# 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. """ All different except 0 Google CP Solver. Decomposition of global constraint alldifferent_except_0. From Global constraint catalogue: http://www.emn.fr/x-info/sdemasse/gccat/Calldifferent_except_0.html ''' Enforce all variables of the collection VARIABLES to take distinct values, except those variables that are assigned to 0. Example (<5, 0, 1, 9, 0, 3>) The alldifferent_except_0 constraint holds since all the values (that are different from 0) 5, 1, 9 and 3 are distinct. ''' Compare with the following models: * Comet: http://hakank.org/comet/alldifferent_except_0.co * ECLiPSe: http://hakank.org/eclipse/alldifferent_except_0.ecl * Tailor/Essence': http://hakank.org/tailor/alldifferent_except_0.eprime * Gecode: http://hakank.org/gecode/alldifferent_except_0.cpp * Gecode/R: http://hakank.org/gecode_r/all_different_except_0.rb * MiniZinc: http://hakank.org/minizinc/alldifferent_except_0.mzn * SICStus_ http://hakank.org/sicstus/alldifferent_except_0.pl * Choco: http://hakank.org/choco/AllDifferentExcept0_test.java * JaCoP: http://hakank.org/JaCoP/AllDifferentExcept0_test.java * Zinc: http://hakank.org/minizinc/alldifferent_except_0.zinc 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 # # Decomposition of alldifferent_except_0 # Thanks to Laurent Perron (Google) for # suggestions of improvements. # def alldifferent_except_0(solver, a): n = len(a) for i in range(n): for j in range(i): solver.Add((a[i] != 0) * (a[j] != 0) <= (a[i] != a[j])) # more compact version: def alldifferent_except_0_b(solver, a): n = len(a) [ solver.Add((a[i] != 0) * (a[j] != 0) <= (a[i] != a[j])) for i in range(n) for j in range(i) ] def main(unused_argv): # Create the solver. solver = pywrapcp.Solver("Alldifferent except 0") # data n = 7 # declare variables x = [solver.IntVar(0, n - 1, "x%i" % i) for i in range(n)] # Number of zeros. z = solver.Sum([x[i] == 0 for i in range(n)]).VarWithName("z") # # constraints # alldifferent_except_0(solver, x) # we require 2 0's solver.Add(z == 2) # # solution and search # solution = solver.Assignment() solution.Add([x[i] for i in range(n)]) solution.Add(z) collector = solver.AllSolutionCollector(solution) solver.Solve( solver.Phase([x[i] for i in range(n)], 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(n)]) print("z:", collector.Value(s, z)) print() print("num_solutions:", num_solutions) print("failures:", solver.Failures()) print("branches:", solver.Branches()) print("WallTime:", solver.WallTime()) if __name__ == "__main__": main("cp sample")