test/matching_test.cc
author Peter Kovacs <kpeter@inf.elte.hu>
Thu, 12 Nov 2009 23:26:13 +0100
changeset 806 fa6f37d7a25b
parent 593 7ac52d6a268e
child 870 61120524af27
child 1007 7e368d9b67f7
permissions -rw-r--r--
Entirely rework CapacityScaling (#180)

- Use the new interface similarly to NetworkSimplex.
- Rework the implementation using an efficient internal structure
for handling the residual network. This improvement made the
code much faster (up to 2-5 times faster on large graphs).
- Handle GEQ supply type (LEQ is not supported).
- Handle negative costs for arcs of finite capacity.
(Note that this algorithm cannot handle arcs of negative cost
and infinite upper bound, thus it returns UNBOUNDED if such
an arc exists.)
- Extend the documentation.
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/* -*- mode: C++; indent-tabs-mode: nil; -*-
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 *
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 * This file is a part of LEMON, a generic C++ optimization library.
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 *
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 * Copyright (C) 2003-2009
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 * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
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 * (Egervary Research Group on Combinatorial Optimization, EGRES).
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 *
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 * Permission to use, modify and distribute this software is granted
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 * provided that this copyright notice appears in all copies. For
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 * precise terms see the accompanying LICENSE file.
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 *
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 * This software is provided "AS IS" with no warranty of any kind,
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 * express or implied, and with no claim as to its suitability for any
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 * purpose.
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 *
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 */
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#include <iostream>
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#include <sstream>
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#include <vector>
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#include <queue>
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#include <cstdlib>
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#include <lemon/matching.h>
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#include <lemon/smart_graph.h>
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#include <lemon/concepts/graph.h>
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#include <lemon/concepts/maps.h>
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#include <lemon/lgf_reader.h>
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#include <lemon/math.h>
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#include "test_tools.h"
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using namespace std;
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using namespace lemon;
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GRAPH_TYPEDEFS(SmartGraph);
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const int lgfn = 3;
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const std::string lgf[lgfn] = {
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  "@nodes\n"
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  "label\n"
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  "0\n"
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  "1\n"
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  "2\n"
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  "3\n"
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  "4\n"
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  "5\n"
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  "6\n"
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  "7\n"
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  "@edges\n"
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  "     label  weight\n"
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  "7 4  0      984\n"
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  "0 7  1      73\n"
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  "7 1  2      204\n"
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  "2 3  3      583\n"
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  "2 7  4      565\n"
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  "2 1  5      582\n"
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  "0 4  6      551\n"
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  "2 5  7      385\n"
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  "1 5  8      561\n"
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  "5 3  9      484\n"
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  "7 5  10     904\n"
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  "3 6  11     47\n"
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  "7 6  12     888\n"
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  "3 0  13     747\n"
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  "6 1  14     310\n",
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  "@nodes\n"
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  "label\n"
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  "0\n"
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  "1\n"
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  "2\n"
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  "3\n"
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  "4\n"
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  "5\n"
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  "6\n"
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  "7\n"
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  "@edges\n"
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  "     label  weight\n"
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  "2 5  0      710\n"
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  "0 5  1      241\n"
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  "2 4  2      856\n"
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  "2 6  3      762\n"
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  "4 1  4      747\n"
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  "6 1  5      962\n"
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  "4 7  6      723\n"
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  "1 7  7      661\n"
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  "2 3  8      376\n"
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  "1 0  9      416\n"
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  "6 7  10     391\n",
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  "@nodes\n"
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  "label\n"
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  "0\n"
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  "1\n"
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  "2\n"
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  "3\n"
