Location: LEMON/LEMON-main/test/max_matching_test.cc - annotation
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Rename Residual to ResidualDigraph (#67)
The new name is more analogous to other adaptor names.
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*
* This file is a part of LEMON, a generic C++ optimization library.
*
* Copyright (C) 2003-2009
* Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
* (Egervary Research Group on Combinatorial Optimization, EGRES).
*
* Permission to use, modify and distribute this software is granted
* provided that this copyright notice appears in all copies. For
* precise terms see the accompanying LICENSE file.
*
* This software is provided "AS IS" with no warranty of any kind,
* express or implied, and with no claim as to its suitability for any
* purpose.
*
*/
#include <iostream>
#include <sstream>
#include <vector>
#include <queue>
#include <lemon/math.h>
#include <cstdlib>
#include <lemon/max_matching.h>
#include <lemon/smart_graph.h>
#include <lemon/lgf_reader.h>
#include "test_tools.h"
using namespace std;
using namespace lemon;
GRAPH_TYPEDEFS(SmartGraph);
const int lgfn = 3;
const std::string lgf[lgfn] = {
"@nodes\n"
"label\n"
"0\n"
"1\n"
"2\n"
"3\n"
"4\n"
"5\n"
"6\n"
"7\n"
"@edges\n"
" label weight\n"
"7 4 0 984\n"
"0 7 1 73\n"
"7 1 2 204\n"
"2 3 3 583\n"
"2 7 4 565\n"
"2 1 5 582\n"
"0 4 6 551\n"
"2 5 7 385\n"
"1 5 8 561\n"
"5 3 9 484\n"
"7 5 10 904\n"
"3 6 11 47\n"
"7 6 12 888\n"
"3 0 13 747\n"
"6 1 14 310\n",
"@nodes\n"
"label\n"
"0\n"
"1\n"
"2\n"
"3\n"
"4\n"
"5\n"
"6\n"
"7\n"
"@edges\n"
" label weight\n"
"2 5 0 710\n"
"0 5 1 241\n"
"2 4 2 856\n"
"2 6 3 762\n"
"4 1 4 747\n"
"6 1 5 962\n"
"4 7 6 723\n"
"1 7 7 661\n"
"2 3 8 376\n"
"1 0 9 416\n"
"6 7 10 391\n",
"@nodes\n"
"label\n"
"0\n"
"1\n"
"2\n"
"3\n"
"4\n"
"5\n"
"6\n"
"7\n"
"@edges\n"
" label weight\n"
"6 2 0 553\n"
"0 7 1 653\n"
"6 3 2 22\n"
"4 7 3 846\n"
"7 2 4 981\n"
"7 6 5 250\n"
"5 2 6 539\n",
};
void checkMatching(const SmartGraph& graph,
const MaxMatching<SmartGraph>& mm) {
int num = 0;
IntNodeMap comp_index(graph);
UnionFind<IntNodeMap> comp(comp_index);
int barrier_num = 0;
for (NodeIt n(graph); n != INVALID; ++n) {
check(mm.decomposition(n) == MaxMatching<SmartGraph>::EVEN ||
mm.matching(n) != INVALID, "Wrong Gallai-Edmonds decomposition");
if (mm.decomposition(n) == MaxMatching<SmartGraph>::ODD) {
++barrier_num;
} else {
comp.insert(n);
}
}
for (EdgeIt e(graph); e != INVALID; ++e) {
if (mm.matching(e)) {
check(e == mm.matching(graph.u(e)), "Wrong matching");
check(e == mm.matching(graph.v(e)), "Wrong matching");
++num;
}
check(mm.decomposition(graph.u(e)) != MaxMatching<SmartGraph>::EVEN ||
mm.decomposition(graph.v(e)) != MaxMatching<SmartGraph>::MATCHED,
"Wrong Gallai-Edmonds decomposition");
check(mm.decomposition(graph.v(e)) != MaxMatching<SmartGraph>::EVEN ||
mm.decomposition(graph.u(e)) != MaxMatching<SmartGraph>::MATCHED,
"Wrong Gallai-Edmonds decomposition");
if (mm.decomposition(graph.u(e)) != MaxMatching<SmartGraph>::ODD &&
mm.decomposition(graph.v(e)) != MaxMatching<SmartGraph>::ODD) {
comp.join(graph.u(e), graph.v(e));
}
}
std::set<int> comp_root;
int odd_comp_num = 0;
for (NodeIt n(graph); n != INVALID; ++n) {
if (mm.decomposition(n) != MaxMatching<SmartGraph>::ODD) {
int root = comp.find(n);
if (comp_root.find(root) == comp_root.end()) {
comp_root.insert(root);
if (comp.size(n) % 2 == 1) {
++odd_comp_num;
}
}
}
}
check(mm.matchingSize() == num, "Wrong matching");
check(2 * num == countNodes(graph) - (odd_comp_num - barrier_num),
"Wrong matching");
return;
}
void checkWeightedMatching(const SmartGraph& graph,
const SmartGraph::EdgeMap<int>& weight,
