package org.drools.planner.core.localsearch.decider.acceptor.tabu;
import org.drools.planner.core.localsearch.scope.LocalSearchMoveScope;
import org.drools.planner.core.localsearch.scope.LocalSearchSolverPhaseScope;
import org.drools.planner.core.localsearch.scope.LocalSearchStepScope;
import org.drools.planner.core.move.Move;
import org.drools.planner.core.score.buildin.simple.DefaultSimpleScore;
import org.drools.planner.core.solver.scope.DefaultSolverScope;
import org.drools.planner.core.testdata.domain.TestdataEntity;
import org.junit.Test;
import java.util.Arrays;
import java.util.Collection;
import static org.junit.Assert.*;
import static org.mockito.Mockito.*;
public class PlanningEntityTabuAcceptorTest {
@Test
public void tabuSize() {
PlanningEntityTabuAcceptor acceptor = new PlanningEntityTabuAcceptor();
acceptor.setTabuSize(2);
acceptor.setAspirationEnabled(true);
TestdataEntity e0 = new TestdataEntity("e0");
TestdataEntity e1 = new TestdataEntity("e1");
TestdataEntity e2 = new TestdataEntity("e2");
TestdataEntity e3 = new TestdataEntity("e3");
TestdataEntity e4 = new TestdataEntity("e4");
DefaultSolverScope solverScope = new DefaultSolverScope();
solverScope.setBestScore(new DefaultSimpleScore(0));
LocalSearchSolverPhaseScope phaseScope = new LocalSearchSolverPhaseScope(solverScope);
acceptor.phaseStarted(phaseScope);
LocalSearchStepScope stepScope0 = new LocalSearchStepScope(phaseScope);
stepScope0.setStepIndex(0);
LocalSearchMoveScope moveScope1 = buildMoveScope(stepScope0, e1);
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e0)));
assertEquals(true, acceptor.isAccepted(moveScope1));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e2)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e3)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e4)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e2))); // repeated call
stepScope0.setStep(moveScope1.getMove());
acceptor.stepEnded(stepScope0);
LocalSearchStepScope stepScope1 = new LocalSearchStepScope(phaseScope);
stepScope1.setStepIndex(1);
LocalSearchMoveScope moveScope2 = buildMoveScope(stepScope1, e2);
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope1, e0)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope1, e1)));
assertEquals(true, acceptor.isAccepted(moveScope2));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope1, e3)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope1, e4)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope1, e2))); // repeated call
stepScope1.setStep(moveScope2.getMove());
acceptor.stepEnded(stepScope1);
LocalSearchStepScope stepScope2 = new LocalSearchStepScope(phaseScope);
stepScope2.setStepIndex(2);
LocalSearchMoveScope moveScope4 = buildMoveScope(stepScope2, e4);
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope2, e0)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope2, e1)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope2, e2)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope2, e3)));
assertEquals(true, acceptor.isAccepted(moveScope4));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope2, e2))); // repeated call
stepScope2.setStep(moveScope4.getMove());
acceptor.stepEnded(stepScope2);
LocalSearchStepScope stepScope3 = new LocalSearchStepScope(phaseScope);
stepScope3.setStepIndex(3);
LocalSearchMoveScope moveScope3 = buildMoveScope(stepScope3, e3);
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope3, e0)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope3, e1)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope3, e2)));
assertEquals(true, acceptor.isAccepted(moveScope3));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope3, e4)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope3, e2))); // repeated call
stepScope3.setStep(moveScope3.getMove());
acceptor.stepEnded(stepScope3);
LocalSearchStepScope stepScope4 = new LocalSearchStepScope(phaseScope);
stepScope4.setStepIndex(4);
LocalSearchMoveScope moveScope1Again = buildMoveScope(stepScope4, e1);
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope4, e0)));
assertEquals(true, acceptor.isAccepted(moveScope1Again));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope4, e2)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope4, e3)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope4, e4)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope4, e2))); // repeated call
stepScope4.setStep(moveScope1Again.getMove());
acceptor.stepEnded(stepScope4);
acceptor.phaseEnded(phaseScope);
}
@Test
public void tabuSizeMultipleEntitiesPerStep() {
PlanningEntityTabuAcceptor acceptor = new PlanningEntityTabuAcceptor();
acceptor.setTabuSize(2);
acceptor.setAspirationEnabled(true);
TestdataEntity e0 = new TestdataEntity("e0");
TestdataEntity e1 = new TestdataEntity("e1");
TestdataEntity e2 = new TestdataEntity("e2");
TestdataEntity e3 = new TestdataEntity("e3");
TestdataEntity e4 = new TestdataEntity("e4");
DefaultSolverScope solverScope = new DefaultSolverScope();
solverScope.setBestScore(new DefaultSimpleScore(0));
LocalSearchSolverPhaseScope phaseScope = new LocalSearchSolverPhaseScope(solverScope);
acceptor.phaseStarted(phaseScope);
LocalSearchStepScope stepScope0 = new LocalSearchStepScope(phaseScope);
stepScope0.setStepIndex(0);
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e0)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e1)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e2)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e3)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e4)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e0, e1)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e0, e2)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e0, e3)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e0, e4)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e1, e2)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e1, e3)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e1, e4)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e2, e3)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e2, e4)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope0, e3, e4)));
