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org.logicng.graphs.algorithms.BronKerbosch Maven / Gradle / Ivy
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// The Next Generation Logic Library //
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// Copyright 2015-20xx Christoph Zengler //
// //
// 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 //
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// http://www.apache.org/licenses/LICENSE-2.0 //
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// 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 //
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package org.logicng.graphs.algorithms;
import org.logicng.graphs.datastructures.Graph;
import org.logicng.graphs.datastructures.Node;
import java.util.ArrayList;
import java.util.Comparator;
import java.util.LinkedHashSet;
import java.util.List;
import java.util.Set;
import java.util.SortedSet;
import java.util.TreeSet;
/**
* This class implements the Bron-Kerbosch-Algorithm, used to compute all maximal Cliques of a Graph. Requires that the
* ids of the nodes are comparable.
* @param the node type of the graph
* @version 2.0.0
* @since 1.2
*/
public final class BronKerbosch> {
private final Graph g;
private final Comparator> nodeComparator;
private final Set>> cliques;
/**
* Constructor.
* @param g the graph whose maximal cliques are to be computed
*/
public BronKerbosch(final Graph g) {
this.g = g;
this.nodeComparator = Comparator.comparing(Node::content);
this.cliques = new LinkedHashSet<>();
}
/**
* Computes the maximal cliques and returns them as a Set of SortedSets of Nodes.
* @return the maximal cliques.
*/
public Set>> compute() {
this.cliques.clear();
final SortedSet> p = new TreeSet<>(this.nodeComparator);
p.addAll(this.g.nodes());
bk(new TreeSet<>(this.nodeComparator), p, new TreeSet<>(this.nodeComparator));
return this.cliques;
}
private void bk(final SortedSet> r, final SortedSet> p, final SortedSet> x) {
if (p.isEmpty() && x.isEmpty()) {
this.cliques.add(r);
return;
}
final SortedSet> pvx = new TreeSet<>(new NodeNeighbourComparator());
pvx.addAll(p);
pvx.addAll(x);
final Node u = pvx.last();
final SortedSet> pwnu = new TreeSet<>(this.nodeComparator);
pwnu.addAll(p);
pwnu.removeAll(u.neighbours());
for (final Node v : pwnu) {
final SortedSet> nr = new TreeSet<>(this.nodeComparator);
nr.addAll(r);
nr.add(v);
final SortedSet> np = new TreeSet<>(this.nodeComparator);
final SortedSet> nx = new TreeSet<>(this.nodeComparator);
for (final Node neigh : v.neighbours()) {
if (p.contains(neigh)) {
np.add(neigh);
}
if (x.contains(neigh)) {
nx.add(neigh);
}
}
bk(nr, np, nx);
p.remove(v);
x.add(v);
}
}
/**
* Returns the maximal cliques computed with the last call to compute() as a List of Lists of T.
* @return the maximal cliques
*/
public List> getCliquesAsTLists() {
final List> result = new ArrayList<>();
for (final Set> clique : this.cliques) {
final List curList = new ArrayList<>();
for (final Node node : clique) {
curList.add(node.content());
}
result.add(curList);
}
return result;
}
/**
* A comparator between nodes, that compares them by number of neighbours.
* @version 1.2
* @since 1.2
*/
private class NodeNeighbourComparator implements Comparator> {
@Override
public int compare(final Node n1, final Node n2) {
if (n1.neighbours().size() > n2.neighbours().size()) {
return 1;
} else if (n1.neighbours().size() < n2.neighbours().size()) {
return -1;
} else {
return BronKerbosch.this.nodeComparator.compare(n1, n2);
}
}
}
}
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