# Copyright 2010 Hakan Kjellerstrand hakank@bonetmail.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. """ Place number puzzle Google CP Solver. http://ai.uwaterloo.ca/~vanbeek/Courses/Slides/introduction.pdf ''' Place numbers 1 through 8 on nodes - each number appears exactly once - no connected nodes have consecutive numbers 2 - 5 / | X | \ 1 - 3 - 6 - 8 \ | X | / 4 - 7 "" Compare with the following models: * MiniZinc: http://www.hakank.org/minizinc/place_number.mzn * Comet: http://www.hakank.org/comet/place_number_puzzle.co * ECLiPSe: http://www.hakank.org/eclipse/place_number_puzzle.ecl * SICStus Prolog: http://www.hakank.org/sicstus/place_number_puzzle.pl * Gecode: http://www.hakank.org/gecode/place_number_puzzle.cpp This model was created by Hakan Kjellerstrand (hakank@bonetmail.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("Place number") # data m = 32 n = 8 # Note: this is 1-based for compatibility (and lazyness) graph = [ [1, 2], [1, 3], [1, 4], [2, 1], [2, 3], [2, 5], [2, 6], [3, 2], [3, 4], [3, 6], [3, 7], [4, 1], [4, 3], [4, 6], [4, 7], [5, 2], [5, 3], [5, 6], [5, 8], [6, 2], [6, 3], [6, 4], [6, 5], [6, 7], [6, 8], [7, 3], [7, 4], [7, 6], [7, 8], [8, 5], [8, 6], [8, 7] ] # declare variables x = [solver.IntVar(1, n, "x%i" % i) for i in range(n)] # # constraints # solver.Add(solver.AllDifferent(x)) for i in range(m): # Note: make 0-based solver.Add(abs( x[graph[i][0] - 1] - x[graph[i][1] - 1]) > 1) # symmetry breaking solver.Add(x[0] < x[n - 1]) # # solution and search # solution = solver.Assignment() solution.Add(x) collector = solver.AllSolutionCollector(solution) solver.Solve(solver.Phase(x, solver.CHOOSE_FIRST_UNBOUND, solver.ASSIGN_MIN_VALUE), [collector]) num_solutions = collector.SolutionCount() for s in range(num_solutions): print("x:", [collector.Value(s, x[i]) for i in range(len(x))]) print() print("num_solutions:", num_solutions) print("failures:", solver.Failures()) print("branches:", solver.Branches()) print("WallTime:", solver.WallTime()) print() if __name__ == "__main__": main()