +
       CALL FUN d_op_minus_i_i 0 R87 R82

     

       1359
       1359
       +
       POP R89

     

       1360
       1360
       +
       CALL FUN d_max_i_i 1 R86 R89

     

       1361
       1361
       +
       POP R90

     

       1362
       1362
       +
       DOM R80 R91

     

       1363
       1363
       +
       DOM R90 R92

     

       1364
       1364
       +
       INTERSECTION R91 R92 R91

     

       1365
       1365
       +
       ISEMPTY R91 R92

     

       1366
       1366
       +
       NOT R92 R92

     

       1367
       1367
       +
       SIMPLIFY_LIN R80 R90 0 R94 R95 R93

     

       1368
       1368
       +
       POST R81

     

       1369
       1369
       +
       POST R83

     

       1370
       1370
       +
       POST R85

     

       1371
       1371
       +
       POST R88

     

       1372
       1372
       +
       POST R92

     

       1373
       1373
       +
       CALL ROOT f_pre_int_lin_eq_d1i_d1vi_i 1 R94 R95 R93

     

       1374
       1374
       +
       JMP l128

     

       1375
       1375
       +
       l129: JMP l126

     

       1376
       1376
       +
       l127: JMP l124

     

       1377
       1377
       +
       l125: JMP l122

     

       1378
       1378
       +
       l123: LOAD_GLOBAL 11 R96

     

       1379
       1379
       +
       CALL FUN d_op_times_i_i 0 R96 R34

     

       1380
       1380
       +
       POP R97

     

       1381
       1381
       +
       LOAD_GLOBAL 12 R98

     

       1382
       1382
       +
       CALL FUN d_op_times_i_i 0 R98 R27

     

       1383
       1383
       +
       POP R99

     

       1384
       1384
       +
       CALL FUN d_op_plus_i_i 1 R97 R99

     

       1385
       1385
       +
       POP R100

     

       1386
       1386
       +
       DOM R8 R101

     

       1387
       1387
       +
       DOM R100 R102

     

       1388
       1388
       +
       INTERSECTION R101 R102 R101

     

       1389
       1389
       +
       ISEMPTY R101 R102

     

       1390
       1390
       +
       NOT R102 R102

     

       1391
       1391
       +
       SIMPLIFY_LIN R8 R100 0 R104 R105 R103

     

       1392
       1392
       +
       POST R102

     

       1393
       1393
       +
       CALL ROOT f_pre_int_lin_eq_d1i_d1vi_i 1 R104 R105 R103

     

       1394
       1394
       +
       IMMI 2 R106

     

       1395
       1395
       +
       CALL ROOT solve_this 1 R21 R21 R5 R106 R0

     

       1396
       1396
       +
       CLEAR R0 R106

     

       1397
       1397
       +
       RET

+2 -2

gbac/reduced_UD4-gbac.dzn

···

       19
       19
        
       w2 = 1;

     

       20
       20
        
       course_load =  [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 12, 6, 6, 6, 6, 6, 6, 6, 6, 6, 12, 6, 6, 12, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6] ;

     

       21
       21
        
       courses_of =  [{1, 2, 3, 35, 8, 28, 29, 30}, {1, 3, 4, 5, 35, 28, 29, 30}, {1, 35, 6, 8, 28, 29, 30}, {1, 35, 4, 6, 7, 28, 29, 30}, {34, 9, 10, 11, 12, 13, 15, 17, 18}, {34, 9, 10, 11, 12, 13, 14, 15, 18}, {9, 10, 11, 12, 14, 15, 16, 17, 18}, {32, 33, 19, 20, 21, 22, 24, 27}, {32, 33, 19, 20, 21, 24, 27}, {32, 33, 4, 19, 20, 21, 24, 27}, {32, 33, 19, 20, 21, 24, 25, 27}, {32, 33, 13, 19, 20, 21, 23, 24, 27}, {25, 26, 19, 36, 31}, {25, 26, 19, 36, 31}, {4, 36, 19, 25, 26, 31}, {25, 26, 19, 36, 31}] ;

     

       22
       22
       -
       precedes = array2d(precedences,1..2, [2, 5, 2, 7, 2, 30, 9, 17, 9, 18, 10, 17, 10, 18, 23, 21, 23, 33, 31, 36, 32, 21, 32, 33] );

     

       23
       23
       -
       undesirable = array2d(undesirables,1..2, [1, 1, 1, 4, 2, 1, 2, 4, 3, 3, 3, 6, 4, 1, 4, 4, 5, 2, 5, 5, 5, 3, 5, 6, 6, 2, 6, 5, 7, 2, 7, 5, 8, 3, 8, 6, 9, 2, 9, 5, 10, 2, 10, 5, 11, 2, 11, 5, 11, 3, 11, 6, 12, 3, 12, 6, 13, 3, 13, 6, 14, 2, 14, 5, 15, 3, 15, 6, 16, 3, 16, 6, 17, 3, 17, 6, 18, 3, 18, 6, 19, 1, 19, 4, 20, 2, 20, 5, 21, 3, 21, 6, 22, 3, 22, 6, 23, 3, 23, 6, 23, 1, 23, 4, 24, 1, 24, 4, 25, 3, 25, 6, 25, 2, 25, 5, 26, 1, 26, 4, 27, 3, 27, 6, 28, 3, 28, 6, 29, 1, 29, 4, 30, 2, 30, 5, 31, 2, 31, 5, 32, 3, 32, 6, 33, 1, 33, 4, 34, 3, 34, 6, 35, 3, 35, 6, 36, 1, 36, 4] );

     

       22
       22
       +
       precedes = array2d(1..n_precedences,1..2, [2, 5, 2, 7, 2, 30, 9, 17, 9, 18, 10, 17, 10, 18, 23, 21, 23, 33, 31, 36, 32, 21, 32, 33] );

     

       23
       23
       +
       undesirable = array2d(1..n_undesirables,1..2, [1, 1, 1, 4, 2, 1, 2, 4, 3, 3, 3, 6, 4, 1, 4, 4, 5, 2, 5, 5, 5, 3, 5, 6, 6, 2, 6, 5, 7, 2, 7, 5, 8, 3, 8, 6, 9, 2, 9, 5, 10, 2, 10, 5, 11, 2, 11, 5, 11, 3, 11, 6, 12, 3, 12, 6, 13, 3, 13, 6, 14, 2, 14, 5, 15, 3, 15, 6, 16, 3, 16, 6, 17, 3, 17, 6, 18, 3, 18, 6, 19, 1, 19, 4, 20, 2, 20, 5, 21, 3, 21, 6, 22, 3, 22, 6, 23, 3, 23, 6, 23, 1, 23, 4, 24, 1, 24, 4, 25, 3, 25, 6, 25, 2, 25, 5, 26, 1, 26, 4, 27, 3, 27, 6, 28, 3, 28, 6, 29, 1, 29, 4, 30, 2, 30, 5, 31, 2, 31, 5, 32, 3, 32, 6, 33, 1, 33, 4, 34, 3, 34, 6, 35, 3, 35, 6, 36, 1, 36, 4] );

     

       24
       24
        
       % {'c308': 7, 'c335': 15, 'c648': 31, 'c655': 34, 'c344': 18, 'c303': 6, 'c320': 10, 'c352': 21, 'c328': 13, 'c284': 1, 'c635': 30, 'c321': 11, 'c650': 32, 'c361': 23, 'c634': 29, 'c338': 16, 'c333': 14, 'c381': 25, 'c319': 9, 'c356': 22, 'c350': 20, 'c376': 24, 'c346': 19, 'c322': 12, 'c664': 36, 'c651': 33, 'c623': 27, 'c301': 5, 'c388': 26, 'c343': 17, 'c658': 35, 'c315': 8, 'c631': 28, 'c291': 3, 'c290': 2, 'c300': 4}

+6 -3

install.sh

···

       7
       7
        
       

     

       8
       8
        
       mkdir -p software/{build,install}

     

       9
       9
        
       

     

       10
       10
       -
       # Build Chuffed

     

       11
       11
       -
       for dir in "chuffed" "gecode" "gecode_on_record" "gecode_on_replay" "minizinc"

     

       10
       10
       +
       # Build 

     

       11
       11
       +
       for dir in "chuffed" "gecode" "gecode_base" "gecode_on_record" "gecode_on_replay" "minizinc"

     

       12
       12
        
       do

     

       13
       13
       -
       	cmake -S software/${dir} -B software/build/${dir} -DCMAKE_BUILD_TYPE=RELEASE -DCMAKE_INSTALL_PREFIX=`pwd`/software/install/${dir}

     

       13
       13
       +
       	cmake -S software/${dir} -B software/build/${dir} -DCMAKE_BUILD_TYPE=RELEASE -DCMAKE_INSTALL_PREFIX=`pwd`/software/install/${dir}  -DCMAKE_POSITION_INDEPENDENT_CODE=ON

     

       14
       14
        
       	cmake --build software/build/${dir} --config Release --target install -- -j4

     

       15
       15
        
       done

     

       16
       16
       +
       

     

       17
       17
       +
       cmake -S software/mza -B software/build/mza -DGECODE_ROOT=`pwd`/software/install/gecode_base/ -DCMAKE_BUILD_TYPE=RELEASE -DCMAKE_INSTALL_PREFIX=`pwd`/software/install/mza -DCMAKE_POSITION_INDEPENDENT_CODE=ON

     

       18
       18
       +
       cmake --build software/build/mza --config Release --target install -- -j4

     

       16
       19
        
       

     

       17
       20
        
       ln -s `pwd`/software/install/gecode/share/minizinc/gecode/mznlib `pwd`/software/install/minizinc/share/minizinc/gecode

     

       18
       21
        
       ln -s `pwd`/software/install/chuffed/share/minizinc/chuffed `pwd`/software/install/minizinc/share/minizinc/chuffed

+16

output/gbac.csv

···

       1
       1
       +
       Configuration,Data,Compile Time (s),Solve Time (s)

     

       2
       2
       +
       Base,gbac/UD2-gbac.dzn,25.458818981423974,17.341287191957235

     

       3
       3
       +
       Base,gbac/UD4-gbac.dzn,25.138776898384094,14.327164655551314

     

       4
       4
       +
       Base,gbac/UD5-gbac.dzn,28.67881595157087,19.71248783171177

     

       5
       5
       +
       Base,gbac/UD8-gbac.dzn,27.21088409423828,25.1462098434567

     

       6
       6
       +
       Base,gbac/reduced_UD4-gbac.dzn,22.770592607557774,6.444738935679197

     

       7
       7
       +
       Incremental Rewriting,gbac/UD2-gbac.dzn,0.44289878150448203,16.619278862606734

     

       8
       8
       +
       Incremental Rewriting,gbac/UD4-gbac.dzn,0.2829281724989414,14.927907383069396

     

       9
       9
       +
       Incremental Rewriting,gbac/UD5-gbac.dzn,0.5103892032057047,18.957355537917465

     

       10
       10
       +
       Incremental Rewriting,gbac/UD8-gbac.dzn,0.39341115299612284,24.45117470016703

     

       11
       11
       +
       Incremental Rewriting,gbac/reduced_UD4-gbac.dzn,0.13793163280934095,7.798715312965214

     

       12
       12
       +
       Restart Based Search,gbac/UD2-gbac.dzn,0.24477300000000002,10.421576

     

       13
       13
       +
       Restart Based Search,gbac/UD4-gbac.dzn,0.1655035,5.5756935

     

       14
       14
       +
       Restart Based Search,gbac/UD5-gbac.dzn,0.35128000000000004,19.6692045

     

       15
       15
       +
       Restart Based Search,gbac/UD8-gbac.dzn,0.18578899999999998,22.257126

     

       16
       16
       +
       Restart Based Search,gbac/reduced_UD4-gbac.dzn,0.076363,5.0173045

+28

output/radiation.csv

···

       1
       1
       +
       Configuration,Data,Compile Time (s),Solve Time (s)

     

       2
       2
       +
       Base,radiation/01.dzn,0.24510734984651208,0.023913082107901572

     

       3
       3
       +
       Base,radiation/02.dzn,0.30582690900191667,0.028090783022344114

     

       4
       4
       +
       Base,radiation/03.dzn,0.3193663267418742,0.031867857277393344

     

       5
       5
       +
       Base,radiation/04.dzn,0.39944209847599266,0.06285300282761455

     

       6
       6
       +
       Base,radiation/05.dzn,0.3814492827281356,0.07408921113237739

     

       7
       7
       +
       Base,radiation/06.dzn,0.42284395741298797,0.0830705595202744

     

       8
       8
       +
       Base,radiation/07.dzn,0.3188631976954639,0.03759916163980961

     

       9
       9
       +
       Base,radiation/08.dzn,0.41931043174117805,0.16300638895481825

     

       10
       10
       +
       Base,radiation/09.dzn,0.4676839098334312,0.2566952796652913

     

       11
       11
       +
       Incremental Rewriting,radiation/01.dzn,0.01925070183351636,0.01717325309291482

     

       12
       12
       +
       Incremental Rewriting,radiation/02.dzn,0.020097369328141212,0.014758218824863435

     

       13
       13
       +
       Incremental Rewriting,radiation/03.dzn,0.019597070664167403,0.03506866861134768

     

       14
       14
       +
       Incremental Rewriting,radiation/04.dzn,0.020147585589438678,0.046414986718446016

     

       15
       15
       +
       Incremental Rewriting,radiation/05.dzn,0.020718697272241116,0.07127303797751665

     

       16
       16
       +
       Incremental Rewriting,radiation/06.dzn,0.020426739938557148,0.0479787765070796

     

       17
       17
       +
       Incremental Rewriting,radiation/07.dzn,0.020852961204946042,0.031166965235024692

     

       18
       18
       +
       Incremental Rewriting,radiation/08.dzn,0.020653770212084054,0.240933208912611

     

       19
       19
       +
       Incremental Rewriting,radiation/09.dzn,0.020874314848333596,0.23791785333305598

     

       20
       20
       +
       Restart Based Search,radiation/01.dzn,0.0397587,0.0156963

     

       21
       21
       +
       Restart Based Search,radiation/02.dzn,0.03960400000000001,0.012639799999999998

     

       22
       22
       +
       Restart Based Search,radiation/03.dzn,0.039819400000000005,0.018935200000000003

     

       23
       23
       +
       Restart Based Search,radiation/04.dzn,0.044984100000000006,0.03167359999999999

     

       24
       24
       +
       Restart Based Search,radiation/05.dzn,0.045806799999999995, 0.068683

     

       25
       25
       +
       Restart Based Search,radiation/06.dzn,0.0460396,0.0317119

     

       26
       26
       +
       Restart Based Search,radiation/07.dzn,0.048206399999999996,0.016760999999999998

     