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  "4\n"
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  "5\n"
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  "6\n"
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  "7\n"
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  "@edges\n"
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  "     label  weight\n"
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  "6 2  0      553\n"
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  "0 7  1      653\n"
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  "6 3  2      22\n"
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  "4 7  3      846\n"
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  "7 2  4      981\n"
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  "7 6  5      250\n"
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  "5 2  6      539\n",
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};
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void checkMaxMatchingCompile()
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{
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  typedef concepts::Graph Graph;
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  typedef Graph::Node Node;
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  typedef Graph::Edge Edge;
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  typedef Graph::EdgeMap<bool> MatMap;
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  Graph g;
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  Node n;
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  Edge e;
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  MatMap mat(g);
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  MaxMatching<Graph> mat_test(g);
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  const MaxMatching<Graph>&
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    const_mat_test = mat_test;
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  mat_test.init();
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  mat_test.greedyInit();
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  mat_test.matchingInit(mat);
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  mat_test.startSparse();
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  mat_test.startDense();
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  mat_test.run();
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  const_mat_test.matchingSize();
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  const_mat_test.matching(e);
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  const_mat_test.matching(n);
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  const MaxMatching<Graph>::MatchingMap& mmap =
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    const_mat_test.matchingMap();
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  e = mmap[n];
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  const_mat_test.mate(n);
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  MaxMatching<Graph>::Status stat = 
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    const_mat_test.status(n);
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  const MaxMatching<Graph>::StatusMap& smap =
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    const_mat_test.statusMap();
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  stat = smap[n];
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  const_mat_test.barrier(n);
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}
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void checkMaxWeightedMatchingCompile()
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{
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  typedef concepts::Graph Graph;
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  typedef Graph::Node Node;
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  typedef Graph::Edge Edge;
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  typedef Graph::EdgeMap<int> WeightMap;
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  Graph g;
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  Node n;
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  Edge e;
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  WeightMap w(g);
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  MaxWeightedMatching<Graph> mat_test(g, w);
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  const MaxWeightedMatching<Graph>&
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    const_mat_test = mat_test;
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  mat_test.init();
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  mat_test.start();
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  mat_test.run();
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  const_mat_test.matchingWeight();
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  const_mat_test.matchingSize();
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  const_mat_test.matching(e);
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  const_mat_test.matching(n);
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  const MaxWeightedMatching<Graph>::MatchingMap& mmap =
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    const_mat_test.matchingMap();
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  e = mmap[n];
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  const_mat_test.mate(n);
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  int k = 0;
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  const_mat_test.dualValue();
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  const_mat_test.nodeValue(n);
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  const_mat_test.blossomNum();
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  const_mat_test.blossomSize(k);
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  const_mat_test.blossomValue(k);
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}
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void checkMaxWeightedPerfectMatchingCompile()
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{
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  typedef concepts::Graph Graph;
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  typedef Graph::Node Node;
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  typedef Graph::Edge Edge;
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  typedef Graph::EdgeMap<int> WeightMap;
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  Graph g;
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  Node n;
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  Edge e;
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  WeightMap w(g);
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  MaxWeightedPerfectMatching<Graph> mat_test(g, w);
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  const MaxWeightedPerfectMatching<Graph>&
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    const_mat_test = mat_test;
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  mat_test.init();
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  mat_test.start();
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  mat_test.run();
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  const_mat_test.matchingWeight();