const MaxWeightedMatching<SmartGraph>& mwm) {
for (SmartGraph::EdgeIt e(graph); e != INVALID; ++e) {
if (graph.u(e) == graph.v(e)) continue;
int rw = mwm.nodeValue(graph.u(e)) + mwm.nodeValue(graph.v(e));
for (int i = 0; i < mwm.blossomNum(); ++i) {
bool s = false, t = false;
for (MaxWeightedMatching<SmartGraph>::BlossomIt n(mwm, i);
n != INVALID; ++n) {
if (graph.u(e) == n) s = true;
if (graph.v(e) == n) t = true;
}
if (s == true && t == true) {
rw += mwm.blossomValue(i);
}
}
rw -= weight[e] * mwm.dualScale;
check(rw >= 0, "Negative reduced weight");
check(rw == 0 || !mwm.matching(e),
"Non-zero reduced weight on matching edge");
}
int pv = 0;
for (SmartGraph::NodeIt n(graph); n != INVALID; ++n) {
if (mwm.matching(n) != INVALID) {
check(mwm.nodeValue(n) >= 0, "Invalid node value");
pv += weight[mwm.matching(n)];
SmartGraph::Node o = graph.target(mwm.matching(n));
check(mwm.mate(n) == o, "Invalid matching");
check(mwm.matching(n) == graph.oppositeArc(mwm.matching(o)),
"Invalid matching");
} else {
check(mwm.mate(n) == INVALID, "Invalid matching");
check(mwm.nodeValue(n) == 0, "Invalid matching");
}
}
int dv = 0;
for (SmartGraph::NodeIt n(graph); n != INVALID; ++n) {
dv += mwm.nodeValue(n);
}
for (int i = 0; i < mwm.blossomNum(); ++i) {
check(mwm.blossomValue(i) >= 0, "Invalid blossom value");
check(mwm.blossomSize(i) % 2 == 1, "Even blossom size");
dv += mwm.blossomValue(i) * ((mwm.blossomSize(i) - 1) / 2);
}
check(pv * mwm.dualScale == dv * 2, "Wrong duality");
return;
}
void checkWeightedPerfectMatching(const SmartGraph& graph,
const SmartGraph::EdgeMap<int>& weight,
const MaxWeightedPerfectMatching<SmartGraph>& mwpm) {
for (SmartGraph::EdgeIt e(graph); e != INVALID; ++e) {
if (graph.u(e) == graph.v(e)) continue;
int rw = mwpm.nodeValue(graph.u(e)) + mwpm.nodeValue(graph.v(e));
for (int i = 0; i < mwpm.blossomNum(); ++i) {
bool s = false, t = false;
for (MaxWeightedPerfectMatching<SmartGraph>::BlossomIt n(mwpm, i);
n != INVALID; ++n) {
if (graph.u(e) == n) s = true;
if (graph.v(e) == n) t = true;
}
if (s == true && t == true) {
rw += mwpm.blossomValue(i);
}
}
rw -= weight[e] * mwpm.dualScale;
check(rw >= 0, "Negative reduced weight");
check(rw == 0 || !mwpm.matching(e),
"Non-zero reduced weight on matching edge");
}
int pv = 0;
for (SmartGraph::NodeIt n(graph); n != INVALID; ++n) {
check(mwpm.matching(n) != INVALID, "Non perfect");
pv += weight[mwpm.matching(n)];
SmartGraph::Node o = graph.target(mwpm.matching(n));
check(mwpm.mate(n) == o, "Invalid matching");
check(mwpm.matching(n) == graph.oppositeArc(mwpm.matching(o)),
"Invalid matching");
}
int dv = 0;
for (SmartGraph::NodeIt n(graph); n != INVALID; ++n) {
dv += mwpm.nodeValue(n);
}
for (int i = 0; i < mwpm.blossomNum(); ++i) {
check(mwpm.blossomValue(i) >= 0, "Invalid blossom value");
check(mwpm.blossomSize(i) % 2 == 1, "Even blossom size");
dv += mwpm.blossomValue(i) * ((mwpm.blossomSize(i) - 1) / 2);
}
check(pv * mwpm.dualScale == dv * 2, "Wrong duality");
return;
}
int main() {
for (int i = 0; i < lgfn; ++i) {
SmartGraph graph;
SmartGraph::EdgeMap<int> weight(graph);
istringstream lgfs(lgf[i]);
graphReader(graph, lgfs).
edgeMap("weight", weight).run();
MaxMatching<SmartGraph> mm(graph);
mm.run();
checkMatching(graph, mm);
MaxWeightedMatching<SmartGraph> mwm(graph, weight);
mwm.run();
checkWeightedMatching(graph, weight, mwm);
MaxWeightedPerfectMatching<SmartGraph> mwpm(graph, weight);
bool perfect = mwpm.run();
check(perfect == (mm.matchingSize() * 2 == countNodes(graph)),
"Perfect matching found");
if (perfect) {
checkWeightedPerfectMatching(graph, weight, mwpm);
}
}
return 0;
}
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