       27
       27
       +
       Restart Based Search,radiation/08.dzn,0.048394900000000005,0.1321796

     

       28
       28
       +
       Restart Based Search,radiation/09.dzn,0.048275,0.1422641

+106

pyflow.lock

···

       1
       1
       +
       [[package]]

     

       2
       2
       +
       id = 12

     

       3
       3
       +
       name = "six"

     

       4
       4
       +
       version = "1.16.0"

     

       5
       5
       +
       source = "pypi+https://pypi.org/pypi/six/1.16.0/json"

     

       6
       6
       +
       dependencies = []

     

       7
       7
       +
       

     

       8
       8
       +
       [[package]]

     

       9
       9
       +
       id = 17

     

       10
       10
       +
       name = "scipy"

     

       11
       11
       +
       version = "1.7.0"

     

       12
       12
       +
       source = "pypi+https://pypi.org/pypi/scipy/1.7.0/json"

     

       13
       13
       +
       dependencies = []

     

       14
       14
       +
       

     

       15
       15
       +
       [[package]]

     

       16
       16
       +
       id = 13

     

       17
       17
       +
       name = "pandas"

     

       18
       18
       +
       version = "1.3.0"

     

       19
       19
       +
       source = "pypi+https://pypi.org/pypi/pandas/1.3.0/json"

     

       20
       20
       +
       dependencies = ["python-dateutil 2.8.1 pypi+https://pypi.org/pypi/python-dateutil/2.8.1/json", "pytz 2018.4 pypi+https://pypi.org/pypi/pytz/2018.4/json"]

     

       21
       21
       +
       

     

       22
       22
       +
       [[package]]

     

       23
       23
       +
       id = 20

     

       24
       24
       +
       name = "numpy"

     

       25
       25
       +
       version = "1.21.0"

     

       26
       26
       +
       source = "pypi+https://pypi.org/pypi/numpy/1.21.0/json"

     

       27
       27
       +
       dependencies = []

     

       28
       28
       +
       

     

       29
       29
       +
       [[package]]

     

       30
       30
       +
       id = 10

     

       31
       31
       +
       name = "kiwisolver"

     

       32
       32
       +
       version = "1.3.1"

     

       33
       33
       +
       source = "pypi+https://pypi.org/pypi/kiwisolver/1.3.1/json"

     

       34
       34
       +
       dependencies = []

     

       35
       35
       +
       

     

       36
       36
       +
       [[package]]

     

       37
       37
       +
       id = 7

     

       38
       38
       +
       name = "pyparsing"

     

       39
       39
       +
       version = "3.0.0b2"

     

       40
       40
       +
       source = "pypi+https://pypi.org/pypi/pyparsing/3.0.0b2/json"

     

       41
       41
       +
       dependencies = []

     

       42
       42
       +
       

     

       43
       43
       +
       [[package]]

     

       44
       44
       +
       id = 2

     

       45
       45
       +
       name = "pycparser"

     

       46
       46
       +
       version = "2.20"

     

       47
       47
       +
       source = "pypi+https://pypi.org/pypi/pycparser/2.20/json"

     

       48
       48
       +
       dependencies = []

     

       49
       49
       +
       

     

       50
       50
       +
       [[package]]

     

       51
       51
       +
       id = 8

     

       52
       52
       +
       name = "Pillow"

     

       53
       53
       +
       version = "8.3.1"

     

       54
       54
       +
       source = "pypi+https://pypi.org/pypi/Pillow/8.3.1/json"

     

       55
       55
       +
       dependencies = []

     

       56
       56
       +
       

     

       57
       57
       +
       [[package]]

     

       58
       58
       +
       id = 15

     

       59
       59
       +
       name = "python-dateutil"

     

       60
       60
       +
       version = "2.8.1"

     

       61
       61
       +
       source = "pypi+https://pypi.org/pypi/python-dateutil/2.8.1/json"

     

       62
       62
       +
       dependencies = []

     

       63
       63
       +
       

     

       64
       64
       +
       [[package]]

     

       65
       65
       +
       id = 21

     

       66
       66
       +
       name = "matplotlib"

     

       67
       67
       +
       version = "3.4.2"

     

       68
       68
       +
       source = "pypi+https://pypi.org/pypi/matplotlib/3.4.2/json"

     

       69
       69
       +
       dependencies = ["Cycler 0.10.0 pypi+https://pypi.org/pypi/Cycler/0.10.0/json", "Pillow 8.3.1 pypi+https://pypi.org/pypi/Pillow/8.3.1/json", "kiwisolver 1.3.1 pypi+https://pypi.org/pypi/kiwisolver/1.3.1/json", "pyparsing 3.0.0b2 pypi+https://pypi.org/pypi/pyparsing/3.0.0b2/json"]

     

       70
       70
       +
       

     

       71
       71
       +
       [[package]]

     

       72
       72
       +
       id = 3

     

       73
       73
       +
       name = "seaborn"

     

       74
       74
       +
       version = "0.11.1"

     

       75
       75
       +
       source = "pypi+https://pypi.org/pypi/seaborn/0.11.1/json"

     

       76
       76
       +
       dependencies = ["pandas 1.3.0 pypi+https://pypi.org/pypi/pandas/1.3.0/json", "scipy 1.7.0 pypi+https://pypi.org/pypi/scipy/1.7.0/json"]

     

       77
       77
       +
       

     

       78
       78
       +
       [[package]]

     

       79
       79
       +
       id = 1

     

       80
       80
       +
       name = "cffi"

     

       81
       81
       +
       version = "1.14.6"

     

       82
       82
       +
       source = "pypi+https://pypi.org/pypi/cffi/1.14.6/json"

     

       83
       83
       +
       dependencies = ["pycparser 2.20 pypi+https://pypi.org/pypi/pycparser/2.20/json"]

     

       84
       84
       +
       

     

       85
       85
       +
       [[package]]

     

       86
       86
       +
       id = 14

     

       87
       87
       +
       name = "pytz"

     

       88
       88
       +
       version = "2018.4"

     

       89
       89
       +
       source = "pypi+https://pypi.org/pypi/pytz/2018.4/json"

     

       90
       90
       +
       dependencies = []

     

       91
       91
       +
       

     

       92
       92
       +
       [[package]]

     

       93
       93
       +
       id = 11

     

       94
       94
       +
       name = "Cycler"

     

       95
       95
       +
       version = "0.10.0"

     

       96
       96
       +
       source = "pypi+https://pypi.org/pypi/Cycler/0.10.0/json"

     

       97
       97
       +
       dependencies = ["six 1.16.0 pypi+https://pypi.org/pypi/six/1.16.0/json"]

     

       98
       98
       +
       

     

       99
       99
       +
       [[package]]

     

       100
       100
       +
       id = 15

     

       101
       101
       +
       name = "minizinc"

     

       102
       102
       +
       version = "0.4.2"

     

       103
       103
       +
       source = "pypi+https://pypi.org/pypi/minizinc/0.4.2/json"

     

       104
       104
       +
       dependencies = []

     

       105
       105
       +
       

     

       106
       106
       +
       [metadata]

+200

radiation.py

···

       1
       1
       +
       #!/usr/bin/env python3

     

       2
       2
       +
       import os

     

       3
       3
       +
       import sys

     

       4
       4
       +
       import time

     

       5
       5
       +
       import csv

     

       6
       6
       +
       

     

       7
       7
       +
       import logging

     

       8
       8
       +
       

     

       9
       9
       +
       logging.basicConfig(filename="minizinc-python.log", level=logging.DEBUG)

     

       10
       10
       +
       

     

       11
       11
       +
       MZNR_HOME = os.getcwd() + "/software/install/minizinc/bin"

     

       12
       12
       +
       os.environ["PATH"] = MZNR_HOME + ":" + os.environ["PATH"]

     

       13
       13
       +
       os.environ["MZN_SOLVER_PATH"] = (

     

       14
       14
       +
           os.getcwd() + "/software/install/gecode/share/minizinc/solvers"

     

       15
       15
       +
       )

     

       16
       16
       +
       import minizinc

     

       17
       17
       +
       

     

       18
       18
       +
       MZA_HOME = os.getcwd() + "/software/mza"

     

       19
       19
       +
       sys.path.append(MZA_HOME)

     

       20
       20
       +
       

     

       21
       21
       +
       mza_lib = os.getcwd() + "/software/install/mza/lib"

     

       22
       22
       +
       if sys.platform == "linux" or sys.platform == "linux2":

     

       23
       23
       +
           rerun = True

     

       24
       24
       +
           if not "LD_LIBRARY_PATH" in os.environ:

     

       25
       25
       +
               os.environ["LD_LIBRARY_PATH"] = mza_lib

     

       26
       26
       +
           elif not mza_lib in os.environ.get("LD_LIBRARY_PATH"):

     

       27
       27
       +
               os.environ["LD_LIBRARY_PATH"] += ":" + mza_lib

     

       28
       28
       +
           else:

     

       29
       29
       +
               rerun = False

     

       30
       30
       +
           if rerun:

     

       31
       31
       +
               os.execve(os.path.realpath(__file__), sys.argv, os.environ)

     

       32
       32
       +
       

     

       33
       33
       +
       import mza

     

       34
       34
       +
       from mza import Instance

     

       35
       35
       +
       

     

       36
       36
       +
       mza.DEBUG = False

     

       37
       37
       +
       

     

       38
       38
       +
       SOLVER = "gecode_presolver"

     

       39
       39
       +
       PROTO_MODEL = "radiation/proto.uzn"

     

       40
       40
       +
       RESTART_MODEL = "radiation/on_restart.mzn"

     

       41
       41
       +
       DATA = [

     

       42
       42
       +
           "radiation/01.dzn",

     

       43
       43
       +
           "radiation/02.dzn",

     

       44
       44
       +
           "radiation/03.dzn",

     

       45
       45
       +
           "radiation/04.dzn",

     

       46
       46
       +
           "radiation/05.dzn",

     

       47
       47
       +
           "radiation/06.dzn",

     

       48
       48
       +
           "radiation/07.dzn",

     

       49
       49
       +
           "radiation/08.dzn",

     

       50
       50
       +
           "radiation/09.dzn",

     

       51
       51
       +
       ]

     

       52
       52
       +
       FN_ID = "f_lex_obj_i"

     

       53
       53
       +
       N_OBJ = 2

     

       54
       54
       +
       

     

       55
       55
       +
       RUNS = 10

     

       56
       56
       +
       

     

       57
       57
       +
       

     

       58
       58
       +
       def radiation_restart(data_file):

     

       59
       59
       +
           os.environ["MZN_STDLIB_DIR"] = (

     

       60
       60
       +
               os.getcwd() + "/software/install/minizinc/share/minizinc"

     

       61
       61
       +
           )

     

       62
       62
       +
           gecode = minizinc.Solver.lookup("gecode")

     

       63
       63
       +
           inst = minizinc.Instance(gecode, minizinc.Model(RESTART_MODEL))

     

       64
       64
       +
           inst.add_file(data_file)

     

       65
       65
       +
       

     

       66
       66
       +
           args = {

     

       67
       67
       +
               "all_solutions": True,

     

       68
       68
       +
               "--restart": "constant",

     

       69
       69
       +
               "--restart-scale": 100000000,

     

       70
       70
       +
           }

     

       71
       71
       +
           res = inst.solve(**args)

     

       72
       72
       +
       

     

       73
       73
       +
           # print(res.statistics)

     

       74
       74
       +
           return (

     

       75
       75
       +
               res.statistics["flatTime"].total_seconds(),

     

       76
       76
       +
               (res.statistics["initTime"] + res.statistics["solveTime"]).total_seconds(),

     

       77
       77
       +
           )

     

       78
       78
       +
       

     

       79
       79
       +
       

     

       80
       80
       +
       def radiation_incr(data_file):

     

       81
       81
       +
           os.environ["MZN_STDLIB_DIR"] = os.getcwd() + "/software/mza/share/minizinc"

     

       82
       82
       +
           compile_time = 0.0

     

       83
       83
       +
           solve_time = 0.0

     

       84
       84
       +
       

     

       85
       85
       +
           # --- Initial compilation of instance ---

     

       86
       86
       +
           start = time.perf_counter()

     

       87
       87
       +
           inst = Instance(PROTO_MODEL, data_file, SOLVER)

     

       88
       88
       +
           inst.output_dict(False)

     

       89
       89
       +
           compile_time += time.perf_counter() - start

     

       90
       90
       +
           # --- Solve initial instance ---

     

       91
       91
       +
           start = time.perf_counter()

     

       92
       92
       +
           (status, sol) = inst.solve()

     

       93
       93
       +
           solve_time += time.perf_counter() - start

     

       94
       94
       +
           # print(status + ": " + str(sol))

     

       95
       95
       +
       

     

       96
       96
       +
           # --- Further Lexicographic Search ---

     

       97
       97
       +
           stage = 1

     

       98
       98
       +
           while stage <= N_OBJ:

     

       99
       99
       +
               with inst.branch() as child:

     

       100
       100
       +
                   # --- Compile instance ---

     

       101
       101
       +
                   start = time.perf_counter()

     

       102
       102
       +
                   inst.add_call(FN_ID, stage)

     

       103
       103
       +
                   compile_time += time.perf_counter() - start

     

       104
       104
       +
                   # inst.print()

     

       105
       105
       +
       

     

       106
       106
       +
                   # --- Solve instance ---

     

       107
       107
       +
                   start = time.perf_counter()

     

       108
       108
       +
                   (status, sol) = inst.solve()

     

       109
       109
       +
                   solve_time += time.perf_counter() - start

     

       110
       110
       +
                   if status == "UNSAT":

     

       111
       111
       +
                       stage += 1

     

       112
       112
       +
                   else:

     

       113
       113
       +
                       assert status == "SAT" or status == "OPT"

     

       114
       114
       +
                   # print(status + ": " + str(sol))

     

       115
       115
       +
       

     

       116
       116
       +
           return compile_time, solve_time

     

       117
       117
       +
       

     

       118
       118
       +
       

     

       119
       119
       +
       def radiation_redo(data_file):

     

       120
       120
       +
           os.environ["MZN_STDLIB_DIR"] = os.getcwd() + "/software/mza/share/minizinc"

     

       121
       121
       +
           compile_time = 0.0

     

       122
       122
       +
           solve_time = 0.0

     

       123
       123
       +
       

     

       124
       124
       +
           incumbent = None

     

       125
       125
       +
           stage = 1

     

       126
       126
       +
           status = None

     

       127
       127
       +
           inst = None

     

       128
       128
       +
           while stage <= N_OBJ:

     

       129
       129
       +
               # --- Compile instance ---

     

       130
       130
       +
               start = time.perf_counter()

     

       131
       131
       +
       

     

       132
       132
       +
               inst = Instance(PROTO_MODEL, data_file, SOLVER)

     

