#!/usr/bin/env python3 # Copyright 2010-2021 Google LLC # 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. """A simple knapsack problem.""" # [START program] # [START import] from ortools.algorithms import pywrapknapsack_solver # [END import] def main(): # Create the solver. # [START solver] solver = pywrapknapsack_solver.KnapsackSolver( pywrapknapsack_solver.KnapsackSolver. KNAPSACK_MULTIDIMENSION_BRANCH_AND_BOUND_SOLVER, 'KnapsackExample') # [END solver] # [START data] values = [ 360, 83, 59, 130, 431, 67, 230, 52, 93, 125, 670, 892, 600, 38, 48, 147, 78, 256, 63, 17, 120, 164, 432, 35, 92, 110, 22, 42, 50, 323, 514, 28, 87, 73, 78, 15, 26, 78, 210, 36, 85, 189, 274, 43, 33, 10, 19, 389, 276, 312 ] weights = [[ 7, 0, 30, 22, 80, 94, 11, 81, 70, 64, 59, 18, 0, 36, 3, 8, 15, 42, 9, 0, 42, 47, 52, 32, 26, 48, 55, 6, 29, 84, 2, 4, 18, 56, 7, 29, 93, 44, 71, 3, 86, 66, 31, 65, 0, 79, 20, 65, 52, 13 ]] capacities = [850] # [END data] # [START solve] solver.Init(values, weights, capacities) computed_value = solver.Solve() # [END solve] # [START print_solution] packed_items = [] packed_weights = [] total_weight = 0 print('Total value =', computed_value) for i in range(len(values)): if solver.BestSolutionContains(i): packed_items.append(i) packed_weights.append(weights[0][i]) total_weight += weights[0][i] print('Total weight:', total_weight) print('Packed items:', packed_items) print('Packed_weights:', packed_weights) # [END print_solution] if __name__ == '__main__': main() # [END program]