167 lines
7.4 KiB
HTML
167 lines
7.4 KiB
HTML
<!DOCTYPE html>
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Copyright Daniel Trebbien 2010.
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Distributed under the Boost Software License, Version 1.0.
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(See accompanying file LICENSE_1_0.txt or the copy at
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http://www.boost.org/LICENSE_1_0.txt)
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<html>
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<head>
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<title>Boost Graph Library: Stoer–Wagner Min-Cut</title>
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</head>
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<body>
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<img src="../../../boost.png" alt="C++ Boost">
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<h1><a name="sec:stoer_wagner"><tt>stoer_wagner_min_cut</tt></a></h1>
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<table border="0" cellspacing="0" style="float: right">
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<caption align="bottom">A min-cut of a weighted graph<br>having min-cut weight 4</caption>
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<tr><td style="border: #666 1px solid"><img src="stoer_wagner_imgs/stoer_wagner-example-min-cut.gif" width="376"></td></tr>
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</table>
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<pre>
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template <class UndirectedGraph, class WeightMap, class P, class T, class R>
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weight_type
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stoer_wagner_min_cut(const UndirectedGraph& g, WeightMap weights,
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const bgl_named_params<P, T, R>& params = <i>all defaults</i>);
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</pre>
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<p>The <tt>stoer_wagner_min_cut</tt> function determines a min-cut and the min-cut weight of a connected, undirected graph.
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<p>A <em>cut</em> of a graph <i>G</i> is a partition of the vertices into two, non-empty sets. The <em>weight</em> of such a partition is the number of edges between the two sets if <i>G</i> is unweighted, or the sum of the weights of all edges between the two sets if <i>G</i> is weighted. A <em>min-cut</em> is a cut having the least weight.
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<p>Sometimes a graph has multiple min-cuts, but all have the same weight. The <tt>stoer_wagner_min_cut</tt> function determines exactly one of the min-cuts as well as its weight.
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<h3>Where Defined</h3>
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<p><a href="../../../boost/graph/stoer_wagner_min_cut.hpp"><tt>boost/graph/stoer_wagner_min_cut.hpp</tt></a>
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<h3>Parameters</h3>
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<p>IN: <tt>const UndirectedGraph& g</tt>
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<blockquote>
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A connected, undirected graph. The graph type must be a model of
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<a href="./VertexListGraph.html">Vertex List Graph</a>
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and <a href="./IncidenceGraph.html">Incidence Graph</a>.
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</blockquote>
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<p>IN: <tt>WeightMap weights</tt>
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<blockquote>
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The weight or length of each edge in the graph. The <tt>WeightMap</tt> type must be a model
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of <a href="../../property_map/doc/ReadablePropertyMap.html">Readable
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Property Map</a> and its value type must be <a class="external" href="http://www.boost.org/sgi/stl/LessThanComparable.html">Less Than
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Comparable</a> and summable. The key type of this map needs to be the graph's
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edge descriptor type.
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</blockquote>
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<h3>Named Parameters</h3>
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<p>OUT: <tt>parity_map(ParityMap parities)</tt>
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<blockquote>
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The algorithm computes a min-cut, which divides the set of vertices into two,
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non-empty sets. The <tt>stoer_wagner_min_cut</tt> function records which of
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the two sets that each vertex belongs to by setting the parity to <tt>true</tt>
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(representing one set) or <tt>false</tt> (for the other). <tt>ParityMap</tt>
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must be a model of a <a href="../../property_map/doc/WritablePropertyMap.html">Writable
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Property Map</a> and its value type should be a bool type. The
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key type must be the graph's vertex descriptor type.<br>
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<b>Default:</b> <tt>boost::dummy_property_map</tt>
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</blockquote>
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<h4>Expert Parameters</h4>
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<p>IN: <tt>vertex_index_map(VertexIndexMap vertexIndices)</tt>
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<blockquote>
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This maps each vertex to an integer in the range [0, <tt>num_vertices(g)</tt>). This
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is only necessary if the default is used for the assignment, index-in-heap, or distance maps.