       133
       133
       +
               inst.output_dict(True)

     

       134
       134
       +
               if incumbent is not None:

     

       135
       135
       +
                   inst.set_incumbent(incumbent)

     

       136
       136
       +
                   inst.add_call(FN_ID, stage)

     

       137
       137
       +
               compile_time += time.perf_counter() - start

     

       138
       138
       +
       

     

       139
       139
       +
               # --- Solve instance ---

     

       140
       140
       +
               start = time.perf_counter()

     

       141
       141
       +
               (status, sol) = inst.solve()

     

       142
       142
       +
               solve_time += time.perf_counter() - start

     

       143
       143
       +
               if status == "UNSAT":

     

       144
       144
       +
                   stage += 1

     

       145
       145
       +
               else:

     

       146
       146
       +
                   assert status == "SAT" or status == "OPT"

     

       147
       147
       +
                   incumbent = sol

     

       148
       148
       +
               # print(

     

       149
       149
       +
               #     status + ": [" + ", ".join([str(v) for k, v in incumbent.items()]) + "]"

     

       150
       150
       +
               # )

     

       151
       151
       +
       

     

       152
       152
       +
           return compile_time, solve_time

     

       153
       153
       +
       

     

       154
       154
       +
       

     

       155
       155
       +
       if __name__ == "__main__":

     

       156
       156
       +
           fieldnames = ["Configuration", "Data", "Compile Time (s)", "Solve Time (s)"]

     

       157
       157
       +
           writer = csv.writer(sys.stdout)

     

       158
       158
       +
       

     

       159
       159
       +
           writer.writerow(fieldnames)

     

       160
       160
       +
       

     

       161
       161
       +
           for d in DATA:

     

       162
       162
       +
               # --- Run Restart based strategy

     

       163
       163
       +
               t1, t2 = 0, 0

     

       164
       164
       +
               for i in range(RUNS):

     

       165
       165
       +
                   ct, st = radiation_restart(d)

     

       166
       166
       +
                   t1 += ct

     

       167
       167
       +
                   t2 += st

     

       168
       168
       +
               writer.writerow(["RBS", d, t1 / RUNS, t2 / RUNS])

     

       169
       169
       +
               # --- Run incremental rewriting

     

       170
       170
       +
               t1, t2 = 0, 0

     

       171
       171
       +
               for i in range(RUNS):

     

       172
       172
       +
                   ct, st = radiation_incr(d)

     

       173
       173
       +
                   t1 += ct

     

       174
       174
       +
                   t2 += st

     

       175
       175
       +
               writer.writerow(["Incr.", d, t1 / RUNS, t2 / RUNS])

     

       176
       176
       +
               # --- Run baseline

     

       177
       177
       +
               t1, t2 = 0, 0

     

       178
       178
       +
               for i in range(RUNS):

     

       179
       179
       +
                   ct, st = radiation_redo(d)

     

       180
       180
       +
                   t1 += ct

     

       181
       181
       +
                   t2 += st

     

       182
       182
       +
               writer.writerow(["Base", d, t1 / RUNS, t2 / RUNS])

     

       183
       183
       +
       

     

       184
       184
       +
       # df = pd.DataFrame(

     

       185
       185
       +
       #     data={

     

       186
       186
       +
       #         "Compile Time (s)": compile_time,

     

       187
       187
       +
       #         "Solve Time (s)": solve_time,

     

       188
       188
       +
       #         "Data": cumulative,

     

       189
       189
       +
       #         "Strategy": tag,

     

       190
       190
       +
       #     }

     

       191
       191
       +
       # )

     

       192
       192
       +
       

     

       193
       193
       +
       # plot = sns.scatterplot(

     

       194
       194
       +
       #     data=df,

     

       195
       195
       +
       #     x="Compile Time (s)",

     

       196
       196
       +
       #     y="Solve Time (s)",

     

       197
       197
       +
       #     hue="Strategy",

     

       198
       198
       +
       #     style="Strategy",

     

       199
       199
       +
       # )

     

       200
       200
       +
       # plot.figure.savefig("output.pdf")

+13

radiation/01.dzn

···

       1
       1
       +
       

     

       2
       2
       +
       m = 5;	% rows

     

       3
       3
       +
       n = 5;	% columns

     

       4
       4
       +
       

     

       5
       5
       +
       % max intensity = 8

     

       6
       6
       +
       Intensity = [|

     

       7
       7
       +
       6, 7, 5, 6, 3 |

     

       8
       8
       +
       4, 2, 3, 1, 2 |

     

       9
       9
       +
       0, 1, 8, 0, 6 |

     

       10
       10
       +
       7, 5, 6, 4, 5 |

     

       11
       11
       +
       3, 4, 1, 3, 0

     

       12
       12
       +
       |];

     

       13
       13
       +

+13

radiation/02.dzn

···

       1
       1
       +
       

     

       2
       2
       +
       m = 5;	% rows

     

       3
       3
       +
       n = 5;	% columns

     

       4
       4
       +
       

     

       5
       5
       +
       % max intensity = 8

     

       6
       6
       +
       Intensity = [|

     

       7
       7
       +
       6, 4, 5, 3, 4 |

     

       8
       8
       +
       2, 3, 0, 1, 8 |

     

       9
       9
       +
       0, 7, 5, 6, 3 |

     

       10
       10
       +
       5, 2, 3, 1, 2 |

     

       11
       11
       +
       0, 1, 8, 0, 6

     

       12
       12
       +
       |];

     

       13
       13
       +

+13

radiation/03.dzn

···

       1
       1
       +
       

     

       2
       2
       +
       m = 5;	% rows

     

       3
       3
       +
       n = 5;	% columns

     

       4
       4
       +
       

     

       5
       5
       +
       % max intensity = 8

     

       6
       6
       +
       Intensity = [|

     

       7
       7
       +
       2, 0, 1, 8, 0 |

     

       8
       8
       +
       7, 8, 5, 6, 4 |

     

       9
       9
       +
       5, 3, 4, 2, 3 |

     

       10
       10
       +
       1, 2, 8, 0, 7 |

     

       11
       11
       +
       8, 6, 7, 5, 6

     

       12
       12
       +
       |];

     

       13
       13
       +

+14

radiation/04.dzn

···

       1
       1
       +
       

     

       2
       2
       +
       m = 6;	% rows

     

       3
       3
       +
       n = 6;	% columns

     

       4
       4
       +
       

     

       5
       5
       +
       % max intensity = 8

     

       6
       6
       +
       Intensity = [|

     

       7
       7
       +
       2, 0, 1, 8, 0, 7 |

     

       8
       8
       +
       8, 6, 7, 4, 5, 3 |

     

       9
       9
       +
       4, 2, 3, 1, 2, 0 |

     

       10
       10
       +
       1, 7, 5, 6, 4, 5 |

     

       11
       11
       +
       3, 4, 1, 3, 0, 1 |

     

       12
       12
       +
       8, 0, 7, 8, 6, 7

     

       13
       13
       +
       |];

     

       14
       14
       +

+14

radiation/05.dzn

···

       1
       1
       +
       

     

       2
       2
       +
       m = 6;	% rows

     

       3
       3
       +
       n = 6;	% columns

     

       4
       4
       +
       

     

       5
       5
       +
       % max intensity = 8

     

       6
       6
       +
       Intensity = [|

     

       7
       7
       +
       1, 8, 0, 7, 8, 6 |

     

       8
       8
       +
       7, 4, 6, 3, 4, 2 |

     

       9
       9
       +
       3, 1, 2, 0, 1, 7 |

     

       10
       10
       +
       0, 6, 4, 5, 3, 4 |

     

       11
       11
       +
       2, 3, 0, 1, 8, 0 |

     

       12
       12
       +
       7, 8, 6, 7, 5, 6

     

       13
       13
       +
       |];

     

       14
       14
       +

+14

radiation/06.dzn

···

       1
       1
       +
       

     

       2
       2
       +
       m = 6;	% rows

     

       3
       3
       +
       n = 6;	% columns

     

       4
       4
       +
       

     

       5
       5
       +
       % max intensity = 8

     

       6
       6
       +
       Intensity = [|

     

       7
       7
       +
       6, 4, 5, 3, 4, 1 |

     

       8
       8
       +
       2, 0, 1, 8, 0, 7 |

     

       9
       9
       +
       8, 6, 7, 4, 5, 3 |

     

       10
       10
       +
       4, 2, 3, 1, 2, 0 |

     

       11
       11
       +
       1, 7, 8, 6, 7, 5 |

     

       12
       12
       +
       6, 4, 5, 3, 4, 1

     

       13
       13
       +
       |];

     

       14
       14
       +

+14

radiation/07.dzn

···

       1
       1
       +
       

     

       2
       2
       +
       m = 6;	% rows

     

       3
       3
       +
       n = 6;	% columns

     

       4
       4
       +
       

     

       5
       5
       +
       % max intensity = 9

     

       6
       6
       +
       Intensity = [|

     

       7
       7
       +
       1, 8, 9, 7, 8, 5 |

     

       8
       8
       +
       7, 4, 5, 3, 4, 1 |

     

       9
       9
       +
       3, 0, 8, 9, 6, 7 |

     

       10
       10
       +
       5, 6, 4, 5, 2, 3 |

     

       11
       11
       +
       1, 2, 0, 1, 8, 9 |

     

       12
       12
       +
       7, 8, 5, 7, 4, 5

     

       13
       13
       +
       |];

     

       14
       14
       +

+14

radiation/08.dzn

···

       1
       1
       +
       

     

       2
       2
       +
       m = 6;	% rows

     

       3
       3
       +
       n = 6;	% columns

     

       4
       4
       +
       

     

       5
       5
       +
       % max intensity = 9

     

       6
       6
       +
       Intensity = [|

     

       7
       7
       +
       7, 5, 6, 3, 5, 2 |

     

       8
       8
       +
       3, 1, 2, 9, 1, 8 |

     

       9
       9
       +
       6, 7, 4, 5, 3, 4 |

     

       10
       10
       +
       2, 3, 0, 1, 9, 0 |

     

       11
       11
       +
       8, 9, 7, 5, 6, 4 |

     

       12
       12
       +
       5, 2, 3, 1, 2, 0

     

       13
       13
       +
       |];

     

       14
       14
       +

+14

radiation/09.dzn

···

       1
       1
       +
       

     

       2
       2
       +
       m = 6;	% rows

     

       3
       3
       +
       n = 6;	% columns

     

       4
       4
       +
       

     

       5
       5
       +
       % max intensity = 9

     

       6
       6
       +
       Intensity = [|

     

       7
       7
       +
       1, 9, 6, 7, 5, 6 |

     

       8
       8
       +
       3, 5, 2, 3, 1, 2 |

     

       9
       9
       +
       9, 1, 8, 9, 7, 8 |

     

       10
       10
       +
       5, 7, 4, 5, 3, 4 |

     

       11
       11
       +
       1, 3, 0, 1, 9, 0 |

     

       12
       12
       +
       7, 9, 6, 7, 5, 6

     

       13
       13
       +
       |];

     

       14
       14
       +

+32

radiation/on_restart.mzn

···

       1
       1
       +
       include "radiation.mzn";

     

       2
       2
       +
       include "restart.mzn";

     

       3
       3
       +
       

     

       4
       4
       +
       %-----------------------------------------------------------------------------%

     

       5
       5
       +
       % Objective

     

       6
       6
       +
       %-----------------------------------------------------------------------------%

     

       7
       7
       +
       

     

       8
       8
       +
       predicate complete();% = abort("'complete' should be used in reified context");

     

       9
       9
       +
       predicate complete_reif(var bool: marker);

     

       10
       10
       +
       

     

       11
       11
       +
       predicate lex_minimize(array[int] of var int: o) =

     

       12
       12
       +
           let {

     

       13
       13
       +
               var min(index_set(o))..max(index_set(o))+1: stage;

     

       14
       14
       +
           } in if status() = START then

     

       15
       15
       +
               stage = min(index_set(o))

     

       16
       16
       +
           elseif status() = UNSAT then

     

       17
       17
       +
               stage = lastval(stage) + 1

     

       18
       18
       +
           else /* status() = SAT */

     

       19
       19
       +
               stage = lastval(stage)

     

       20
       20
       +
               /\ o[stage] < sol(o[stage])

     

       21
       21
       +
           endif

     

       22
       22
       +
           /\ forall(i in min(index_set(o))..stage-1) (

     

       23
       23
       +
               o[i] = sol(o[i])

     

       24
       24
       +
           )

     

       25
       25
       +
           /\ if stage > max(index_set(o)) then

     

       26
       26
       +
               complete()

     

       27
       27
       +
           endif;

     

       28
       28
       +
       

     

       29
       29
       +
       % var STATUS: status ::add_to_output = status();

     

       30
       30
       +
       constraint lex_minimize([Beamtime, K]);

     

       31
       31
       +
       

     

       32
       32
       +
       solve :: int_search([Beamtime] ++ N ++ [Q[i,j,b] | i in Rows, j in Columns, b in BTimes ], input_order, indomain_split, complete) satisfy;

+17

radiation/proto.mzn

···

       1
       1
       +
       include "radiation.mzn";

     

       2
       2
       +
       include "lex_less.mzn";

     

       3
       3
       +
       

     

       4
       4
       +
       %-----------------------------------------------------------------------------%

     

       5
       5
       +
       % Objective

     

       6
       6
       +
       %-----------------------------------------------------------------------------%

     

       7
       7
       +
       

     

       8
       8
       +
       predicate lex_minimize(array[int] of var int: o, int: stage) =

     

       9
       9
       +
       	forall(i in min(index_set(o))..stage-1) (

     

       10
       10
       +
       		o[i] = sol(o[i])

     

       11
       11
       +
       	)

     

       12
       12
       +
       	/\ o[stage] < sol(o[stage]);

     

       13
       13
       +
       

     

       14
       14
       +
       constraint output_this([Beamtime, K]);

     

       15
       15
       +
       predicate lex_obj(int: stage) ::export = lex_minimize([Beamtime, K], stage);

     

       16
       16
       +
       

     

       17
       17
       +
       solve :: int_search([Beamtime] ++ N ++ [Q[i,j,b] | i in Rows, j in Columns, b in BTimes ], input_order, indomain_min, complete) satisfy;

+1113

radiation/proto.uzn

···

       1
       1
       +
       int: n:: global_register(1);

     

       2
       2
       +
       int: m:: global_register(0);

     

       3
       3
       +
       array [int,int] of int: Intensity:: global_register(2);

     

       4
       4
       +
       predicate solve_this(int: mode,var int: objective,array [int] of var int: x,int: varsel,int: valsel);

     

       5
       5
       +
       predicate int_lin_le(array [int] of int: as,array [int] of var int: bs,int: c);

     

       6
       6
       +
       predicate int_plus(var int: a,var int: b,var int: c);