stepScope0.setStep(buildMoveScope(stepScope0, e0, e2).getMove());
acceptor.stepEnded(stepScope0);
LocalSearchStepScope stepScope1 = new LocalSearchStepScope(phaseScope);
stepScope1.setStepIndex(1);
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope1, e0)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope1, e1)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope1, e2)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope1, e3)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope1, e4)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope1, e0, e1)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope1, e0, e2)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope1, e0, e3)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope1, e0, e4)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope1, e1, e2)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope1, e1, e3)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope1, e1, e4)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope1, e2, e3)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope1, e2, e4)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope1, e3, e4)));
stepScope1.setStep(buildMoveScope(stepScope1, e1).getMove());
acceptor.stepEnded(stepScope1);
LocalSearchStepScope stepScope2 = new LocalSearchStepScope(phaseScope);
stepScope2.setStepIndex(2);
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope2, e0)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope2, e1)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope2, e2)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope2, e3)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope2, e4)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope2, e0, e1)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope2, e0, e2)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope2, e0, e3)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope2, e0, e4)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope2, e1, e2)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope2, e1, e3)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope2, e1, e4)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope2, e2, e3)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope2, e2, e4)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope2, e3, e4)));
stepScope2.setStep(buildMoveScope(stepScope2, e3, e4).getMove());
acceptor.stepEnded(stepScope2);
LocalSearchStepScope stepScope3 = new LocalSearchStepScope(phaseScope);
stepScope3.setStepIndex(3);
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope3, e0)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope3, e1)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope3, e2)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope3, e3)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope3, e4)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope3, e0, e1)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope3, e0, e2)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope3, e0, e3)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope3, e0, e4)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope3, e1, e2)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope3, e1, e3)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope3, e1, e4)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope3, e2, e3)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope3, e2, e4)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope3, e3, e4)));
stepScope3.setStep(buildMoveScope(stepScope3, e0).getMove());
acceptor.stepEnded(stepScope3);
acceptor.phaseEnded(phaseScope);
}
@Test
public void aspiration() {
PlanningEntityTabuAcceptor acceptor = new PlanningEntityTabuAcceptor();
acceptor.setTabuSize(2);
acceptor.setAspirationEnabled(true);
TestdataEntity e0 = new TestdataEntity("e0");
TestdataEntity e1 = new TestdataEntity("e1");
DefaultSolverScope solverScope = new DefaultSolverScope();
solverScope.setBestScore(new DefaultSimpleScore(-100));
LocalSearchSolverPhaseScope phaseScope = new LocalSearchSolverPhaseScope(solverScope);
acceptor.phaseStarted(phaseScope);
LocalSearchStepScope stepScope0 = new LocalSearchStepScope(phaseScope);
stepScope0.setStepIndex(0);
stepScope0.setStep(buildMoveScope(stepScope0, e1).getMove());
acceptor.stepEnded(stepScope0);
LocalSearchStepScope stepScope1 = new LocalSearchStepScope(phaseScope);
stepScope1.setStepIndex(1);
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope1, -120, e0)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope1, -20, e0)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope1, -120, e1)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope1, -20, e1)));
assertEquals(false, acceptor.isAccepted(buildMoveScope(stepScope1, -120, e0, e1)));
assertEquals(true, acceptor.isAccepted(buildMoveScope(stepScope1, -20, e0, e1)));
stepScope1.setStep(buildMoveScope(stepScope1, -20, e1).getMove());
acceptor.stepEnded(stepScope1);
acceptor.phaseEnded(phaseScope);
}
private LocalSearchMoveScope buildMoveScope(LocalSearchStepScope stepScope, TestdataEntity... entities) {
return buildMoveScope(stepScope, 0, entities);
}
private LocalSearchMoveScope buildMoveScope(LocalSearchStepScope stepScope, int score, TestdataEntity... entities) {
LocalSearchMoveScope moveScope = new LocalSearchMoveScope(stepScope);
Move move = mock(Move.class);
when(move.getPlanningEntities()).thenReturn((Collection) Arrays.asList(entities));
moveScope.setMove(move);
moveScope.setScore(new DefaultSimpleScore(score));
return moveScope;
}
}