org.jgrapht.alg.MinSourceSinkCut Maven / Gradle / Ivy

/* ==========================================
 * JGraphT : a free Java graph-theory library
 * ==========================================
 *
 * Project Info:  http://jgrapht.sourceforge.net/
 * Project Creator:  Barak Naveh (http://sourceforge.net/users/barak_naveh)
 *
 * (C) Copyright 2003-2012, by Barak Naveh and Contributors.
 *
 * This program and the accompanying materials are dual-licensed under
 * either
 *
 * (a) the terms of the GNU Lesser General Public License version 2.1
 * as published by the Free Software Foundation, or (at your option) any
 * later version.
 *
 * or (per the licensee's choosing)
 *
 * (b) the terms of the Eclipse Public License v1.0 as published by
 * the Eclipse Foundation.
 */
/* -------------------------
 * MinSourceSinkCut.java
 * -------------------------
 * (C) Copyright 2012-2012, by Joris Kinable and Contributors.
 *
 * Original Author:  Joris Kinable
 * Contributor(s):
 *
 * Changes
 * -------
 * 26-Nov-2012 : Initial revision (JK);
 *
 */
package org.jgrapht.alg;

import java.util.*;

import org.jgrapht.*;


/**
 * Given a directed, weighted graph G(V,E). This class computes a minimum s-t
 * cut. For this, it relies on the EdmondsKarpMaximumFlow implementation. Note:
 * it is not recommended to use this class to calculate the overall minimum cut
 * in a graph by iteratively invoking this class for all source-sink pairs. This
 * is computationally expensive. Instead, use the StoerWagnerMinimumCut
 * implementation.
 *
 * @author Joris Kinable
 */
public class MinSourceSinkCut
{
    

    EdmondsKarpMaximumFlow ekMaxFlow;
    Set minCut = null;
    DirectedGraph graph;
    double cutWeight;
    V source = null;
    V sink = null;
    double epsilon = EdmondsKarpMaximumFlow.DEFAULT_EPSILON;

    

    public MinSourceSinkCut(DirectedGraph graph)
    {
        this.ekMaxFlow = new EdmondsKarpMaximumFlow(graph);
        this.graph = graph;
    }

    public MinSourceSinkCut(DirectedGraph graph, double epsilon)
    {
        this.ekMaxFlow = new EdmondsKarpMaximumFlow(graph);
        this.graph = graph;
        this.epsilon = epsilon;
    }

    

    /**
     * Compute a minimum s-t cut
     *
     * @param source
     * @param sink
     */
    public void computeMinCut(V source, V sink)
    {
        this.source = source;
        this.sink = sink;
        minCut = new HashSet();

        //First compute a maxFlow from source to sink
        ekMaxFlow.calculateMaximumFlow(source, sink);
        this.cutWeight = ekMaxFlow.getMaximumFlowValue();
        Map maxFlow = ekMaxFlow.getMaximumFlow();

        Queue processQueue = new LinkedList();
        processQueue.add(source);

        while (!processQueue.isEmpty()) {
            V vertex = processQueue.remove();
            if (minCut.contains(vertex)) {
                continue;
            } else {
                minCut.add(vertex);
            }

            //1. Get the forward edges with residual capacity
            Set outEdges = new HashSet(graph.outgoingEdgesOf(vertex));
            for (Iterator it = outEdges.iterator(); it.hasNext();) {
                E edge = it.next();
                double edgeCapacity = graph.getEdgeWeight(edge);
                double flowValue = maxFlow.get(edge);
                if (Math.abs(edgeCapacity - flowValue) <= epsilon) { //No residual capacity on the edge
                    it.remove();
                }
            }
            for (E edge : outEdges) {
                processQueue.add(Graphs.getOppositeVertex(graph, edge, vertex));
            }

            //2. Get the backward edges with non-zero flow
            Set inEdges = new HashSet(graph.incomingEdgesOf(vertex));
            for (Iterator it = inEdges.iterator(); it.hasNext();) {
                E edge = it.next();

                //double edgeCapacity=graph.getEdgeWeight(edge);
                double flowValue = maxFlow.get(edge);
                if (flowValue <= epsilon) { //There is no flow on this edge
                    it.remove();
                }
            }
            for (E edge : inEdges) {
                processQueue.add(Graphs.getOppositeVertex(graph, edge, vertex));
            }
        }
    }

    /**
     * @return Returns the min cut partition containing the source, or null if
     * there was no call to computeMinCut(V source, V sink)
     */
    public Set getSourcePartition()
    {
        return Collections.unmodifiableSet(minCut);
    }

    /**
     * Returns the min cut partition containing the sink
     *
     * @return returns the min cut partition containing the sink
     */
    public Set getSinkPartition()
    {
        if (minCut == null) {
            return null;
        }
        Set set = new HashSet(graph.vertexSet());
        set.removeAll(minCut);
        return Collections.unmodifiableSet(set);
    }

    /**
     * Get the cut weight. This is equal to the max s-t flow
     *
     * @return cut weight
     */
    public double getCutWeight()
    {
        return cutWeight;
    }

    /**
     * Let S be the set containing the source, and T be the set containing the
     * sink, i.e. T=V\S. This method returns the edges which have their tail in
     * S, and their head in T
     *
     * @return all edges which have their tail in S, and their head in T. If
     * computeMinCut(V source, V sink) has not been invoked, this method returns
     * null.
     */
    public Set getCutEdges()
    {
        if (minCut == null) {
            return null;
        }
        Set cutEdges = new HashSet();
        for (V vertex : minCut) {
            for (E edge : graph.outgoingEdgesOf(vertex)) {
                if (!minCut.contains(
                        Graphs.getOppositeVertex(graph, edge, vertex)))
                {
                    cutEdges.add(edge);
                }
            }
        }
        return Collections.unmodifiableSet(cutEdges);
    }

    /**
     * Returns the source of the last call
     *
     * @return source of last minCut call, null if there was no call
     */
    public V getCurrentSource()
    {
        return source;
    }

    /**
     * Returns the sink of the last call
     *
     * @return sink of last minCut call, null if there was no call
     */
    public V getCurrentSink()
    {
        return sink;
    }
}

// End MinSourceSinkCut.java