     

       7
       7
       +
       predicate int_max(var int: a,var int: b,var int: c);

     

       8
       8
       +
       predicate int_minus(var int: x,var int: y,var int: z);

     

       9
       9
       +
       predicate int_sum(array [int] of var int: xs,var int: x);

     

       10
       10
       +
       predicate int_times(var int: a,var int: b,var int: c);

     

       11
       11
       +
       predicate array_int_minimum(var int: m,array [int] of var int: x);

     

       12
       12
       +
       predicate int_min(var int: a,var int: b,var int: c);

     

       13
       13
       +
       predicate output_this(array [int] of var int: arr);

     

       14
       14
       +
       predicate array_int_maximum(var int: m,array [int] of var int: x);

     

       15
       15
       +
       predicate int_lin_eq(array [int] of int: as,array [int] of var int: bs,int: c);

     

       16
       16
       +
       predicate clause(array [$T] of var bool: x,array [$T] of var bool: y);

     

       17
       17
       +
       predicate clause(array [$T] of bool: x,array [$T] of bool: y);

     

       18
       18
       +
       predicate bool_clause(array [int] of var bool: as,array [int] of var bool: bs);

     

       19
       19
       +
       predicate bool_not(var bool: a,var bool: b);

     

       20
       20
       +
       @@@@@@@@@@

     

       21
       21
       +
       :mk_intvar: 1

     

       22
       22
       +
       :absent: 1

     

       23
       23
       +
       :infinity: 1

     

       24
       24
       +
       :boolean_domain: 0

     

       25
       25
       +
       :infinite_domain: 0

     

       26
       26
       +
       :uniform: 2

     

       27
       27
       +
       :sol: 1

     

       28
       28
       +
       :sort_by: 2

     

       29
       29
       +
       :floor: 1

     

       30
       30
       +
       :ceil: 1

     

       31
       31
       +
       :slice_Xd: 3

     

       32
       32
       +
       :array_Xd: 2

     

       33
       33
       +
       :index_set: 2

     

       34
       34
       +
       :internal_sort: 1

     

       35
       35
       +
       :f_op_not_b:FUN 1

     

       36
       36
       +
       NOT R0 R1

     

       37
       37
       +
       PUSH R1

     

       38
       38
       +
       RET

     

       39
       39
       +
       :f_op_not_vb:FUN 1

     

       40
       40
       +
       OPEN_AGGREGATION OTHER

     

       41
       41
       +
         BUILTIN boolean_domain

     

       42
       42
       +
         POP R1

     

       43
       43
       +
         CALL ROOT mk_intvar 0 R1

     

       44
       44
       +
         POP R2

     

       45
       45
       +
         CALL ROOT bool_not 1 R0 R2

     

       46
       46
       +
         PUSH R2

     

       47
       47
       +
         CLEAR R1 R2

     

       48
       48
       +
       CLOSE_AGGREGATION

     

       49
       49
       +
       POP R1

     

       50
       50
       +
       PUSH R1

     

       51
       51
       +
       RET

     

       52
       52
       +
       :d_op_not_b:FUN 1

     

       53
       53
       +
       ISPAR R0 R1

     

       54
       54
       +
       JMPIF R1 l0

     

       55
       55
       +
       JMP l1

     

       56
       56
       +
       l0: TCALL FUN f_op_not_b 0

     

       57
       57
       +
       l1: TCALL FUN f_op_not_vb 1

     

       58
       58
       +
       :bool_clause:ROOT 2

     

       59
       59
       +
       :bool_clause_reif:ROOT 3

     

       60
       60
       +
       CALL FUN d_op_not_b 0 R2

     

       61
       61
       +
       POP R3

     

       62
       62
       +
       OPEN_AGGREGATION VEC

     

       63
       63
       +
         PUSH R3

     

       64
       64
       +
       CLOSE_AGGREGATION

     

       65
       65
       +
       POP R4

     

       66
       66
       +
       OPEN_AGGREGATION VEC

     

       67
       67
       +
         ITER_ARRAY R1 l178

     

       68
       68
       +
         l177:   ITER_NEXT R6

     

       69
       69
       +
         PUSH R6

     

       70
       70
       +
         JMP l177

     

       71
       71
       +
         l178:   ITER_ARRAY R4 l180

     

       72
       72
       +
         l179:   ITER_NEXT R7

     

       73
       73
       +
         PUSH R7

     

       74
       74
       +
         JMP l179

     

       75
       75
       +
         l180:   CLEAR R6 R7

     

       76
       76
       +
       CLOSE_AGGREGATION

     

       77
       77
       +
       POP R5

     

       78
       78
       +
       IMMI 1 R6

     

       79
       79
       +
       BUILTIN index_set R0 R6

     

       80
       80
       +
       POP R7

     

       81
       81
       +
       ITER_ARRAY R7 l182

     

       82
       82
       +
       l181: ITER_NEXT R8

     

       83
       83
       +
       ITER_NEXT R9

     

       84
       84
       +
       ITER_RANGE R8 R9 l184

     

       85
       85
       +
       l183: ITER_NEXT R10

     

       86
       86
       +
       GET_ARRAY 1 R0 R10 R11 R12

     

       87
       87
       +
       OPEN_AGGREGATION OR

     

       88
       88
       +
         IMMI 0 R14

     

       89
       89
       +
         JMPIFNOT R12 l185

     

       90
       90
       +
         MOV R11 R14

     

       91
       91
       +
         l185:   PUSH R14

     

       92
       92
       +
         PUSH R3

     

       93
       93
       +
         CLEAR R14 R14

     

       94
       94
       +
       CLOSE_AGGREGATION

     

       95
       95
       +
       POP R13

     

       96
       96
       +
       POST R13

     

       97
       97
       +
       JMP l183

     

       98
       98
       +
       l184: JMP l181

     

       99
       99
       +
       l182: IMMI 1 R14

     

       100
       100
       +
       BUILTIN index_set R1 R14

     

       101
       101
       +
       POP R15

     

       102
       102
       +
       ITER_ARRAY R15 l187

     

       103
       103
       +
       l186: ITER_NEXT R16

     

       104
       104
       +
       ITER_NEXT R17

     

       105
       105
       +
       ITER_RANGE R16 R17 l189

     

       106
       106
       +
       l188: ITER_NEXT R18

     

       107
       107
       +
       GET_ARRAY 1 R1 R18 R19 R20

     

       108
       108
       +
       IMMI 1 R21

     

       109
       109
       +
       NOT R20 R22

     

       110
       110
       +
       JMPIF R22 l190

     

       111
       111
       +
       OPEN_AGGREGATION OR

     

       112
       112
       +
         CALL FUN d_op_not_b 0 R19

     

       113
       113
       +
         POP R23

     

       114
       114
       +
         PUSH R23

     

       115
       115
       +
         PUSH R3

     

       116
       116
       +
         CLEAR R23 R23

     

       117
       117
       +
       CLOSE_AGGREGATION

     

       118
       118
       +
       POP R21

     

       119
       119
       +
       l190: POST R21

     

       120
       120
       +
       JMP l188

     

       121
       121
       +
       l189: JMP l186

     

       122
       122
       +
       l187: CALL ROOT d_clause_d1b_d1b 1 R0 R5

     

       123
       123
       +
       RET

     

       124
       124
       +
       :int_lin_eq:ROOT 3

     

       125
       125
       +
       :f_max_dTi:FUN 1

     

       126
       126
       +
       IMMI 0 R2

     

       127
       127
       +
       BUILTIN array_Xd R0 R2

     

       128
       128
       +
       POP R1

     

       129
       129
       +
       BUILTIN infinity R2

     

       130
       130
       +
       POP R3

     

       131
       131
       +
       ITER_ARRAY R1 l176

     

       132
       132
       +
       l175: ITER_NEXT R5

     

       133
       133
       +
       LTI R3 R5 R4

     

       134
       134
       +
       JMPIFNOT R4 l174

     

       135
       135
       +
       MOV R5 R3

     

       136
       136
       +
       l174: JMP l175

     

       137
       137
       +
       l176: PUSH R3

     

       138
       138
       +
       RET

     

       139
       139
       +
       :f_max_dTvi:FUN 1

     

       140
       140
       +
       IMMI 0 R2

     

       141
       141
       +
       BUILTIN array_Xd R0 R2

     

       142
       142
       +
       POP R1

     

       143
       143
       +
       LENGTH R0 R3

     

       144
       144
       +
       IMMI 1 R4

     

       145
       145
       +
       LEI R4 R3 R5

     

       146
       146
       +
       CALL FUN f_max_t_d1vi 1 R1

     

       147
       147
       +
       POP R6

     

       148
       148
       +
       PUSH R6

     

       149
       149
       +
       RET

     

       150
       150
       +
       :d_max_d1i:FUN 1

     

       151
       151
       +
       ISPAR R0 R1

     

       152
       152
       +
       JMPIF R1 l20

     

       153
       153
       +
       JMP l21

     

       154
       154
       +
       l20: TCALL FUN f_max_dTi 0

     

       155
       155
       +
       l21: TCALL FUN f_max_dTvi 1

     

       156
       156
       +
       :output_this:ROOT 1

     

       157
       157
       +
       :f_lex_obj_i:ROOT 1

     

       158
       158
       +
       LOAD_GLOBAL 6 R1

     

       159
       159
       +
       LOAD_GLOBAL 7 R2

     

       160
       160
       +
       OPEN_AGGREGATION VEC

     

       161
       161
       +
         PUSH R1

     

       162
       162
       +
         PUSH R2

     

       163
       163
       +
       CLOSE_AGGREGATION

     

       164
       164
       +
       POP R3

     

       165
       165
       +
       CALL ROOT f_lex_minimize_d1vi_i 1 R3 R0

     

       166
       166
       +
       RET

     

       167
       167
       +
       :f_op_times_i_i:FUN 2

     

       168
       168
       +
       MULI R0 R1 R2

     

       169
       169
       +
       PUSH R2

     

       170
       170
       +
       RET

     

       171
       171
       +
       :f_op_times_i_vi:FUN 2

     

       172
       172
       +
       IMMI 1 R2

     

       173
       173
       +
       IMMI 1 R4

     

       174
       174
       +
       EQI R0 R2 R5

     

       175
       175
       +
       JMPIFNOT R5 l138

     

       176
       176
       +
       IMMI 0 R4

     

       177
       177
       +
       MOV R1 R3

     

       178
       178
       +
       JMP l137

     

       179
       179
       +
       l138: OPEN_AGGREGATION OTHER

     

       180
       180
       +
         BUILTIN infinite_domain

     

       181
       181
       +
         POP R6

     

       182
       182
       +
         CALL ROOT mk_intvar 0 R6

     

       183
       183
       +
         POP R7

     

       184
       184
       +
         CALL ROOT int_times 1 R0 R1 R7

     

       185
       185
       +
         PUSH R7

     

       186
       186
       +
         CLEAR R6 R7

     

       187
       187
       +
       CLOSE_AGGREGATION

     

       188
       188
       +
       POP R6

     

       189
       189
       +
       IMMI 0 R4

     

       190
       190
       +
       MOV R6 R3

     

       191
       191
       +
       l137: PUSH R3

     

       192
       192
       +
       RET

     

       193
       193
       +
       :f_op_times_vi_i:FUN 2

     

       194
       194
       +
       CALL FUN d_op_times_i_i 0 R1 R0

     

       195
       195
       +
       POP R2

     

       196
       196
       +
       PUSH R2

     

       197
       197
       +
       RET

     

       198
       198
       +
       :f_op_times_vi_vi:FUN 2

     

       199
       199
       +
       OPEN_AGGREGATION OTHER

     

       200
       200
       +
         BUILTIN infinite_domain

     

       201
       201
       +
         POP R2

     

       202
       202
       +
         CALL ROOT mk_intvar 0 R2

     

       203
       203
       +
         POP R3

     

       204
       204
       +
         CALL ROOT int_times 1 R0 R1 R3

     

       205
       205
       +
         PUSH R3

     

       206
       206
       +
         CLEAR R2 R3

     

       207
       207
       +
       CLOSE_AGGREGATION

     

       208
       208
       +
       POP R2

     

       209
       209
       +
       PUSH R2

     

       210
       210
       +
       RET

     

       211
       211
       +
       :d_op_times_i_i:FUN 2

     

       212
       212
       +
       ISPAR R0 R2

     

       213
       213
       +
       JMPIF R2 l42

     

       214
       214
       +
       JMP l43

     

       215
       215
       +
       l42: ISPAR R1 R2

     

       216
       216
       +
       JMPIF R2 l44

     

       217
       217
       +
       JMP l45

     

       218
       218
       +
       l43: ISPAR R1 R2

     

       219
       219
       +
       JMPIF R2 l46

     

       220
       220
       +
       JMP l47

     

       221
       221
       +
       l44: TCALL FUN f_op_times_i_i 0

     

       222
       222
       +
       l45: TCALL FUN f_op_times_i_vi 1

     

       223
       223
       +
       l46: TCALL FUN f_op_times_vi_i 1

     

       224
       224
       +
       l47: TCALL FUN f_op_times_vi_vi 1

     

       225
       225
       +
       :f_sum_cc_dTvi:FUN 1

     

       226
       226
       +
       OPEN_AGGREGATION OTHER

     

       227
       227
       +
         IMMI 0 R2

     

       228
       228
       +
         BUILTIN array_Xd R0 R2

     

       229
       229
       +
         POP R1

     

       230
       230
       +
         BUILTIN infinite_domain

     

       231
       231
       +
         POP R3

     

       232
       232
       +
         CALL ROOT mk_intvar 0 R3

     

       233
       233
       +
         POP R4

     

       234
       234
       +
         CALL ROOT int_sum 1 R1 R4

     

       235
       235
       +
         PUSH R4

     

       236
       236
       +
         CLEAR R1 R4

     

       237
       237
       +
       CLOSE_AGGREGATION

     

       238
       238
       +
       POP R1

     

       239
       239
       +
       PUSH R1

     

       240
       240
       +
       RET

     

       241
       241
       +
       :f_pre_int_lin_eq_d1i_d1vi_i:ROOT 3

     

       242
       242
       +
       LENGTH R0 R4

     

       243
       243
       +
       IMMI 0 R5

     

       244
       244
       +
       EQI R4 R5 R6

     

       245
       245
       +
       JMPIFNOT R6 l136

     

       246
       246
       +
       EQI R2 R5 R7

     

       247
       247
       +
       MOV R7 R3

     

       248
       248
       +
       JMP l135

     

       249
       249
       +
       l136: CALL ROOT int_lin_eq 1 R0 R1 R2

     

       250
       250
       +
       IMMI 1 R8

     

       251
       251
       +
       MOV R8 R3

     

       252
       252
       +
       l135: POST R3

     

