# 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 20 in Google CP Solver. Standard benchmark problem. Compare with the following models: * Gecode/R: http://hakank.org/gecode_r/eq20.rb * ECLiPSe: http://hakank.org/eclipse/eq20.ecl * SICStus: http://hakank.org/sicstus/eq20.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 20") # # data # n = 7 # # variables # X = [solver.IntVar(0, 10, "X(%i)" % i) for i in range(n)] X0, X1, X2, X3, X4, X5, X6 = X # # constraints # solver.Add(-76706 * X0 + 98205 * X1 + 23445 * X2 + 67921 * X3 + 24111 * X4 + -48614 * X5 + -41906 * X6 == 821228) solver.Add(87059 * X0 + -29101 * X1 + -5513 * X2 + -21219 * X3 + 22128 * X4 + 7276 * X5 + 57308 * X6 == 22167) solver.Add(-60113 * X0 + 29475 * X1 + 34421 * X2 + -76870 * X3 + 62646 * X4 + 29278 * X5 + -15212 * X6 == 251591) solver.Add(49149 * X0 + 52871 * X1 + -7132 * X2 + 56728 * X3 + -33576 * X4 + -49530 * X5 + -62089 * X6 == 146074) solver.Add(-10343 * X0 + 87758 * X1 + -11782 * X2 + 19346 * X3 + 70072 * X4 + -36991 * X5 + 44529 * X6 == 740061) solver.Add(85176 * X0 + -95332 * X1 + -1268 * X2 + 57898 * X3 + 15883 * X4 + 50547 * X5 + 83287 * X6 == 373854) solver.Add(-85698 * X0 + 29958 * X1 + 57308 * X2 + 48789 * X3 + -78219 * X4 + 4657 * X5 + 34539 * X6 == 249912) solver.Add(-67456 * X0 + 84750 * X1 + -51553 * X2 + 21239 * X3 + 81675 * X4 + -99395 * X5 + -4254 * X6 == 277271) solver.Add(94016 * X0 + -82071 * X1 + 35961 * X2 + 66597 * X3 + -30705 * X4 + -44404 * X5 + -38304 * X6 == 25334) solver.Add(-60301 * X0 + 31227 * X1 + 93951 * X2 + 73889 * X3 + 81526 * X4 + -72702 * X5 + 68026 * X6 == 1410723) solver.Add(-16835 * X0 + 47385 * X1 + 97715 * X2 + -12640 * X3 + 69028 * X4 + 76212 * X5 + -81102 * X6 == 1244857) solver.Add(-43277 * X0 + 43525 * X1 + 92298 * X2 + 58630 * X3 + 92590 * X4 + -9372 * X5 + -60227 * X6 == 1503588) solver.Add(-64919 * X0 + 80460 * X1 + 90840 * X2 + -59624 * X3 + -75542 * X4 + 25145 * X5 + -47935 * X6 == 18465) solver.Add(-45086 * X0 + 51830 * X1 + -4578 * X2 + 96120 * X3 + 21231 * X4 + 97919 * X5 + 65651 * X6 == 1198280) solver.Add(85268 * X0 + 54180 * X1 + -18810 * X2 + -48219 * X3 + 6013 * X4 + 78169 * X5 + -79785 * X6 == 90614) solver.Add(8874 * X0 + -58412 * X1 + 73947 * X2 + 17147 * X3 + 62335 * X4 + 16005 * X5 + 8632 * X6 == 752447) solver.Add(71202 * X0 + -11119 * X1 + 73017 * X2 + -38875 * X3 + -14413 * X4 + -29234 * X5 + 72370 * X6 == 129768) solver.Add(1671 * X0 + -34121 * X1 + 10763 * X2 + 80609 * X3 + 42532 * X4 + 93520 * X5 + -33488 * X6 == 915683) solver.Add(51637 * X0 + 67761 * X1 + 95951 * X2 + 3834 * X3 + -96722 * X4 + 59190 * X5 + 15280 * X6 == 533909) solver.Add(-16105 * X0 + 62397 * X1 + -6704 * X2 + 43340 * X3 + 95100 * X4 + -68610 * X5 + 58301 * X6 == 876370) # # search and result # db = solver.Phase(X, solver.CHOOSE_FIRST_UNBOUND, solver.ASSIGN_MIN_VALUE) 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()