# 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. """ Mr Smith in Google CP Solver. From an IF Prolog example (http://www.ifcomputer.de/) ''' The Smith family and their three children want to pay a visit but they do not all have the time to do so. Following are few hints who will go and who will not: o If Mr Smith comes, his wife will come too. o At least one of their two sons Matt and John will come. o Either Mrs Smith or Tim will come, but not both. o Either Tim and John will come, or neither will come. o If Matt comes, then John and his father will also come. ''' The answer should be: Mr_Smith_comes = 0 Mrs_Smith_comes = 0 Matt_comes = 0 John_comes = 1 Tim_comes = 1 Compare with the following models: * ECLiPSe: http://www.hakank.org/eclipse/mr_smith.ecl * SICStus Prolog: http://www.hakank.org/sicstus/mr_smith.pl * Gecode: http://www.hakank.org/gecode/mr_smith.cpp * MiniZinc: http://www.hakank.org/minizinc/mr_smith.mzn 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 import sys from ortools.constraint_solver import pywrapcp def main(): # Create the solver. solver = pywrapcp.Solver('Mr Smith problem') # # data # n = 5 # # declare variables # x = [solver.IntVar(0, 1, 'x[%i]' % i) for i in range(n)] Mr_Smith, Mrs_Smith, Matt, John, Tim = x # # constraints # # # I've kept the MiniZinc constraints for clarity # and debugging. # # If Mr Smith comes then his wife will come too. # (Mr_Smith -> Mrs_Smith) solver.Add(Mr_Smith - Mrs_Smith <= 0) # At least one of their two sons Matt and John will come. # (Matt \/ John) solver.Add(Matt + John >= 1) # Either Mrs Smith or Tim will come but not both. # bool2int(Mrs_Smith) + bool2int(Tim) = 1 /\ # (Mrs_Smith xor Tim) solver.Add(Mrs_Smith + Tim == 1) # Either Tim and John will come or neither will come. # (Tim = John) solver.Add(Tim == John) # If Matt comes /\ then John and his father will also come. # (Matt -> (John /\ Mr_Smith)) solver.Add(Matt - (John * Mr_Smith) <= 0) # # solution and search # db = solver.Phase(x, solver.INT_VAR_DEFAULT, solver.INT_VALUE_DEFAULT) solver.NewSearch(db) num_solutions = 0 while solver.NextSolution(): num_solutions += 1 print('x:', [x[i].Value() for i in range(n)]) print() print('num_solutions:', num_solutions) print('failures:', solver.Failures()) print('branches:', solver.Branches()) print('WallTime:', solver.WallTime(), 'ms') if __name__ == '__main__': main()