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  const_mat_test.matching(e);
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  const_mat_test.matching(n);
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  const MaxWeightedPerfectMatching<Graph>::MatchingMap& mmap =
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    const_mat_test.matchingMap();
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  e = mmap[n];
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  const_mat_test.mate(n);
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  int k = 0;
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  const_mat_test.dualValue();
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  const_mat_test.nodeValue(n);
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  const_mat_test.blossomNum();
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  const_mat_test.blossomSize(k);
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  const_mat_test.blossomValue(k);
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}
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void checkMatching(const SmartGraph& graph,
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                   const MaxMatching<SmartGraph>& mm) {
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  int num = 0;
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  IntNodeMap comp_index(graph);
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  UnionFind<IntNodeMap> comp(comp_index);
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  int barrier_num = 0;
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  for (NodeIt n(graph); n != INVALID; ++n) {
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    check(mm.status(n) == MaxMatching<SmartGraph>::EVEN ||
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          mm.matching(n) != INVALID, "Wrong Gallai-Edmonds decomposition");
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    if (mm.status(n) == MaxMatching<SmartGraph>::ODD) {
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      ++barrier_num;
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    } else {
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      comp.insert(n);
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    }
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  }
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  for (EdgeIt e(graph); e != INVALID; ++e) {
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    if (mm.matching(e)) {
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      check(e == mm.matching(graph.u(e)), "Wrong matching");
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      check(e == mm.matching(graph.v(e)), "Wrong matching");
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      ++num;
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    }
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    check(mm.status(graph.u(e)) != MaxMatching<SmartGraph>::EVEN ||
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          mm.status(graph.v(e)) != MaxMatching<SmartGraph>::MATCHED,
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          "Wrong Gallai-Edmonds decomposition");
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    check(mm.status(graph.v(e)) != MaxMatching<SmartGraph>::EVEN ||
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          mm.status(graph.u(e)) != MaxMatching<SmartGraph>::MATCHED,
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          "Wrong Gallai-Edmonds decomposition");
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    if (mm.status(graph.u(e)) != MaxMatching<SmartGraph>::ODD &&
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        mm.status(graph.v(e)) != MaxMatching<SmartGraph>::ODD) {
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      comp.join(graph.u(e), graph.v(e));
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    }
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  }
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  std::set<int> comp_root;
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  int odd_comp_num = 0;
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  for (NodeIt n(graph); n != INVALID; ++n) {
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    if (mm.status(n) != MaxMatching<SmartGraph>::ODD) {
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      int root = comp.find(n);
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      if (comp_root.find(root) == comp_root.end()) {
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        comp_root.insert(root);
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        if (comp.size(n) % 2 == 1) {
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          ++odd_comp_num;
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        }
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      }
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    }
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  }
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  check(mm.matchingSize() == num, "Wrong matching");
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  check(2 * num == countNodes(graph) - (odd_comp_num - barrier_num),
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         "Wrong matching");
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  return;
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}
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void checkWeightedMatching(const SmartGraph& graph,
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                   const SmartGraph::EdgeMap<int>& weight,
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                   const MaxWeightedMatching<SmartGraph>& mwm) {
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  for (SmartGraph::EdgeIt e(graph); e != INVALID; ++e) {
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    if (graph.u(e) == graph.v(e)) continue;
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    int rw = mwm.nodeValue(graph.u(e)) + mwm.nodeValue(graph.v(e));
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    for (int i = 0; i < mwm.blossomNum(); ++i) {
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      bool s = false, t = false;
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      for (MaxWeightedMatching<SmartGraph>::BlossomIt n(mwm, i);
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           n != INVALID; ++n) {
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        if (graph.u(e) == n) s = true;
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        if (graph.v(e) == n) t = true;
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      }
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      if (s == true && t == true) {
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        rw += mwm.blossomValue(i);
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      }
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    }
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    rw -= weight[e] * mwm.dualScale;
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    check(rw >= 0, "Negative reduced weight");
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    check(rw == 0 || !mwm.matching(e),
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          "Non-zero reduced weight on matching edge");
