# Copyright 2010 Hakan Kjellerstrand hakank@gmail.com # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Eq 10 in Google CP Solver. Standard benchmark problem. Compare with the following models: * MiniZinc: http://hakank.org/minizinc/eq10.mzn * ECLiPSe: http://hakank.org/eclipse/eq10.ecl * SICStus: http://hakank.org/sicstus/eq10.pl This model was created by Hakan Kjellerstrand (hakank@gmail.com) Also see my other Google CP Solver models: http://www.hakank.org/google_or_tools/ """ from __future__ import print_function from ortools.constraint_solver import pywrapcp def main(): # Create the solver. solver = pywrapcp.Solver("Eq 10") # # data # n = 7 # # variables # X = [solver.IntVar(0, 10, "X(%i)" % i) for i in range(n)] X1, X2, X3, X4, X5, X6, X7 = X # # constraints # solver.Add(0 + 98527 * X1 + 34588 * X2 + 5872 * X3 + 59422 * X5 + 65159 * X7 == 1547604 + 30704 * X4 + 29649 * X6) solver.Add(0 + 98957 * X2 + 83634 * X3 + 69966 * X4 + 62038 * X5 + 37164 * X6 + 85413 * X7 == 1823553 + 93989 * X1) solver.Add(900032 + 10949 * X1 + 77761 * X2 + 67052 * X5 == 0 + 80197 * X3 + 61944 * X4 + 92964 * X6 + 44550 * X7) solver.Add(0 + 73947 * X1 + 84391 * X3 + 81310 * X5 == 1164380 + 96253 * X2 + 44247 * X4 + 70582 * X6 + 33054 * X7) solver.Add(0 + 13057 * X3 + 42253 * X4 + 77527 * X5 + 96552 * X7 == 1185471 + 60152 * X1 + 21103 * X2 + 97932 * X6) solver.Add(1394152 + 66920 * X1 + 55679 * X4 == 0 + 64234 * X2 + 65337 * X3 + 45581 * X5 + 67707 * X6 + 98038 * X7) solver.Add(0 + 68550 * X1 + 27886 * X2 + 31716 * X3 + 73597 * X4 + 38835 * X7 == 279091 + 88963 * X5 + 76391 * X6) solver.Add(0 + 76132 * X2 + 71860 * X3 + 22770 * X4 + 68211 * X5 + 78587 * X6 == 480923 + 48224 * X1 + 82817 * X7) solver.Add(519878 + 94198 * X2 + 87234 * X3 + 37498 * X4 == 0 + 71583 * X1 + 25728 * X5 + 25495 * X6 + 70023 * X7) solver.Add(361921 + 78693 * X1 + 38592 * X5 + 38478 * X6 == 0 + 94129 * X2 + 43188 * X3 + 82528 * X4 + 69025 * X7) # # search and result # db = solver.Phase(X, solver.INT_VAR_SIMPLE, solver.INT_VALUE_SIMPLE) solver.NewSearch(db) num_solutions = 0 while solver.NextSolution(): num_solutions += 1 print("X:", [X[i].Value() for i in range(n)]) print() solver.EndSearch() print() print("num_solutions:", num_solutions) print("failures:", solver.Failures()) print("branches:", solver.Branches()) print("WallTime:", solver.WallTime()) if __name__ == "__main__": main()