       253
       253
       +
       RET

     

       254
       254
       +
       :f_upper_bound_on_increments_vi_d1vi:ROOT 2

     

       255
       255
       +
       IMMI 1 R2

     

       256
       256
       +
       GET_ARRAY 1 R1 R2 R3 R4

     

       257
       257
       +
       IMMI 2 R5

     

       258
       258
       +
       LOAD_GLOBAL 1 R6

     

       259
       259
       +
       OPEN_AGGREGATION VEC

     

       260
       260
       +
         PUSH R5

     

       261
       261
       +
         PUSH R6

     

       262
       262
       +
       CLOSE_AGGREGATION

     

       263
       263
       +
       POP R7

     

       264
       264
       +
       OPEN_AGGREGATION VEC

     

       265
       265
       +
         ITER_ARRAY R7 l106

     

       266
       266
       +
         l105:   ITER_NEXT R8

     

       267
       267
       +
         ITER_NEXT R9

     

       268
       268
       +
         ITER_RANGE R8 R9 l108

     

       269
       269
       +
         l107:   ITER_NEXT R10

     

       270
       270
       +
         GET_ARRAY 1 R1 R10 R11 R12

     

       271
       271
       +
         SUBI R10 R2 R13

     

       272
       272
       +
         GET_ARRAY 1 R1 R13 R14 R15

     

       273
       273
       +
         CALL FUN d_op_minus_i_i 1 R11 R14

     

       274
       274
       +
         POP R16

     

       275
       275
       +
         IMMI 0 R17

     

       276
       276
       +
         CALL FUN d_max_i_i 1 R16 R17

     

       277
       277
       +
         POP R18

     

       278
       278
       +
         PUSH R18

     

       279
       279
       +
         JMP l107

     

       280
       280
       +
         l108:   JMP l105

     

       281
       281
       +
         l106:   CLEAR R8 R18

     

       282
       282
       +
       CLOSE_AGGREGATION

     

       283
       283
       +
       POP R8

     

       284
       284
       +
       LENGTH R8 R9

     

       285
       285
       +
       JMPIFNOT R9 l118

     

       286
       286
       +
       EQI R2 R9 R10

     

       287
       287
       +
       JMPIF R10 l119

     

       288
       288
       +
       CALL FUN f_sum_cc_dTvi 1 R8

     

       289
       289
       +
       POP R10

     

       290
       290
       +
       JMP l120

     

       291
       291
       +
       l118: IMMI 0 R10

     

       292
       292
       +
       JMP l120

     

       293
       293
       +
       l119: GET_VEC R8 R2 R10

     

       294
       294
       +
       l120: CALL FUN d_op_plus_i_i 1 R3 R10

     

       295
       295
       +
       POP R11

     

       296
       296
       +
       LB R11 R12

     

       297
       297
       +
       UB R0 R13

     

       298
       298
       +
       LEI R12 R13 R12

     

       299
       299
       +
       SIMPLIFY_LIN R11 R0 0 R14 R15 R16

     

       300
       300
       +
       POST R4

     

       301
       301
       +
       POST R12

     

       302
       302
       +
       CALL ROOT f_pre_int_lin_le_d1i_d1vi_i 1 R14 R15 R16

     

       303
       303
       +
       RET

     

       304
       304
       +
       :solve_this:ROOT 5

     

       305
       305
       +
       :f_op_minus_i_i:FUN 2

     

       306
       306
       +
       SUBI R0 R1 R2

     

       307
       307
       +
       PUSH R2

     

       308
       308
       +
       RET

     

       309
       309
       +
       :f_op_minus_vi_i:FUN 2

     

       310
       310
       +
       IMMI 1 R2

     

       311
       311
       +
       IMMI 1 R4

     

       312
       312
       +
       IMMI 0 R5

     

       313
       313
       +
       EQI R1 R5 R6

     

       314
       314
       +
       JMPIFNOT R6 l134

     

       315
       315
       +
       IMMI 0 R4

     

       316
       316
       +
       MOV R0 R3

     

       317
       317
       +
       JMP l133

     

       318
       318
       +
       l134: OPEN_AGGREGATION OTHER

     

       319
       319
       +
         BUILTIN infinite_domain

     

       320
       320
       +
         POP R7

     

       321
       321
       +
         CALL ROOT mk_intvar 0 R7

     

       322
       322
       +
         POP R8

     

       323
       323
       +
         CALL ROOT int_minus 1 R0 R1 R8

     

       324
       324
       +
         PUSH R8

     

       325
       325
       +
         CLEAR R7 R8

     

       326
       326
       +
       CLOSE_AGGREGATION

     

       327
       327
       +
       POP R7

     

       328
       328
       +
       IMMI 0 R4

     

       329
       329
       +
       MOV R7 R3

     

       330
       330
       +
       l133: PUSH R3

     

       331
       331
       +
       RET

     

       332
       332
       +
       :f_op_minus_vi_vi:FUN 2

     

       333
       333
       +
       OPEN_AGGREGATION OTHER

     

       334
       334
       +
         BUILTIN infinite_domain

     

       335
       335
       +
         POP R2

     

       336
       336
       +
         CALL ROOT mk_intvar 0 R2

     

       337
       337
       +
         POP R3

     

       338
       338
       +
         CALL ROOT int_minus 1 R0 R1 R3

     

       339
       339
       +
         PUSH R3

     

       340
       340
       +
         CLEAR R2 R3

     

       341
       341
       +
       CLOSE_AGGREGATION

     

       342
       342
       +
       POP R2

     

       343
       343
       +
       PUSH R2

     

       344
       344
       +
       RET

     

       345
       345
       +
       :d_op_minus_i_i:FUN 2

     

       346
       346
       +
       ISPAR R0 R2

     

       347
       347
       +
       JMPIF R2 l109

     

       348
       348
       +
       JMP l110

     

       349
       349
       +
       l109: ISPAR R1 R2

     

       350
       350
       +
       JMPIF R2 l111

     

       351
       351
       +
       JMP l112

     

       352
       352
       +
       l110: ISPAR R1 R2

     

       353
       353
       +
       JMPIF R2 l113

     

       354
       354
       +
       JMP l112

     

       355
       355
       +
       l111: TCALL FUN f_op_minus_i_i 0

     

       356
       356
       +
       l112: TCALL FUN f_op_minus_vi_vi 1

     

       357
       357
       +
       l113: TCALL FUN f_op_minus_vi_i 1

     

       358
       358
       +
       :f_max_t_t:FUN 2

     

       359
       359
       +
       IMMI 1 R2

     

       360
       360
       +
       IMMI 1 R4

     

       361
       361
       +
       LTI R1 R0 R5

     

       362
       362
       +
       JMPIFNOT R5 l132

     

       363
       363
       +
       IMMI 0 R4

     

       364
       364
       +
       MOV R0 R3

     

       365
       365
       +
       JMP l131

     

       366
       366
       +
       l132: IMMI 0 R4

     

       367
       367
       +
       MOV R1 R3

     

       368
       368
       +
       l131: PUSH R3

     

       369
       369
       +
       RET

     

       370
       370
       +
       :f_max_vi_vi:FUN 2

     

       371
       371
       +
       OPEN_AGGREGATION OTHER

     

       372
       372
       +
         LB R0 R2

     

       373
       373
       +
         LB R1 R3

     

       374
       374
       +
         CALL FUN d_max_i_i 0 R2 R3

     

       375
       375
       +
         POP R4

     

       376
       376
       +
         UB R0 R5

     

       377
       377
       +
         UB R1 R6

     

       378
       378
       +
         CALL FUN d_max_i_i 0 R5 R6

     

       379
       379
       +
         POP R7

     

       380
       380
       +
         OPEN_AGGREGATION VEC

     

       381
       381
       +
           PUSH R4

     

       382
       382
       +
           PUSH R7

     

       383
       383
       +
         CLOSE_AGGREGATION

     

       384
       384
       +
         POP R8

     

       385
       385
       +
         CALL ROOT mk_intvar 0 R8

     

       386
       386
       +
         POP R9

     

       387
       387
       +
         CALL ROOT int_max 1 R0 R1 R9

     

       388
       388
       +
         PUSH R9

     

       389
       389
       +
         CLEAR R2 R9

     

       390
       390
       +
       CLOSE_AGGREGATION

     

       391
       391
       +
       POP R2

     

       392
       392
       +
       PUSH R2

     

       393
       393
       +
       RET

     

       394
       394
       +
       :d_max_i_i:FUN 2

     

       395
       395
       +
       ISPAR R0 R2

     

       396
       396
       +
       JMPIF R2 l114

     

       397
       397
       +
       JMP l115

     

       398
       398
       +
       l114: ISPAR R1 R2

     

       399
       399
       +
       JMPIF R2 l116

     

       400
       400
       +
       JMP l117

     

       401
       401
       +
       l115: JMP l117

     

       402
       402
       +
       l116: TCALL FUN f_max_t_t 0

     

       403
       403
       +
       l117: TCALL FUN f_max_vi_vi 1

     

       404
       404
       +
       :f_op_plus_i_i:FUN 2

     

       405
       405
       +
       ADDI R0 R1 R2

     

       406
       406
       +
       PUSH R2

     

       407
       407
       +
       RET

     

       408
       408
       +
       :f_op_plus_i_vi:FUN 2

     

       409
       409
       +
       IMMI 1 R2

     

       410
       410
       +
       IMMI 1 R4

     

       411
       411
       +
       IMMI 0 R5

     

       412
       412
       +
       EQI R0 R5 R6

     

       413
       413
       +
       JMPIFNOT R6 l130

     

       414
       414
       +
       IMMI 0 R4

     

       415
       415
       +
       MOV R1 R3

     

       416
       416
       +
       JMP l129

     

       417
       417
       +
       l130: OPEN_AGGREGATION OTHER

     

       418
       418
       +
         BUILTIN infinite_domain

     

       419
       419
       +
         POP R7

     

       420
       420
       +
         CALL ROOT mk_intvar 0 R7

     

       421
       421
       +
         POP R8

     

       422
       422
       +
         CALL ROOT int_plus 1 R0 R1 R8

     

       423
       423
       +
         PUSH R8

     

       424
       424
       +
         CLEAR R7 R8

     

       425
       425
       +
       CLOSE_AGGREGATION

     

       426
       426
       +
       POP R7

     

       427
       427
       +
       IMMI 0 R4

     

       428
       428
       +
       MOV R7 R3

     

       429
       429
       +
       l129: PUSH R3

     

       430
       430
       +
       RET

     

       431
       431
       +
       :f_op_plus_vi_i:FUN 2

     

       432
       432
       +
       CALL FUN d_op_plus_i_i 0 R1 R0

     

       433
       433
       +
       POP R2

     

       434
       434
       +
       PUSH R2

     

       435
       435
       +
       RET

     

       436
       436
       +
       :f_op_plus_vi_vi:FUN 2

     

       437
       437
       +
       OPEN_AGGREGATION OTHER

     

       438
       438
       +
         BUILTIN infinite_domain

     

       439
       439
       +
         POP R2

     

       440
       440
       +
         CALL ROOT mk_intvar 0 R2

     

       441
       441
       +
         POP R3

     

       442
       442
       +
         CALL ROOT int_plus 1 R0 R1 R3

     

       443
       443
       +
         PUSH R3

     

       444
       444
       +
         CLEAR R2 R3

     

       445
       445
       +
       CLOSE_AGGREGATION

     

       446
       446
       +
       POP R2

     

       447
       447
       +
       PUSH R2

     

       448
       448
       +
       RET

     

       449
       449
       +
       :d_op_plus_i_i:FUN 2

     

       450
       450
       +
       ISPAR R0 R2

     

       451
       451
       +
       JMPIF R2 l121

     

       452
       452
       +
       JMP l122

     

       453
       453
       +
       l121: ISPAR R1 R2

     

       454
       454
       +
       JMPIF R2 l123

     

       455
       455
       +
       JMP l124

     

       456
       456
       +
       l122: ISPAR R1 R2

     

       457
       457
       +
       JMPIF R2 l125

     

       458
       458
       +
       JMP l126

     

       459
       459
       +
       l123: TCALL FUN f_op_plus_i_i 0

     

       460
       460
       +
       l124: TCALL FUN f_op_plus_i_vi 1

     

       461
       461
       +
       l125: TCALL FUN f_op_plus_vi_i 1

     

       462
       462
       +
       l126: TCALL FUN f_op_plus_vi_vi 1

     

       463
       463
       +
       :f_pre_int_lin_le_d1i_d1vi_i:ROOT 3

     

       464
       464
       +
       LENGTH R0 R4

     

       465
       465
       +
       IMMI 0 R5

     

       466
       466
       +
       EQI R4 R5 R6

     

       467
       467
       +
       JMPIFNOT R6 l128

     

       468
       468
       +
       LEI R5 R2 R7

     

       469
       469
       +
       MOV R7 R3

     

       470
       470
       +
       JMP l127

     

       471
       471
       +
       l128: CALL ROOT int_lin_le 1 R0 R1 R2

     

       472
       472
       +
       IMMI 1 R8

     

       473
       473
       +
       MOV R8 R3

     

       474
       474
       +
       l127: POST R3

     

       475
       475
       +
       RET

     

       476
       476
       +
       :int_lin_le:ROOT 3

     

       477
       477
       +
       :int_plus:ROOT 3

     

       478
       478
       +
       :int_max:ROOT 3

     

       479
       479
       +
       :int_minus:ROOT 3

     

       480
       480
       +
       :int_sum:ROOT 2

     

       481
       481
       +
       :int_times:ROOT 3

     

       482
       482
       +
       :f_lex_minimize_d1vi_i:ROOT 2

     

       483
       483
       +
       IMMI 1 R2

     

       484
       484
       +
       BUILTIN index_set R0 R2

     

       485
       485
       +
       POP R3

     

       486
       486
       +
       CALL FUN d_min_si 0 R3

     

       487
       487
       +
       POP R4

     

       488
       488
       +
       SUBI R1 R2 R5

     

       489
       489
       +
       OPEN_AGGREGATION VEC

     

       490
       490
       +
         PUSH R4

     

       491
       491
       +
         PUSH R5

     

       492
       492
       +
       CLOSE_AGGREGATION

     

       493
       493
       +
       POP R6

     

       494
       494
       +
       ITER_ARRAY R6 l142

     

       495
       495
       +
       l141: ITER_NEXT R7

     

       496
       496
       +
       ITER_NEXT R8

     

       497
       497
       +
       ITER_RANGE R7 R8 l144

     

       498
       498
       +
       l143: ITER_NEXT R9

     

       499
       499
       +
       GET_ARRAY 1 R0 R9 R10 R11

     

       500
       500
       +
       BUILTIN sol R10

     

       501
       501
       +
       POP R12

     

       502
       502
       +
       DOM R10 R13

     

