// Copyright 2011 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. package com.google.ortools.examples; import com.google.ortools.constraintsolver.DecisionBuilder; import com.google.ortools.constraintsolver.IntVar; import com.google.ortools.constraintsolver.Solver; import java.io.*; import java.text.*; import java.util.*; public class WhoKilledAgatha { static { System.loadLibrary("jniortools"); } /** * Implements the Who killed Agatha problem. See * http://www.hakank.org/google_or_tools/who_killed_agatha.py */ private static void solve() { Solver solver = new Solver("WhoKilledAgatha"); // // data // final int n = 3; final int agatha = 0; final int butler = 1; final int charles = 2; String[] names = {"Agatha", "Butler", "Charles"}; // // variables // IntVar the_killer = solver.makeIntVar(0, 2, "the_killer"); IntVar the_victim = solver.makeIntVar(0, 2, "the_victim"); IntVar[] all = new IntVar[2 * n * n]; // for branching IntVar[][] hates = new IntVar[n][n]; IntVar[] hates_flat = new IntVar[n * n]; for (int i = 0; i < n; i++) { for (int j = 0; j < n; j++) { hates[i][j] = solver.makeIntVar(0, 1, "hates[" + i + "," + j + "]"); hates_flat[i * n + j] = hates[i][j]; all[i * n + j] = hates[i][j]; } } IntVar[][] richer = new IntVar[n][n]; IntVar[] richer_flat = new IntVar[n * n]; for (int i = 0; i < n; i++) { for (int j = 0; j < n; j++) { richer[i][j] = solver.makeIntVar(0, 1, "richer[" + i + "," + j + "]"); richer_flat[i * n + j] = richer[i][j]; all[(n * n) + (i * n + j)] = richer[i][j]; } } // // constraints // // Agatha, the butler, and Charles live in Dreadsbury Mansion, and // are the only ones to live there. // A killer always hates, and is no richer than his victim. // hates[the_killer, the_victim] == 1 // hates_flat[the_killer * n + the_victim] == 1 solver.addConstraint( solver.makeEquality( solver .makeElement( hates_flat, solver.makeSum(solver.makeProd(the_killer, n).var(), the_victim).var()) .var(), 1)); // richer[the_killer, the_victim] == 0 solver.addConstraint( solver.makeEquality( solver .makeElement( richer_flat, solver.makeSum(solver.makeProd(the_killer, n).var(), the_victim).var()) .var(), 0)); // define the concept of richer: // no one is richer than him-/herself... for (int i = 0; i < n; i++) { solver.addConstraint(solver.makeEquality(richer[i][i], 0)); } // (contd...) if i is richer than j then j is not richer than i // if (i != j) => // ((richer[i,j] = 1) <=> (richer[j,i] = 0)) for (int i = 0; i < n; i++) { for (int j = 0; j < n; j++) { if (i != j) { IntVar bi = solver.makeIsEqualCstVar(richer[i][j], 1); IntVar bj = solver.makeIsEqualCstVar(richer[j][i], 0); solver.addConstraint(solver.makeEquality(bi, bj)); } } } // Charles hates no one that Agatha hates. // forall i in 0..2: // (hates[agatha, i] = 1) => (hates[charles, i] = 0) for (int i = 0; i < n; i++) { IntVar b1a = solver.makeIsEqualCstVar(hates[agatha][i], 1); IntVar b1b = solver.makeIsEqualCstVar(hates[charles][i], 0); solver.addConstraint(solver.makeLessOrEqual(solver.makeDifference(b1a, b1b).var(), 0)); } // Agatha hates everybody except the butler. solver.addConstraint(solver.makeEquality(hates[agatha][charles], 1)); solver.addConstraint(solver.makeEquality(hates[agatha][agatha], 1)); solver.addConstraint(solver.makeEquality(hates[agatha][butler], 0)); // The butler hates everyone not richer than Aunt Agatha. // forall i in 0..2: // (richer[i, agatha] = 0) => (hates[butler, i] = 1) for (int i = 0; i < n; i++) { IntVar b2a = solver.makeIsEqualCstVar(richer[i][agatha], 0); IntVar b2b = solver.makeIsEqualCstVar(hates[butler][i], 1); solver.addConstraint(solver.makeLessOrEqual(solver.makeDifference(b2a, b2b).var(), 0)); } // The butler hates everyone whom Agatha hates. // forall i : 0..2: // (hates[agatha, i] = 1) => (hates[butler, i] = 1) for (int i = 0; i < n; i++) { IntVar b3a = solver.makeIsEqualCstVar(hates[agatha][i], 1); IntVar b3b = solver.makeIsEqualCstVar(hates[butler][i], 1); solver.addConstraint(solver.makeLessOrEqual(solver.makeDifference(b3a, b3b).var(), 0)); } // Noone hates everyone. // forall i in 0..2: // (sum j in 0..2: hates[i,j]) <= 2 for (int i = 0; i < n; i++) { IntVar[] tmp = new IntVar[n]; for (int j = 0; j < n; j++) { tmp[j] = hates[i][j]; } solver.addConstraint(solver.makeLessOrEqual(solver.makeSum(tmp).var(), 2)); } // Who killed Agatha? solver.addConstraint(solver.makeEquality(the_victim, agatha)); // // search // DecisionBuilder db = solver.makePhase(all, solver.CHOOSE_FIRST_UNBOUND, solver.ASSIGN_MIN_VALUE); solver.newSearch(db); // // output // while (solver.nextSolution()) { System.out.println("the_killer: " + names[(int) the_killer.value()]); } solver.endSearch(); // Statistics System.out.println(); System.out.println("Solutions: " + solver.solutions()); System.out.println("Failures: " + solver.failures()); System.out.println("Branches: " + solver.branches()); System.out.println("Wall time: " + solver.wallTime() + "ms"); } public static void main(String[] args) throws Exception { WhoKilledAgatha.solve(); } }