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/*
 * This file is part of choco-solver, http://choco-solver.org/
 *
 * Copyright (c) 2024, IMT Atlantique. All rights reserved.
 *
 * Licensed under the BSD 4-clause license.
 *
 * See LICENSE file in the project root for full license information.
 */
package org.chocosolver.solver.search.loop.move;

import org.chocosolver.solver.Solution;
import org.chocosolver.solver.Solver;
import org.chocosolver.solver.constraints.Constraint;
import org.chocosolver.solver.constraints.Propagator;
import org.chocosolver.solver.exception.ContradictionException;
import org.chocosolver.solver.learn.ExplanationForSignedClause;
import org.chocosolver.solver.search.limits.ICounter;
import org.chocosolver.solver.search.loop.lns.neighbors.INeighbor;
import org.chocosolver.solver.search.strategy.decision.RootDecision;
import org.chocosolver.solver.search.strategy.strategy.AbstractStrategy;
import org.chocosolver.solver.variables.IntVar;
import org.chocosolver.solver.variables.Variable;
import org.chocosolver.solver.variables.events.IntEventType;
import org.chocosolver.util.ESat;
import org.chocosolver.util.objects.setDataStructures.iterable.IntIterableRangeSet;
import org.chocosolver.util.objects.setDataStructures.iterable.IntIterableSetUtils;

import java.util.Collections;
import java.util.List;

/**
 * This {@link Move}'s implementation defines a Large Neighborhood Search.
 * Created by cprudhom on 03/09/15.
 * Project: choco.
 * @author Charles Prud'homme
 * @since 03/09/2015
 */
public class MoveLNS implements Move {

    /**
     * the strategy required to complete the generated fragment
     */
    protected Move move;
    /**
     * IntNeighbor to used
     */
    protected INeighbor neighbor;
    /**
     * Number of solutions found so far
     */
    protected long solutions;
    /**
     * Indicates if a solution has been loaded
     */
    protected boolean solutionLoaded;
    /**
     * Indicate a restart has been triggered
     */
    private boolean freshRestart;
    /**
     * Restart counter
     */
    protected ICounter counter;
    /**
     * For restart strategy
     */
    private final long frequency;

    protected PropLNS prop;

    private boolean canApplyNeighborhood;

    /**
     * Create a move which defines a Large Neighborhood Search.
     * @param move how the subtree is explored
     * @param neighbor how the fragment are computed
     * @param restartCounter when a restart should occur
     */
    public MoveLNS(Move move, INeighbor neighbor, ICounter restartCounter) {
        this.move = move;
        this.neighbor = neighbor;
        this.counter = restartCounter;
        this.frequency = counter.getLimitValue();
        this.solutions = 0;
        this.freshRestart = false;
        this.solutionLoaded = false;
    }

    @Override
    public boolean init() {
        neighbor.init();
        return move.init();
    }

    /**
     * Return false when:
     * 
    *
  • * the underlying search has no more decision to provide, *
  • *
*

* Return true when: *

    *
  • * a new neighbor is provided, *
  • *
  • * or a new decision is provided by the underlying decision *
  • *
  • * or the fast restart criterion is met. *
  • *
*

* Restart when: *

    *
  • * a restart criterion is met *
  • *
* * @param solver SearchLoop * @return true if the decision path is extended */ @Override public boolean extend(Solver solver) { boolean extend; // when a new fragment is needed (condition: at least one solution has been found) if (solutions > 0 || solutionLoaded) { if (freshRestart) { assert solver.getDecisionPath().size() == 1; assert solver.getDecisionPath().getDecision(0) == RootDecision.ROOT; solver.getEnvironment().worldPush(); if(prop == null){ prop = new PropLNS(solver.getModel().intVar(2)); new Constraint("LNS", prop).post(); } solver.getEngine().propagateOnBacktrack(prop); canApplyNeighborhood = true; freshRestart = false; extend = true; } else { // if fast restart is on if (counter.isMet()) { // then is restart is triggered doRestart(solver); extend = true; } else { extend = move.extend(solver); } } } else { extend = move.extend(solver); } return extend; } /** * Return false when : *
    *
  • * move.repair(searchLoop) returns false and neighbor is complete. *
  • *
  • * posting the cut at root node fails *
  • *
* Return true when: *
    *
  • * move.repair(searchLoop) returns true, *
  • *
  • * or move.repair(searchLoop) returns false and neighbor is not complete, *
  • *
*

* Restart when: *

    *
  • * a new solution has been found *
  • *
  • * move.repair(searchLoop) returns false and neighbor is not complete, *
  • *
  • * or the fast restart criterion is met *
  • *
* * @param solver SearchLoop * @return true if the decision path is repaired */ @Override public boolean repair(Solver solver) { boolean repair = true; if(solutions > 0 // the second condition is only here for intiale calls, when solutions is not already up to date || solver.getSolutionCount() > 0 // the third condition is true when a solution was given as input || solutionLoaded) { // the detection of a new solution can only be met here if (solutions < solver.getSolutionCount()) { assert solutions == solver.getSolutionCount() - 1; solutions++; solutionLoaded = false; neighbor.recordSolution(); doRestart(solver); } // when posting the cut directly at root node fails else if (freshRestart) { repair = false; } // the current sub-tree has been entirely explored else if (!(repair = move.repair(solver))) { // but the neighbor cannot ensure completeness if (!neighbor.isSearchComplete()) { // then a restart is triggered doRestart(solver); repair = true; } } // or a fast restart is on else if (counter.isMet()) { // then is restart is triggered doRestart(solver); } }else{ repair = move.repair(solver); } return repair; } /** * Give an initial solution to begin with if called before executing the solving process * or erase the last recorded one otherwise. * @param solution a solution to record * @param solver that manages the LNS */ public void loadFromSolution(Solution solution, Solver solver){ neighbor.loadFromSolution(solution); solutionLoaded = true; if(solutions == 0){ freshRestart = true; }else{ doRestart(solver); } } @Override public void setTopDecisionPosition(int position) { move.setTopDecisionPosition(position); } @Override public AbstractStrategy getStrategy() { return move.getStrategy(); } @Override public void setStrategy(AbstractStrategy aStrategy) { move.setStrategy(aStrategy); } @Override public void removeStrategy() { move.removeStrategy(); } /** * Extend the neighbor when conditions are met and do the restart * * @param solver SearchLoop */ private void doRestart(Solver solver) { if (!freshRestart) { neighbor.restrictLess(); } freshRestart = true; counter.overrideLimit(counter.currentValue() + frequency); solver.restart(); } @Override public List getChildMoves() { return Collections.singletonList(move); } @Override public void setChildMoves(List someMoves) { if(someMoves.size() == 1) { this.move = someMoves.get(0); }else{ throw new UnsupportedOperationException("Only one child move can be attached to it."); } } class PropLNS extends Propagator{ PropLNS(IntVar var) { super(var); this.vars = new IntVar[0]; } @Override public int getPropagationConditions(int vIdx) { return IntEventType.VOID.getMask(); } @Override public void propagate(int evtmask) throws ContradictionException { if(canApplyNeighborhood) { canApplyNeighborhood = false; neighbor.fixSomeVariables(); } } @Override public ESat isEntailed() { return ESat.TRUE; } @Override public void explain(int p, ExplanationForSignedClause explanation) { IntVar pivot = explanation.readVar(p); IntIterableRangeSet dom = explanation.complement(pivot); IntIterableSetUtils.unionOf(dom, explanation.readDom(p)); pivot.intersectLit(dom, explanation); } } }




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