       503
       503
       +
       DOM R12 R14

     

       504
       504
       +
       INTERSECTION R13 R14 R13

     

       505
       505
       +
       ISEMPTY R13 R14

     

       506
       506
       +
       NOT R14 R14

     

       507
       507
       +
       SIMPLIFY_LIN R10 R12 0 R16 R17 R15

     

       508
       508
       +
       POST R11

     

       509
       509
       +
       POST R14

     

       510
       510
       +
       CALL ROOT f_pre_int_lin_eq_d1i_d1vi_i 1 R16 R17 R15

     

       511
       511
       +
       JMP l143

     

       512
       512
       +
       l144: JMP l141

     

       513
       513
       +
       l142: GET_ARRAY 1 R0 R1 R18 R19

     

       514
       514
       +
       BUILTIN sol R18

     

       515
       515
       +
       POP R20

     

       516
       516
       +
       LB R18 R21

     

       517
       517
       +
       UB R20 R22

     

       518
       518
       +
       LTI R21 R22 R21

     

       519
       519
       +
       SIMPLIFY_LIN R18 R20 1 R23 R24 R25

     

       520
       520
       +
       POST R19

     

       521
       521
       +
       POST R21

     

       522
       522
       +
       CALL ROOT f_pre_int_lin_le_d1i_d1vi_i 1 R23 R24 R25

     

       523
       523
       +
       RET

     

       524
       524
       +
       :f_min_si:FUN 1

     

       525
       525
       +
       LENGTH R0 R2

     

       526
       526
       +
       IMMI 1 R3

     

       527
       527
       +
       LEI R3 R2 R1

     

       528
       528
       +
       JMPIF R1 l162

     

       529
       529
       +
       ABORT

     

       530
       530
       +
       l162: GET_VEC R0 R3 R1

     

       531
       531
       +
       PUSH R1

     

       532
       532
       +
       RET

     

       533
       533
       +
       :f_min_dTvi:FUN 1

     

       534
       534
       +
       IMMI 0 R2

     

       535
       535
       +
       BUILTIN array_Xd R0 R2

     

       536
       536
       +
       POP R1

     

       537
       537
       +
       LENGTH R0 R3

     

       538
       538
       +
       IMMI 1 R4

     

       539
       539
       +
       LEI R4 R3 R5

     

       540
       540
       +
       CALL FUN f_min_t_d1vi 1 R1

     

       541
       541
       +
       POP R6

     

       542
       542
       +
       PUSH R6

     

       543
       543
       +
       RET

     

       544
       544
       +
       :d_min_si:FUN 1

     

       545
       545
       +
       ISPAR R0 R1

     

       546
       546
       +
       JMPIF R1 l139

     

       547
       547
       +
       JMP l140

     

       548
       548
       +
       l139: TCALL FUN f_min_si 0

     

       549
       549
       +
       l140: TCALL FUN f_min_dTvi 1

     

       550
       550
       +
       :f_min_t_d1vi:FUN 1

     

       551
       551
       +
       IMMI 1 R1

     

       552
       552
       +
       IMMI 1 R3

     

       553
       553
       +
       LENGTH R0 R4

     

       554
       554
       +
       IMMI 0 R5

     

       555
       555
       +
       EQI R4 R5 R6

     

       556
       556
       +
       JMPIFNOT R6 l146

     

       557
       557
       +
       IMMI 0 R3

     

       558
       558
       +
       MOV R5 R2

     

       559
       559
       +
       JMP l145

     

       560
       560
       +
       l146: EQI R4 R1 R7

     

       561
       561
       +
       JMPIFNOT R7 l147

     

       562
       562
       +
       GET_ARRAY 1 R0 R1 R8 R9

     

       563
       563
       +
       MOV R9 R3

     

       564
       564
       +
       MOV R8 R2

     

       565
       565
       +
       JMP l145

     

       566
       566
       +
       l147: IMMI 2 R10

     

       567
       567
       +
       EQI R4 R10 R11

     

       568
       568
       +
       JMPIFNOT R11 l148

     

       569
       569
       +
       GET_ARRAY 1 R0 R1 R12 R13

     

       570
       570
       +
       GET_ARRAY 1 R0 R10 R14 R15

     

       571
       571
       +
       CALL FUN d_min_i_i 1 R12 R14

     

       572
       572
       +
       POP R16

     

       573
       573
       +
       IMMI 0 R17

     

       574
       574
       +
       JMPIFNOT R13 l153

     

       575
       575
       +
       MOV R15 R17

     

       576
       576
       +
       l153: MOV R17 R3

     

       577
       577
       +
       MOV R16 R2

     

       578
       578
       +
       JMP l145

     

       579
       579
       +
       l148: OPEN_AGGREGATION OTHER

     

       580
       580
       +
         BUILTIN infinity R1

     

       581
       581
       +
         POP R18

     

       582
       582
       +
         ITER_ARRAY R0 l156

     

       583
       583
       +
         l155:   ITER_NEXT R21

     

       584
       584
       +
         LB R21 R19

     

       585
       585
       +
         LTI R19 R18 R20

     

       586
       586
       +
         JMPIFNOT R20 l154

     

       587
       587
       +
         MOV R19 R18

     

       588
       588
       +
         l154:   JMP l155

     

       589
       589
       +
         l156:   BUILTIN infinity R5

     

       590
       590
       +
         POP R22

     

       591
       591
       +
         ITER_ARRAY R0 l159

     

       592
       592
       +
         l158:   ITER_NEXT R25

     

       593
       593
       +
         UB R25 R23

     

       594
       594
       +
         LTI R22 R23 R24

     

       595
       595
       +
         JMPIFNOT R24 l157

     

       596
       596
       +
         MOV R23 R22

     

       597
       597
       +
         l157:   JMP l158

     

       598
       598
       +
         l159:   OPEN_AGGREGATION VEC

     

       599
       599
       +
           PUSH R18

     

       600
       600
       +
           PUSH R22

     

       601
       601
       +
         CLOSE_AGGREGATION

     

       602
       602
       +
         POP R26

     

       603
       603
       +
         CALL ROOT mk_intvar 0 R26

     

       604
       604
       +
         POP R27

     

       605
       605
       +
         CALL ROOT array_int_minimum 1 R27 R0

     

       606
       606
       +
         PUSH R27

     

       607
       607
       +
         CLEAR R18 R27

     

       608
       608
       +
       CLOSE_AGGREGATION

     

       609
       609
       +
       POP R18

     

       610
       610
       +
       IMMI 0 R3

     

       611
       611
       +
       MOV R18 R2

     

       612
       612
       +
       l145: PUSH R2

     

       613
       613
       +
       RET

     

       614
       614
       +
       :f_min_t_t:FUN 2

     

       615
       615
       +
       IMMI 1 R2

     

       616
       616
       +
       IMMI 1 R4

     

       617
       617
       +
       LTI R0 R1 R5

     

       618
       618
       +
       JMPIFNOT R5 l161

     

       619
       619
       +
       IMMI 0 R4

     

       620
       620
       +
       MOV R0 R3

     

       621
       621
       +
       JMP l160

     

       622
       622
       +
       l161: IMMI 0 R4

     

       623
       623
       +
       MOV R1 R3

     

       624
       624
       +
       l160: PUSH R3

     

       625
       625
       +
       RET

     

       626
       626
       +
       :f_min_vi_vi:FUN 2

     

       627
       627
       +
       OPEN_AGGREGATION OTHER

     

       628
       628
       +
         LB R0 R2

     

       629
       629
       +
         LB R1 R3

     

       630
       630
       +
         CALL FUN d_min_i_i 0 R2 R3

     

       631
       631
       +
         POP R4

     

       632
       632
       +
         UB R0 R5

     

       633
       633
       +
         UB R1 R6

     

       634
       634
       +
         CALL FUN d_min_i_i 0 R5 R6

     

       635
       635
       +
         POP R7

     

       636
       636
       +
         OPEN_AGGREGATION VEC

     

       637
       637
       +
           PUSH R4

     

       638
       638
       +
           PUSH R7

     

       639
       639
       +
         CLOSE_AGGREGATION

     

       640
       640
       +
         POP R8

     

       641
       641
       +
         CALL ROOT mk_intvar 0 R8

     

       642
       642
       +
         POP R9

     

       643
       643
       +
         CALL ROOT int_min 1 R0 R1 R9

     

       644
       644
       +
         PUSH R9

     

       645
       645
       +
         CLEAR R2 R9

     

       646
       646
       +
       CLOSE_AGGREGATION

     

       647
       647
       +
       POP R2

     

       648
       648
       +
       PUSH R2

     

       649
       649
       +
       RET

     

       650
       650
       +
       :d_min_i_i:FUN 2

     

       651
       651
       +
       ISPAR R0 R2

     

       652
       652
       +
       JMPIF R2 l149

     

       653
       653
       +
       JMP l150

     

       654
       654
       +
       l149: ISPAR R1 R2

     

       655
       655
       +
       JMPIF R2 l151

     

       656
       656
       +
       JMP l152

     

       657
       657
       +
       l150: JMP l152

     

       658
       658
       +
       l151: TCALL FUN f_min_t_t 0

     

       659
       659
       +
       l152: TCALL FUN f_min_vi_vi 1

     

       660
       660
       +
       :array_int_minimum:ROOT 2

     

       661
       661
       +
       :int_min:ROOT 3

     

       662
       662
       +
       :f_max_t_d1vi:FUN 1

     

       663
       663
       +
       IMMI 1 R1

     

       664
       664
       +
       IMMI 1 R3

     

       665
       665
       +
       LENGTH R0 R4

     

       666
       666
       +
       IMMI 0 R5

     

       667
       667
       +
       EQI R4 R5 R6

     

       668
       668
       +
       JMPIFNOT R6 l164

     

       669
       669
       +
       IMMI 0 R3

     

       670
       670
       +
       MOV R5 R2

     

       671
       671
       +
       JMP l163

     

       672
       672
       +
       l164: EQI R4 R1 R7

     

       673
       673
       +
       JMPIFNOT R7 l165

     

       674
       674
       +
       BUILTIN index_set R0 R1

     

       675
       675
       +
       POP R8

     

       676
       676
       +
       CALL FUN d_min_si 0 R8

     

       677
       677
       +
       POP R9

     

       678
       678
       +
       GET_ARRAY 1 R0 R9 R10 R11

     

       679
       679
       +
       MOV R11 R3

     

       680
       680
       +
       MOV R10 R2

     

       681
       681
       +
       JMP l163

     

       682
       682
       +
       l165: IMMI 2 R12

     

       683
       683
       +
       EQI R4 R12 R13

     

       684
       684
       +
       JMPIFNOT R13 l166

     

       685
       685
       +
       GET_ARRAY 1 R0 R1 R14 R15

     

       686
       686
       +
       GET_ARRAY 1 R0 R12 R16 R17

     

       687
       687
       +
       CALL FUN d_max_i_i 0 R14 R16

     

       688
       688
       +
       POP R18

     

       689
       689
       +
       IMMI 0 R19

     

       690
       690
       +
       JMPIFNOT R15 l167

     

       691
       691
       +
       MOV R17 R19

     

       692
       692
       +
       l167: MOV R19 R3

     

       693
       693
       +
       MOV R18 R2

     

       694
       694
       +
       JMP l163

     

       695
       695
       +
       l166: OPEN_AGGREGATION OTHER

     

       696
       696
       +
         BUILTIN infinity R1

     

       697
       697
       +
         POP R20

     

       698
       698
       +
         ITER_ARRAY R0 l170

     

       699
       699
       +
         l169:   ITER_NEXT R23

     

       700
       700
       +
         LB R23 R21

     

       701
       701
       +
         LTI R21 R20 R22

     

       702
       702
       +
         JMPIFNOT R22 l168

     

       703
       703
       +
         MOV R21 R20

     

       704
       704
       +
         l168:   JMP l169

     

       705
       705
       +
         l170:   BUILTIN infinity R5

     

       706
       706
       +
         POP R24

     

       707
       707
       +
         ITER_ARRAY R0 l173

     

       708
       708
       +
         l172:   ITER_NEXT R27

     

       709
       709
       +
         UB R27 R25

     

       710
       710
       +
         LTI R24 R25 R26

     

       711
       711
       +
         JMPIFNOT R26 l171

     

       712
       712
       +
         MOV R25 R24

     

       713
       713
       +
         l171:   JMP l172

     

       714
       714
       +
         l173:   OPEN_AGGREGATION VEC

     

       715
       715
       +
           PUSH R20

     

       716
       716
       +
           PUSH R24

     

       717
       717
       +
         CLOSE_AGGREGATION

     

       718
       718
       +
         POP R28

     

       719
       719
       +
         CALL ROOT mk_intvar 0 R28

     

       720
       720
       +
         POP R29

     

       721
       721
       +
         CALL ROOT array_int_maximum 1 R29 R0

     

       722
       722
       +
         PUSH R29

     

       723
       723
       +
         CLEAR R20 R29

     

       724
       724
       +
       CLOSE_AGGREGATION

     

       725
       725
       +
       POP R20

     

       726
       726
       +
       IMMI 0 R3

     

       727
       727
       +
       MOV R20 R2

     

       728
       728
       +
       l163: PUSH R2

     

       729
       729
       +
       RET

     

       730
       730
       +
       :array_int_maximum:ROOT 2

     

       731
       731
       +
       :clause:ROOT 2

     

       732
       732
       +
       :clause:ROOT 2

     

       733
       733
       +
       :d_clause_d1b_d1b:ROOT 2

     

       734
       734
       +
       ISPAR R0 R2

     

       735
       735
       +
       JMPIF R2 l191

     

       736
       736
       +
       JMP l192

     

       737
       737
       +
       l191: ISPAR R1 R2

     

       738
       738
       +
       JMPIF R2 l193

     

       739
       739
       +
       JMP l194

     

       740
       740
       +
       l192: JMP l194

     

       741
       741
       +
       l193: TCALL ROOT clause 1

     

       742
       742
       +
       l194: TCALL ROOT clause 1

     

       743
       743
       +
       :bool_not:ROOT 2

     

       744
       744
       +
       :main:ROOT 0

     

       745
       745
       +
       OPEN_AGGREGATION OTHER

     

       746
       746
       +
         IMMI 1 R0

     

       747
       747
       +
         LOAD_GLOBAL 0 R1

     

       748
       748
       +
         OPEN_AGGREGATION VEC

     

       749
       749
       +
           PUSH R0

     

       750
       750
       +
           PUSH R1

     

       751
       751
       +
         CLOSE_AGGREGATION

     

       752
       752
       +
         POP R2

     

       753
       753
       +
         STORE_GLOBAL R2 3

     

       754
       754
       +
         LOAD_GLOBAL 1 R3

     

