# 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. """ Magic squares in Google CP Solver. Magic square problem. 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(n=4): # Create the solver. solver = pywrapcp.Solver("n-queens") # # data # # # declare variables # x = {} for i in range(n): for j in range(n): x[(i, j)] = solver.IntVar(1, n * n, "x(%i,%i)" % (i, j)) x_flat = [x[(i, j)] for i in range(n) for j in range(n)] # the sum # s = ( n * (n*n + 1)) / 2 s = solver.IntVar(1, n * n * n, "s") # # constraints # # solver.Add(s == ( n * (n*n + 1)) / 2) solver.Add(solver.AllDifferent(x_flat)) [solver.Add(solver.Sum([x[(i, j)] for j in range(n)]) == s) for i in range(n)] [solver.Add(solver.Sum([x[(i, j)] for i in range(n)]) == s) for j in range(n)] solver.Add(solver.Sum([x[(i, i)] for i in range(n)]) == s) # diag 1 solver.Add(solver.Sum([x[(i, n - i - 1)] for i in range(n)]) == s) # diag 2 # symmetry breaking # solver.Add(x[(0,0)] == 1) # # solution and search # solution = solver.Assignment() solution.Add(x_flat) solution.Add(s) # db: DecisionBuilder db = solver.Phase( x_flat, # solver.INT_VAR_DEFAULT, solver.CHOOSE_FIRST_UNBOUND, # solver.CHOOSE_MIN_SIZE_LOWEST_MAX, # solver.ASSIGN_MIN_VALUE solver.ASSIGN_CENTER_VALUE) solver.NewSearch(db) num_solutions = 0 while solver.NextSolution(): print("s:", s.Value()) for i in range(n): for j in range(n): print("%2i" % x[(i, j)].Value(), end=" ") print() print() num_solutions += 1 solver.EndSearch() print() print("num_solutions:", num_solutions) print("failures:", solver.Failures()) print("branches:", solver.Branches()) print("WallTime:", solver.WallTime()) n = 4 if __name__ == "__main__": if len(sys.argv) > 1: n = int(sys.argv[1]) main(n)