# 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. """ Grocery problem in Google CP Solver. From Christian Schulte, Gert Smolka, Finite Domain http://www.mozart-oz.org/documentation/fdt/ Constraint Programming in Oz. A Tutorial. 2001. ''' A kid goes into a grocery store and buys four items. The cashier charges $7.11, the kid pays and is about to leave when the cashier calls the kid back, and says 'Hold on, I multiplied the four items instead of adding them; I'll try again; Hah, with adding them the price still comes to $7.11'. What were the prices of the four items? ''' Compare with the following models: * MiniZinc: http://hakank.org/minizinc/grocery.mzn * Comet: http://hakank.org/comet/grocery.co * Zinc: http://hakank.org/minizinc/grocery.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 import sys from ortools.constraint_solver import pywrapcp from functools import reduce def main(): # Create the solver. solver = pywrapcp.Solver("Grocery") # # data # n = 4 c = 711 # # declare variables # item = [solver.IntVar(0, c, "item[%i]" % i) for i in range(n)] # # constraints # solver.Add(solver.Sum(item) == c) solver.Add(reduce(lambda x, y: x * y, item) == c * 100**3) # symmetry breaking for i in range(1, n): solver.Add(item[i - 1] < item[i]) # # search and result # db = solver.Phase(item, solver.INT_VAR_SIMPLE, solver.INT_VALUE_SIMPLE) solver.NewSearch(db) num_solutions = 0 while solver.NextSolution(): print("item:", [item[i].Value() for i in range(n)]) print() num_solutions += 1 solver.EndSearch() print() print("num_solutions:", num_solutions) print("failures:", solver.Failures()) print("branches:", solver.Branches()) print("WallTime:", solver.WallTime()) if __name__ == "__main__": main()