       755
       755
       +
         OPEN_AGGREGATION VEC

     

       756
       756
       +
           PUSH R0

     

       757
       757
       +
           PUSH R3

     

       758
       758
       +
         CLOSE_AGGREGATION

     

       759
       759
       +
         POP R4

     

       760
       760
       +
         STORE_GLOBAL R4 4

     

       761
       761
       +
         OPEN_AGGREGATION VEC

     

       762
       762
       +
           ITER_ARRAY R2 l3

     

       763
       763
       +
           l2:     ITER_NEXT R5

     

       764
       764
       +
           ITER_NEXT R6

     

       765
       765
       +
           ITER_RANGE R5 R6 l5

     

       766
       766
       +
           l4:     ITER_NEXT R7

     

       767
       767
       +
           ITER_ARRAY R4 l7

     

       768
       768
       +
           l6:     ITER_NEXT R8

     

       769
       769
       +
           ITER_NEXT R9

     

       770
       770
       +
           ITER_RANGE R8 R9 l9

     

       771
       771
       +
           l8:     ITER_NEXT R10

     

       772
       772
       +
           LOAD_GLOBAL 2 R11

     

       773
       773
       +
           GET_ARRAY 2 R11 R7 R10 R12 R13

     

       774
       774
       +
           PUSH R12

     

       775
       775
       +
           JMP l8

     

       776
       776
       +
           l9:     JMP l6

     

       777
       777
       +
           l7:     JMP l4

     

       778
       778
       +
           l5:     JMP l2

     

       779
       779
       +
           l3:     CLEAR R5 R13

     

       780
       780
       +
         CLOSE_AGGREGATION

     

       781
       781
       +
         POP R5

     

       782
       782
       +
         IMMI 0 R6

     

       783
       783
       +
         ITER_ARRAY R5 l11

     

       784
       784
       +
         l10:   ITER_NEXT R7

     

       785
       785
       +
         ADDI R6 R7 R6

     

       786
       786
       +
         JMP l10

     

       787
       787
       +
         l11:   STORE_GLOBAL R6 5

     

       788
       788
       +
         IMMI 0 R8

     

       789
       789
       +
         OPEN_AGGREGATION VEC

     

       790
       790
       +
           PUSH R8

     

       791
       791
       +
           PUSH R6

     

       792
       792
       +
         CLOSE_AGGREGATION

     

       793
       793
       +
         POP R9

     

       794
       794
       +
         CALL ROOT mk_intvar 0 R9

     

       795
       795
       +
         POP R10

     

       796
       796
       +
         STORE_GLOBAL R10 6

     

       797
       797
       +
         MULI R1 R3 R11

     

       798
       798
       +
         OPEN_AGGREGATION VEC

     

       799
       799
       +
           PUSH R8

     

       800
       800
       +
           PUSH R11

     

       801
       801
       +
         CLOSE_AGGREGATION

     

       802
       802
       +
         POP R12

     

       803
       803
       +
         CALL ROOT mk_intvar 0 R12

     

       804
       804
       +
         POP R13

     

       805
       805
       +
         STORE_GLOBAL R13 7

     

       806
       806
       +
         OPEN_AGGREGATION VEC

     

       807
       807
       +
           ITER_ARRAY R2 l13

     

       808
       808
       +
           l12:     ITER_NEXT R14

     

       809
       809
       +
           ITER_NEXT R15

     

       810
       810
       +
           ITER_RANGE R14 R15 l15

     

       811
       811
       +
           l14:     ITER_NEXT R16

     

       812
       812
       +
           ITER_ARRAY R4 l17

     

       813
       813
       +
           l16:     ITER_NEXT R17

     

       814
       814
       +
           ITER_NEXT R18

     

       815
       815
       +
           ITER_RANGE R17 R18 l19

     

       816
       816
       +
           l18:     ITER_NEXT R19

     

       817
       817
       +
           LOAD_GLOBAL 2 R20

     

       818
       818
       +
           GET_ARRAY 2 R20 R16 R19 R21 R22

     

       819
       819
       +
           PUSH R21

     

       820
       820
       +
           JMP l18

     

       821
       821
       +
           l19:     JMP l16

     

       822
       822
       +
           l17:     JMP l14

     

       823
       823
       +
           l15:     JMP l12

     

       824
       824
       +
           l13:     CLEAR R14 R22

     

       825
       825
       +
         CLOSE_AGGREGATION

     

       826
       826
       +
         POP R14

     

       827
       827
       +
         CALL FUN d_max_d1i 0 R14

     

       828
       828
       +
         POP R15

     

       829
       829
       +
         STORE_GLOBAL R15 8

     

       830
       830
       +
         OPEN_AGGREGATION VEC

     

       831
       831
       +
           PUSH R0

     

       832
       832
       +
           PUSH R15

     

       833
       833
       +
         CLOSE_AGGREGATION

     

       834
       834
       +
         POP R16

     

       835
       835
       +
         STORE_GLOBAL R16 9

     

       836
       836
       +
         OPEN_AGGREGATION VEC

     

       837
       837
       +
           ITER_ARRAY R2 l23

     

       838
       838
       +
           l22:     ITER_NEXT R19

     

       839
       839
       +
           ITER_NEXT R20

     

       840
       840
       +
           ITER_RANGE R19 R20 l25

     

       841
       841
       +
           l24:     ITER_NEXT R21

     

       842
       842
       +
           ITER_ARRAY R4 l27

     

       843
       843
       +
           l26:     ITER_NEXT R22

     

       844
       844
       +
           ITER_NEXT R23

     

       845
       845
       +
           ITER_RANGE R22 R23 l29

     

       846
       846
       +
           l28:     ITER_NEXT R24

     

       847
       847
       +
           ITER_ARRAY R16 l31

     

       848
       848
       +
           l30:     ITER_NEXT R25

     

       849
       849
       +
           ITER_NEXT R26

     

       850
       850
       +
           ITER_RANGE R25 R26 l33

     

       851
       851
       +
           l32:     ITER_NEXT R27

     

       852
       852
       +
           CALL ROOT mk_intvar 0 R12

     

       853
       853
       +
           JMP l32

     

       854
       854
       +
           l33:     JMP l30

     

       855
       855
       +
           l31:     JMP l28

     

       856
       856
       +
           l29:     JMP l26

     

       857
       857
       +
           l27:     JMP l24

     

       858
       858
       +
           l25:     JMP l22

     

       859
       859
       +
           l23:     CLEAR R19 R27

     

       860
       860
       +
         CLOSE_AGGREGATION

     

       861
       861
       +
         POP R17

     

       862
       862
       +
         OPEN_AGGREGATION VEC

     

       863
       863
       +
           GET_VEC R2 R0 R18

     

       864
       864
       +
           PUSH R18

     

       865
       865
       +
           IMMI 2 R19

     

       866
       866
       +
           GET_VEC R2 R19 R18

     

       867
       867
       +
           PUSH R18

     

       868
       868
       +
           GET_VEC R4 R0 R18

     

       869
       869
       +
           PUSH R18

     

       870
       870
       +
           GET_VEC R4 R19 R18

     

       871
       871
       +
           PUSH R18

     

       872
       872
       +
           GET_VEC R16 R0 R18

     

       873
       873
       +
           PUSH R18

     

       874
       874
       +
           GET_VEC R16 R19 R18

     

       875
       875
       +
           PUSH R18

     

       876
       876
       +
           CLEAR R19 R19

     

       877
       877
       +
         CLOSE_AGGREGATION

     

       878
       878
       +
         POP R18

     

       879
       879
       +
         BUILTIN array_Xd R17 R18

     

       880
       880
       +
         POP R17

     

       881
       881
       +
         STORE_GLOBAL R17 10

     

       882
       882
       +
         OPEN_AGGREGATION VEC

     

       883
       883
       +
           ITER_ARRAY R16 l35

     

       884
       884
       +
           l34:     ITER_NEXT R21

     

       885
       885
       +
           ITER_NEXT R22

     

       886
       886
       +
           ITER_RANGE R21 R22 l37

     

       887
       887
       +
         l36:   ITER_NEXT R23

     

       888
       888
       +
         CALL ROOT mk_intvar 0 R12

     

       889
       889
       +
         JMP l36

     

       890
       890
       +
         l37:   JMP l34

     

       891
       891
       +
         l35:   CLEAR R21 R23

     

       892
       892
       +
       CLOSE_AGGREGATION

     

       893
       893
       +
       POP R19

     

       894
       894
       +
       OPEN_AGGREGATION VEC

     

       895
       895
       +
         GET_VEC R16 R0 R20

     

       896
       896
       +
         PUSH R20

     

       897
       897
       +
         IMMI 2 R21

     

       898
       898
       +
         GET_VEC R16 R21 R20

     

       899
       899
       +
         PUSH R20

     

       900
       900
       +
         CLEAR R21 R21

     

       901
       901
       +
       CLOSE_AGGREGATION

     

       902
       902
       +
       POP R20

     

       903
       903
       +
       BUILTIN array_Xd R19 R20

     

       904
       904
       +
       POP R19

     

       905
       905
       +
       STORE_GLOBAL R19 11

     

       906
       906
       +
       OPEN_AGGREGATION VEC

     

       907
       907
       +
         PUSH R10

     

       908
       908
       +
         PUSH R13

     

       909
       909
       +
       CLOSE_AGGREGATION

     

       910
       910
       +
       POP R21

     

       911
       911
       +
       CALL ROOT output_this 1 R21

     

       912
       912
       +
       OPEN_AGGREGATION VEC

     

       913
       913
       +
         ITER_ARRAY R16 l39

     

       914
       914
       +
         l38:   ITER_NEXT R22

     

       915
       915
       +
         ITER_NEXT R23

     

       916
       916
       +
         ITER_RANGE R22 R23 l41

     

       917
       917
       +
         l40:   ITER_NEXT R24

     

       918
       918
       +
         GET_ARRAY 1 R19 R24 R25 R26

     

       919
       919
       +
         CALL FUN d_op_times_i_i 1 R24 R25

     

       920
       920
       +
         POP R27

     

       921
       921
       +
         PUSH R27

     

       922
       922
       +
         JMP l40

     

       923
       923
       +
         l41:   JMP l38

     

       924
       924
       +
         l39:   CLEAR R22 R27

     

       925
       925
       +
       CLOSE_AGGREGATION

     

       926
       926
       +
       POP R22

     

       927
       927
       +
       LENGTH R22 R23

     

       928
       928
       +
       JMPIFNOT R23 l48

     

       929
       929
       +
       EQI R0 R23 R24

     

       930
       930
       +
       JMPIF R24 l49

     

       931
       931
       +
       CALL FUN f_sum_cc_dTvi 1 R22

     

       932
       932
       +
       POP R24

     

       933
       933
       +
       JMP l50

     

       934
       934
       +
       l48: IMMI 0 R24

     

       935
       935
       +
       JMP l50

     

       936
       936
       +
       l49: GET_VEC R22 R0 R24

     

       937
       937
       +
       l50: DOM R10 R25

     

       938
       938
       +
       DOM R24 R26

     

       939
       939
       +
       INTERSECTION R25 R26 R25

     

       940
       940
       +
       ISEMPTY R25 R26

     

       941
       941
       +
       NOT R26 R26

     

       942
       942
       +
       SIMPLIFY_LIN R10 R24 0 R28 R29 R27

     

       943
       943
       +
       OPEN_AGGREGATION VEC

     

       944
       944
       +
         ITER_ARRAY R16 l52

     

       945
       945
       +
         l51:   ITER_NEXT R30

     

       946
       946
       +
         ITER_NEXT R31

     

       947
       947
       +
         ITER_RANGE R30 R31 l54

     

       948
       948
       +
         l53:   ITER_NEXT R32

     

       949
       949
       +
         GET_ARRAY 1 R19 R32 R33 R34

     

       950
       950
       +
         PUSH R33

     

       951
       951
       +
         JMP l53

     

       952
       952
       +
         l54:   JMP l51

     

       953
       953
       +
         l52:   CLEAR R30 R34

     

       954
       954
       +
       CLOSE_AGGREGATION

     

       955
       955
       +
       POP R30

     

       956
       956
       +
       LENGTH R30 R31

     

       957
       957
       +
       JMPIFNOT R31 l55

     

       958
       958
       +
       EQI R0 R31 R32

     

       959
       959
       +
       JMPIF R32 l56

     

       960
       960
       +
       CALL FUN f_sum_cc_dTvi 1 R30

     

       961
       961
       +
       POP R32

     

       962
       962
       +
       JMP l57

     

       963
       963
       +
       l55: IMMI 0 R32

     

       964
       964
       +
       JMP l57

     

       965
       965
       +
       l56: GET_VEC R30 R0 R32

     

       966
       966
       +
       l57: DOM R13 R33

     

       967
       967
       +
       DOM R32 R34

     

       968
       968
       +
       INTERSECTION R33 R34 R33

     

       969
       969
       +
       ISEMPTY R33 R34

     

       970
       970
       +
       NOT R34 R34

     

       971
       971
       +
       SIMPLIFY_LIN R13 R32 0 R36 R37 R35

     

       972
       972
       +
       ITER_ARRAY R2 l59

     

       973
       973
       +
       l58: ITER_NEXT R38

     

       974
       974
       +
       ITER_NEXT R39

     

       975
       975
       +
       ITER_RANGE R38 R39 l61

     

       976
       976
       +
       l60: ITER_NEXT R40

     

       977
       977
       +
       ITER_ARRAY R4 l63

     

       978
       978
       +
       l62: ITER_NEXT R41

     

       979
       979
       +
       ITER_NEXT R42

     

       980
       980
       +
       ITER_RANGE R41 R42 l65

     

       981
       981
       +
       l64: ITER_NEXT R43

     

       982
       982
       +
       LOAD_GLOBAL 2 R44

     

       983
       983
       +
       GET_ARRAY 2 R44 R40 R43 R45 R46

     

       984
       984
       +
       OPEN_AGGREGATION VEC

     

       985
       985
       +
         ITER_ARRAY R16 l67

     

       986
       986
       +
         l66:   ITER_NEXT R47

     

       987
       987
       +
         ITER_NEXT R48

     

       988
       988
       +
         ITER_RANGE R47 R48 l69

     

       989
       989
       +
         l68:   ITER_NEXT R49

     

       990
       990
       +
         GET_ARRAY 3 R17 R40 R43 R49 R50 R51

     

       991
       991
       +
         CALL FUN d_op_times_i_i 0 R49 R50

     

       992
       992
       +
         POP R52

     

       993
       993
       +
         PUSH R52

     

       994
       994
       +
         JMP l68

     

       995
       995
       +
         l69:   JMP l66

     

       996
       996
       +
         l67:   CLEAR R47 R52

     

       997
       997
       +
       CLOSE_AGGREGATION

     

       998
       998
       +
       POP R47

     