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<tt>VertexIndexMap</tt> must be a model of <a
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href="../../property_map/doc/ReadablePropertyMap.html">Readable Property
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Map</a>. The value type of the map must be an integer type. The
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key type must be the graph's vertex descriptor type.<br>
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<b>Default:</b> <tt>get(boost::vertex_index, g)</tt>
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</blockquote>
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<p>UTIL: <tt>assignment_map(AssignmentMap assignments)</tt>
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<blockquote>
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<tt>AssignmentMap</tt> must be a model of <a
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href="../../property_map/doc/ReadWritePropertyMap.html">Read/Write Property
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Map</a>. The key and value types must be the graph's vertex descriptor type.<br>
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<b>Default:</b> A <tt>boost::iterator_property_map</tt> using a <tt>std::vector</tt>
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of <tt>num_vertices(g)</tt> vertex descriptors and <tt>vertexIndices</tt> for
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the index map.
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</blockquote>
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<p>UTIL: <tt>max_priority_queue(MaxPriorityQueue& pq)</tt>
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<blockquote>
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<tt>MaxPriorityQueue</tt> must be a model of <a href="./KeyedUpdatableQueue.html">Keyed Updatable Queue</a>
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and a max-<a href="./UpdatableQueue.html#concept%3AUpdatablePriorityQueue">Updatable Priority Queue</a>.
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The value type must be the graph's vertex descriptor and the key type must be
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the weight type.
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<b>Default:</b> A <tt>boost::d_ary_heap_indirect</tt> using a default index-in-heap
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and distance map.
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</blockquote>
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<p>UTIL: <tt>index_in_heap_map(IndexInHeapMap indicesInHeap)</tt>
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<blockquote>
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This parameter only has an effect when the default max-priority queue is used.<br>
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<tt>IndexInHeapMap</tt> must be a model of <a
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href="../../property_map/doc/ReadWritePropertyMap.html">Read/Write Property
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Map</a>. The key type must be the graph's vertex descriptor type. The value type
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must be a size type (<tt>typename std::vector<vertex_descriptor>::size_type</tt>).<br>
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<b>Default:</b> A <tt>boost::iterator_property_map</tt> using a <tt>std::vector</tt>
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of <tt>num_vertices(g)</tt> size type objects and <tt>vertexIndices</tt> for
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the index map.
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</blockquote>
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<p>UTIL: <tt>distance_map(DistanceMap wAs)</tt>
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<blockquote>
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This parameter only has an effect when the default max-priority queue is used.<br>
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<tt>DistanceMap</tt> must be a model of <a
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href="../../property_map/doc/ReadWritePropertyMap.html">Read/Write Property
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Map</a>. The key type must be the graph's vertex descriptor type. The value type
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must be the weight type (<tt>typename boost::property_traits<WeightMap>::value_type</tt>).<br>
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<b>Default:</b> A <tt>boost::iterator_property_map</tt> using a <tt>std::vector</tt>
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of <tt>num_vertices(g)</tt> weight type objects and <tt>vertexIndices</tt> for
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the index map.
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</blockquote>
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<h3>Returns</h3>
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<p>The weight of the min-cut
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<h3>Throws</h3>
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<p><tt>bad_graph</tt>
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<blockquote>
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If <tt>num_vertices(g)</tt> is less than 2
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</blockquote>
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<p><tt>std::invalid_argument</tt>
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<blockquote>
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If a max-priority queue is given as an argument and it is not empty
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</blockquote>
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<h3>Complexity</h3>
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<p>The time complexity is <i>O</i>(<i>V</i>·<i>E</i> + <i>V</i><sup>2</sup> log <i>V</i>).
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<h3>Example</h3>
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<p>The file <a href="../example/stoer_wagner.cpp"><tt>examples/stoer_wagner.cpp</tt></a> contains an example of calculating a min-cut of a weighted, undirected graph and its min-cut weight.
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<h3>References</h3>
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<ul>
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<li>Mehlhorn, Kurt and Christian Uhrig (1995). <q><a href="http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.31.614&rep=rep1&type=pdf">The minimum cut algorithm of Stoer and Wagner</a></q>.
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<li>Stoer, Mechthild and Frank Wagner (1997). <q><a href="http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.114.6687&rep=rep1&type=pdf">A simple min-cut algorithm</a></q>. <i>Journal of the ACM</i> <b>44</b> (4), 585–591.
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<li>Zwick, Uri (2008). <q><a href="http://www.cs.tau.ac.il/~zwick/grad-algo-08/gmc.pdf">Global minimum cuts</a></q>.
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</ul>
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<br>
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<hr>
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<table>
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<tr>
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<td>Copyright © 2010</td>
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<td>Daniel Trebbien (<a href="mailto:dtrebbien@gmail.com">dtrebbien@gmail.com</a>)
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</td>
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</tr>
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</table>
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</body>
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</html>
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