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  }
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  int pv = 0;
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  for (SmartGraph::NodeIt n(graph); n != INVALID; ++n) {
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    if (mwm.matching(n) != INVALID) {
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      check(mwm.nodeValue(n) >= 0, "Invalid node value");
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      pv += weight[mwm.matching(n)];
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      SmartGraph::Node o = graph.target(mwm.matching(n));
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      check(mwm.mate(n) == o, "Invalid matching");
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      check(mwm.matching(n) == graph.oppositeArc(mwm.matching(o)),
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            "Invalid matching");
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    } else {
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      check(mwm.mate(n) == INVALID, "Invalid matching");
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      check(mwm.nodeValue(n) == 0, "Invalid matching");
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    }
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  }
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  int dv = 0;
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  for (SmartGraph::NodeIt n(graph); n != INVALID; ++n) {
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    dv += mwm.nodeValue(n);
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  }
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  for (int i = 0; i < mwm.blossomNum(); ++i) {
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    check(mwm.blossomValue(i) >= 0, "Invalid blossom value");
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    check(mwm.blossomSize(i) % 2 == 1, "Even blossom size");
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    dv += mwm.blossomValue(i) * ((mwm.blossomSize(i) - 1) / 2);
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  }
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  check(pv * mwm.dualScale == dv * 2, "Wrong duality");
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  return;
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}
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void checkWeightedPerfectMatching(const SmartGraph& graph,
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                          const SmartGraph::EdgeMap<int>& weight,
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                          const MaxWeightedPerfectMatching<SmartGraph>& mwpm) {
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  for (SmartGraph::EdgeIt e(graph); e != INVALID; ++e) {
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    if (graph.u(e) == graph.v(e)) continue;
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    int rw = mwpm.nodeValue(graph.u(e)) + mwpm.nodeValue(graph.v(e));
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    for (int i = 0; i < mwpm.blossomNum(); ++i) {
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      bool s = false, t = false;
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      for (MaxWeightedPerfectMatching<SmartGraph>::BlossomIt n(mwpm, i);
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           n != INVALID; ++n) {
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        if (graph.u(e) == n) s = true;
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        if (graph.v(e) == n) t = true;
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      }
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      if (s == true && t == true) {
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        rw += mwpm.blossomValue(i);
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      }
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    }
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    rw -= weight[e] * mwpm.dualScale;
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    check(rw >= 0, "Negative reduced weight");
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    check(rw == 0 || !mwpm.matching(e),
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          "Non-zero reduced weight on matching edge");
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  }
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  int pv = 0;
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  for (SmartGraph::NodeIt n(graph); n != INVALID; ++n) {
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    check(mwpm.matching(n) != INVALID, "Non perfect");
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    pv += weight[mwpm.matching(n)];
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    SmartGraph::Node o = graph.target(mwpm.matching(n));
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    check(mwpm.mate(n) == o, "Invalid matching");
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    check(mwpm.matching(n) == graph.oppositeArc(mwpm.matching(o)),
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          "Invalid matching");
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  }
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  int dv = 0;
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  for (SmartGraph::NodeIt n(graph); n != INVALID; ++n) {
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    dv += mwpm.nodeValue(n);
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  }
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   382
  for (int i = 0; i < mwpm.blossomNum(); ++i) {
deba@327
   383
    check(mwpm.blossomValue(i) >= 0, "Invalid blossom value");
deba@327
   384
    check(mwpm.blossomSize(i) % 2 == 1, "Even blossom size");
deba@327
   385
    dv += mwpm.blossomValue(i) * ((mwpm.blossomSize(i) - 1) / 2);
deba@327
   386
  }
deba@327
   387
deba@327
   388
  check(pv * mwpm.dualScale == dv * 2, "Wrong duality");
deba@327
   389
deba@327
   390
  return;
deba@327
   391
}
deba@327
   392
deba@327
   393
deba@326
   394
int main() {
deba@326
   395
deba@327
   396
  for (int i = 0; i < lgfn; ++i) {
deba@327
   397
    SmartGraph graph;
deba@327
   398
    SmartGraph::EdgeMap<int> weight(graph);
deba@326
   399
deba@327
   400
    istringstream lgfs(lgf[i]);
deba@327
   401
    graphReader(graph, lgfs).
deba@327
   402
      edgeMap("weight", weight).run();
deba@326
   403
deba@327
   404
    MaxMatching<SmartGraph> mm(graph);
deba@327
   405
    mm.run();
deba@327
   406
    checkMatching(graph, mm);
deba@326
   407
deba@327
   408
    MaxWeightedMatching<SmartGraph> mwm(graph, weight);
deba@327
   409
    mwm.run();
deba@327
   410
    checkWeightedMatching(graph, weight, mwm);
deba@326
   411
deba@327
   412
    MaxWeightedPerfectMatching<SmartGraph> mwpm(graph, weight);
deba@327
   413
    bool perfect = mwpm.run();
deba@326
   414
deba@327
   415
    check(perfect == (mm.matchingSize() * 2 == countNodes(graph)),
deba@327
   416
          "Perfect matching found");
deba@326
   417
deba@327
   418
    if (perfect) {
deba@327
   419
      checkWeightedPerfectMatching(graph, weight, mwpm);
deba@326
   420
    }
deba@326
   421
  }
deba@326
   422
deba@326
   423
  return 0;
deba@326
   424
}