       999
       999
       +
       LENGTH R47 R48

     

       1000
       1000
       +
       JMPIFNOT R48 l70

     

       1001
       1001
       +
       EQI R0 R48 R49

     

       1002
       1002
       +
       JMPIF R49 l71

     

       1003
       1003
       +
       CALL FUN f_sum_cc_dTvi 1 R47

     

       1004
       1004
       +
       POP R49

     

       1005
       1005
       +
       JMP l72

     

       1006
       1006
       +
       l70: IMMI 0 R49

     

       1007
       1007
       +
       JMP l72

     

       1008
       1008
       +
       l71: GET_VEC R47 R0 R49

     

       1009
       1009
       +
       l72: DOM R45 R50

     

       1010
       1010
       +
       DOM R49 R51

     

       1011
       1011
       +
       INTERSECTION R50 R51 R50

     

       1012
       1012
       +
       ISEMPTY R50 R51

     

       1013
       1013
       +
       NOT R51 R51

     

       1014
       1014
       +
       SIMPLIFY_LIN R45 R49 0 R53 R54 R52

     

       1015
       1015
       +
       POST R46

     

       1016
       1016
       +
       POST R51

     

       1017
       1017
       +
       CALL ROOT f_pre_int_lin_eq_d1i_d1vi_i 1 R53 R54 R52

     

       1018
       1018
       +
       JMP l64

     

       1019
       1019
       +
       l65: JMP l62

     

       1020
       1020
       +
       l63: JMP l60

     

       1021
       1021
       +
       l61: JMP l58

     

       1022
       1022
       +
       l59: ITER_ARRAY R2 l74

     

       1023
       1023
       +
       l73: ITER_NEXT R55

     

       1024
       1024
       +
       ITER_NEXT R56

     

       1025
       1025
       +
       ITER_RANGE R55 R56 l76

     

       1026
       1026
       +
       l75: ITER_NEXT R57

     

       1027
       1027
       +
       ITER_ARRAY R16 l78

     

       1028
       1028
       +
       l77: ITER_NEXT R58

     

       1029
       1029
       +
       ITER_NEXT R59

     

       1030
       1030
       +
       ITER_RANGE R58 R59 l80

     

       1031
       1031
       +
       l79: ITER_NEXT R60

     

       1032
       1032
       +
       GET_ARRAY 1 R19 R60 R61 R62

     

       1033
       1033
       +
       OPEN_AGGREGATION VEC

     

       1034
       1034
       +
         ITER_ARRAY R4 l82

     

       1035
       1035
       +
         l81:   ITER_NEXT R63

     

       1036
       1036
       +
         ITER_NEXT R64

     

       1037
       1037
       +
         ITER_RANGE R63 R64 l84

     

       1038
       1038
       +
         l83:   ITER_NEXT R65

     

       1039
       1039
       +
         GET_ARRAY 3 R17 R57 R65 R60 R66 R67

     

       1040
       1040
       +
         PUSH R66

     

       1041
       1041
       +
         JMP l83

     

       1042
       1042
       +
         l84:   JMP l81

     

       1043
       1043
       +
         l82:   CLEAR R63 R67

     

       1044
       1044
       +
       CLOSE_AGGREGATION

     

       1045
       1045
       +
       POP R63

     

       1046
       1046
       +
       POST R62

     

       1047
       1047
       +
       CALL ROOT f_upper_bound_on_increments_vi_d1vi 1 R61 R63

     

       1048
       1048
       +
       JMP l79

     

       1049
       1049
       +
       l80: JMP l77

     

       1050
       1050
       +
       l78: JMP l75

     

       1051
       1051
       +
       l76: JMP l73

     

       1052
       1052
       +
       l74: POST R26

     

       1053
       1053
       +
       CALL ROOT f_pre_int_lin_eq_d1i_d1vi_i 1 R28 R29 R27

     

       1054
       1054
       +
       POST R34

     

       1055
       1055
       +
       CALL ROOT f_pre_int_lin_eq_d1i_d1vi_i 1 R36 R37 R35

     

       1056
       1056
       +
       OPEN_AGGREGATION VEC

     

       1057
       1057
       +
         PUSH R10

     

       1058
       1058
       +
       CLOSE_AGGREGATION

     

       1059
       1059
       +
       POP R64

     

       1060
       1060
       +
       OPEN_AGGREGATION VEC

     

       1061
       1061
       +
         ITER_ARRAY R64 l86

     

       1062
       1062
       +
         l85:   ITER_NEXT R66

     

       1063
       1063
       +
         PUSH R66

     

       1064
       1064
       +
         JMP l85

     

       1065
       1065
       +
         l86:   ITER_ARRAY R19 l88

     

       1066
       1066
       +
         l87:   ITER_NEXT R67

     

       1067
       1067
       +
         PUSH R67

     

       1068
       1068
       +
         JMP l87

     

       1069
       1069
       +
         l88:   CLEAR R66 R67

     

       1070
       1070
       +
       CLOSE_AGGREGATION

     

       1071
       1071
       +
       POP R65

     

       1072
       1072
       +
       OPEN_AGGREGATION VEC

     

       1073
       1073
       +
         ITER_ARRAY R2 l90

     

       1074
       1074
       +
         l89:   ITER_NEXT R66

     

       1075
       1075
       +
         ITER_NEXT R67

     

       1076
       1076
       +
         ITER_RANGE R66 R67 l92

     

       1077
       1077
       +
         l91:   ITER_NEXT R68

     

       1078
       1078
       +
         ITER_ARRAY R4 l94

     

       1079
       1079
       +
         l93:   ITER_NEXT R69

     

       1080
       1080
       +
         ITER_NEXT R70

     

       1081
       1081
       +
         ITER_RANGE R69 R70 l96

     

       1082
       1082
       +
         l95:   ITER_NEXT R71

     

       1083
       1083
       +
         ITER_ARRAY R16 l98

     

       1084
       1084
       +
         l97:   ITER_NEXT R72

     

       1085
       1085
       +
         ITER_NEXT R73

     

       1086
       1086
       +
         ITER_RANGE R72 R73 l100

     

       1087
       1087
       +
         l99:   ITER_NEXT R74

     

       1088
       1088
       +
         GET_ARRAY 3 R17 R68 R71 R74 R75 R76

     

       1089
       1089
       +
         PUSH R75

     

       1090
       1090
       +
         JMP l99

     

       1091
       1091
       +
         l100:   JMP l97

     

       1092
       1092
       +
         l98:   JMP l95

     

       1093
       1093
       +
         l96:   JMP l93

     

       1094
       1094
       +
         l94:   JMP l91

     

       1095
       1095
       +
         l92:   JMP l89

     

       1096
       1096
       +
         l90:   CLEAR R66 R76

     

       1097
       1097
       +
       CLOSE_AGGREGATION

     

       1098
       1098
       +
       POP R66

     

       1099
       1099
       +
       OPEN_AGGREGATION VEC

     

       1100
       1100
       +
         ITER_ARRAY R65 l102

     

       1101
       1101
       +
         l101:   ITER_NEXT R68

     

       1102
       1102
       +
         PUSH R68

     

       1103
       1103
       +
         JMP l101

     

       1104
       1104
       +
         l102:   ITER_ARRAY R66 l104

     

       1105
       1105
       +
         l103:   ITER_NEXT R69

     

       1106
       1106
       +
         PUSH R69

     

       1107
       1107
       +
         JMP l103

     

       1108
       1108
       +
         l104:   CLEAR R68 R69

     

       1109
       1109
       +
       CLOSE_AGGREGATION

     

       1110
       1110
       +
       POP R67

     

       1111
       1111
       +
       CALL ROOT solve_this 1 R8 R8 R67 R0 R0

     

       1112
       1112
       +
       CLEAR R0 R67

     

       1113
       1113
       +
       RET

+77

radiation/radiation.mzn

···

       1
       1
       +
       %-----------------------------------------------------------------------------%

     

       2
       2
       +
       % Radiation problem, MiniZinc 2.0.4 version

     

       3
       3
       +
       %

     

       4
       4
       +
       %-----------------------------------------------------------------------------%

     

       5
       5
       +
       

     

       6
       6
       +
       %-----------------------------------------------------------------------------%

     

       7
       7
       +
       % Parameters

     

       8
       8
       +
       %-----------------------------------------------------------------------------%

     

       9
       9
       +
       

     

       10
       10
       +
       int: m;  % Rows

     

       11
       11
       +
       int: n;  % Columns

     

       12
       12
       +
       

     

       13
       13
       +
       set of int: Rows    = 1..m;

     

       14
       14
       +
       set of int: Columns = 1..n;

     

       15
       15
       +
       

     

       16
       16
       +
       	% Intensity matrix

     

       17
       17
       +
       array[Rows, Columns] of int: Intensity;

     

       18
       18
       +
       

     

       19
       19
       +
       

     

       20
       20
       +
       set of int: BTimes = 1..Bt_max;

     

       21
       21
       +
       

     

       22
       22
       +
       int: Bt_max   = max(i in Rows, j in Columns) (Intensity[i,j]);

     

       23
       23
       +
       int: Ints_sum = sum(i in Rows, j in Columns) (Intensity[i,j]);

     

       24
       24
       +
       

     

       25
       25
       +
       %-----------------------------------------------------------------------------%

     

       26
       26
       +
       % Variables

     

       27
       27
       +
       %-----------------------------------------------------------------------------%

     

       28
       28
       +
       

     

       29
       29
       +
       	% Total beam-on time

     

       30
       30
       +
       var 0..Ints_sum: Beamtime;

     

       31
       31
       +
       

     

       32
       32
       +
       	% Number of shape matrices

     

       33
       33
       +
       var 0..m*n: K;

     

       34
       34
       +
       

     

       35
       35
       +
       	% N[b] is the number of shape matrices with associated beam-on time b

     

       36
       36
       +
       array[BTimes] of var 0..m*n: N;

     

       37
       37
       +
       

     

       38
       38
       +
       	% Q[i,j,b] is the number of shape matrices with associated beam-on time

     

       39
       39
       +
       	% b that expose cell (i,j)

     

       40
       40
       +
       array[Rows, Columns, BTimes] of var 0..m*n: Q;

     

       41
       41
       +
       

     

       42
       42
       +
       %-----------------------------------------------------------------------------%

     

       43
       43
       +
       % Constraints

     

       44
       44
       +
       %-----------------------------------------------------------------------------%

     

       45
       45
       +
       

     

       46
       46
       +
       	% For FD/LP hybrid solving, all these should go the LP solver

     

       47
       47
       +
       	% (with a suitable linearisation of the 'max' expressions).

     

       48
       48
       +
       constraint

     

       49
       49
       +
       	Beamtime = sum(b in BTimes) (b * N[b])

     

       50
       50
       +
       	/\

     

       51
       51
       +
       	K = sum(b in BTimes) (N[b])

     

       52
       52
       +
       	/\

     

       53
       53
       +
       	forall(i in Rows, j in Columns)

     

       54
       54
       +
       		( Intensity[i,j] = sum([b * Q[i,j,b] | b in BTimes]) )

     

       55
       55
       +
       	/\

     

       56
       56
       +
       	forall(i in Rows, b in BTimes)

     

       57
       57
       +
       		( upper_bound_on_increments(N[b], [Q[i,j,b] | j in Columns]) );

     

       58
       58
       +
       

     

       59
       59
       +
       

     

       60
       60
       +
       predicate upper_bound_on_increments(var int: N_b, array[int] of var int: L) =

     

       61
       61
       +
       	N_b >= L[1] + sum([ max(L[j] - L[j-1], 0) | j in 2..n ]);

     

       62
       62
       +
       	%

     

       63
       63
       +
       	% Good linear version:

     

       64
       64
       +
       	% let { array[min(index_set(L))..max(index_set(L))] of var int: S } in

     

       65
       65
       +
       	% N_b >= L[1] + sum([ S[j] | j in 2..n ]) /\

     

       66
       66
       +
       	% forall([ S[j] >= L[j] - L[j-1] /\ S[j] >= 0 | j in 2..n ]);

     

       67
       67
       +
       	

     

       68
       68
       +
       

     

       69
       69
       +
       %-----------------------------------------------------------------------------%

     

       70
       70
       +
       output [

     

       71
       71
       +
           "Beamtime = \(Beamtime);\n",

     

       72
       72
       +
           "K = \(K);\n",

     

       73
       73
       +
           "N = \(N);\n",

     

       74
       74
       +
           "Q = array3d(\(Rows), \(Columns), \(BTimes), \(Q));\n"

     

       75
       75
       +
       ];

     

       76
       76
       +
       

     

       77
       77
       +
       %-----------------------------------------------------------------------------%

+35

scatterplot.py

···

       1
       1
       +
       #!/usr/bin/env python3

     

       2
       2
       +
       import sys

     

       3
       3
       +
       

     

       4
       4
       +
       import numpy as np

     

       5
       5
       +
       import seaborn as sns

     

       6
       6
       +
       import matplotlib.pyplot as plt

     

       7
       7
       +
       import pandas as pd

     

       8
       8
       +
       import matplotlib as mpl

     

       9
       9
       +
       

     

       10
       10
       +
       if __name__ == "__main__":

     

       11
       11
       +
           data = pd.read_csv(sys.argv[1])

     

       12
       12
       +
       

     

       13
       13
       +
           sns.set(font_scale=1.24, style="whitegrid", font="IBM Plex Sans")

     

       14
       14
       +
           fig, ax = plt.subplots()

     

       15
       15
       +
       

     

       16
       16
       +
           plot = sns.scatterplot(

     

       17
       17
       +
               data=data,

     

       18
       18
       +
               x="Compile Time (s)",

     

       19
       19
       +
               y="Solve Time (s)",

     

       20
       20
       +
               hue="Configuration",

     

       21
       21
       +
               style="Configuration",

     

       22
       22
       +
               legend="gbac" in sys.argv[1],

     

       23
       23
       +
           )

     

       24
       24
       +
       

     

       25
       25
       +
           if "radiation" in sys.argv[1]:

     

       26
       26
       +
               ax.set_xlim(0, 0.5)

     

       27
       27
       +
               ax.set_ylim(0, 0.5)

     

       28
       28
       +
           elif "gbac" in sys.argv[1]:

     

       29
       29
       +
               handles, labels = ax.get_legend_handles_labels()

     

       30
       30
       +
               ax.legend(handles=handles, labels=labels)

     

       31
       31
       +
               plot.legend(bbox_to_anchor=(0.23, 0.95), loc="upper left", borderaxespad=0)

     

       32
       32
       +
               ax.set_xlim(0, 30)

     

       33
       33
       +
               ax.set_ylim(0, 30)

     

       34
       34
       +
       

     

       35
       35
       +
           plot.figure.savefig("output.pdf", bbox_inches="tight")