test/min_cost_flow_test.cc
author Akos Ladanyi <ladanyi@tmit.bme.hu>
Thu, 23 Apr 2009 07:29:50 +0100
changeset 667 c3ce597c11ae
parent 654 9ad8d2122b50
child 662 e3d9bff447ed
permissions -rw-r--r--
FindCPLEX for CMake (#256)
kpeter@648
     1
/* -*- mode: C++; indent-tabs-mode: nil; -*-
kpeter@648
     2
 *
kpeter@648
     3
 * This file is a part of LEMON, a generic C++ optimization library.
kpeter@648
     4
 *
kpeter@648
     5
 * Copyright (C) 2003-2009
kpeter@648
     6
 * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
kpeter@648
     7
 * (Egervary Research Group on Combinatorial Optimization, EGRES).
kpeter@648
     8
 *
kpeter@648
     9
 * Permission to use, modify and distribute this software is granted
kpeter@648
    10
 * provided that this copyright notice appears in all copies. For
kpeter@648
    11
 * precise terms see the accompanying LICENSE file.
kpeter@648
    12
 *
kpeter@648
    13
 * This software is provided "AS IS" with no warranty of any kind,
kpeter@648
    14
 * express or implied, and with no claim as to its suitability for any
kpeter@648
    15
 * purpose.
kpeter@648
    16
 *
kpeter@648
    17
 */
kpeter@648
    18
kpeter@648
    19
#include <iostream>
kpeter@648
    20
#include <fstream>
kpeter@648
    21
kpeter@648
    22
#include <lemon/list_graph.h>
kpeter@648
    23
#include <lemon/lgf_reader.h>
kpeter@648
    24
kpeter@648
    25
#include <lemon/network_simplex.h>
kpeter@648
    26
kpeter@648
    27
#include <lemon/concepts/digraph.h>
kpeter@648
    28
#include <lemon/concept_check.h>
kpeter@648
    29
kpeter@648
    30
#include "test_tools.h"
kpeter@648
    31
kpeter@648
    32
using namespace lemon;
kpeter@648
    33
kpeter@648
    34
char test_lgf[] =
kpeter@648
    35
  "@nodes\n"
kpeter@656
    36
  "label  sup1 sup2 sup3 sup4 sup5\n"
kpeter@656
    37
  "    1    20   27    0   20   30\n"
kpeter@656
    38
  "    2    -4    0    0   -8   -3\n"
kpeter@656
    39
  "    3     0    0    0    0    0\n"
kpeter@656
    40
  "    4     0    0    0    0    0\n"
kpeter@656
    41
  "    5     9    0    0    6   11\n"
kpeter@656
    42
  "    6    -6    0    0   -5   -6\n"
kpeter@656
    43
  "    7     0    0    0    0    0\n"
kpeter@656
    44
  "    8     0    0    0    0    3\n"
kpeter@656
    45
  "    9     3    0    0    0    0\n"
kpeter@656
    46
  "   10    -2    0    0   -7   -2\n"
kpeter@656
    47
  "   11     0    0    0  -10    0\n"
kpeter@656
    48
  "   12   -20  -27    0  -30  -20\n"
kpeter@648
    49
  "\n"
kpeter@648
    50
  "@arcs\n"
kpeter@648
    51
  "       cost  cap low1 low2\n"
kpeter@648
    52
  " 1  2    70   11    0    8\n"
kpeter@648
    53
  " 1  3   150    3    0    1\n"
kpeter@648
    54
  " 1  4    80   15    0    2\n"
kpeter@648
    55
  " 2  8    80   12    0    0\n"
kpeter@648
    56
  " 3  5   140    5    0    3\n"
kpeter@648
    57
  " 4  6    60   10    0    1\n"
kpeter@648
    58
  " 4  7    80    2    0    0\n"
kpeter@648
    59
  " 4  8   110    3    0    0\n"
kpeter@648
    60
  " 5  7    60   14    0    0\n"
kpeter@648
    61
  " 5 11   120   12    0    0\n"
kpeter@648
    62
  " 6  3     0    3    0    0\n"
kpeter@648
    63
  " 6  9   140    4    0    0\n"
kpeter@648
    64
  " 6 10    90    8    0    0\n"
kpeter@648
    65
  " 7  1    30    5    0    0\n"
kpeter@648
    66
  " 8 12    60   16    0    4\n"
kpeter@648
    67
  " 9 12    50    6    0    0\n"
kpeter@648
    68
  "10 12    70   13    0    5\n"
kpeter@648
    69
  "10  2   100    7    0    0\n"
kpeter@648
    70
  "10  7    60   10    0    0\n"
kpeter@648
    71
  "11 10    20   14    0    6\n"
kpeter@648
    72
  "12 11    30   10    0    0\n"
kpeter@648
    73
  "\n"
kpeter@648
    74
  "@attributes\n"
kpeter@648
    75
  "source 1\n"
kpeter@648
    76
  "target 12\n";
kpeter@648
    77
kpeter@648
    78
kpeter@656
    79
enum ProblemType {
kpeter@656
    80
  EQ,
kpeter@656
    81
  GEQ,
kpeter@656
    82
  LEQ
kpeter@656
    83
};
kpeter@656
    84
kpeter@648
    85
// Check the interface of an MCF algorithm
kpeter@654
    86
template <typename GR, typename Flow, typename Cost>
kpeter@648
    87
class McfClassConcept
kpeter@648
    88
{
kpeter@648
    89
public:
kpeter@648
    90
kpeter@648
    91
  template <typename MCF>
kpeter@648
    92
  struct Constraints {
kpeter@648
    93
    void constraints() {
kpeter@648
    94
      checkConcept<concepts::Digraph, GR>();
kpeter@648
    95
kpeter@652
    96
      MCF mcf(g);
kpeter@648
    97
kpeter@653
    98
      b = mcf.reset()
kpeter@653
    99
             .lowerMap(lower)
kpeter@652
   100
             .upperMap(upper)
kpeter@652
   101
             .capacityMap(upper)
kpeter@652
   102
             .boundMaps(lower, upper)
kpeter@652
   103
             .costMap(cost)
kpeter@652
   104
             .supplyMap(sup)
kpeter@652
   105
             .stSupply(n, n, k)
kpeter@656
   106
             .flowMap(flow)
kpeter@656
   107
             .potentialMap(pot)
kpeter@652
   108
             .run();
kpeter@656
   109
      
kpeter@656
   110
      const MCF& const_mcf = mcf;
kpeter@648
   111
kpeter@656
   112
      const typename MCF::FlowMap &fm = const_mcf.flowMap();
kpeter@656
   113
      const typename MCF::PotentialMap &pm = const_mcf.potentialMap();
kpeter@652
   114
kpeter@656
   115
      v = const_mcf.totalCost();
kpeter@656
   116
      double x = const_mcf.template totalCost<double>();
kpeter@656
   117
      v = const_mcf.flow(a);
kpeter@656
   118
      v = const_mcf.potential(n);
kpeter@652
   119
kpeter@648
   120
      ignore_unused_variable_warning(fm);
kpeter@648
   121
      ignore_unused_variable_warning(pm);
kpeter@652
   122
      ignore_unused_variable_warning(x);
kpeter@648
   123
    }
kpeter@648
   124
kpeter@648
   125
    typedef typename GR::Node Node;
kpeter@648
   126
    typedef typename GR::Arc Arc;
kpeter@654
   127
    typedef concepts::ReadMap<Node, Flow> NM;
kpeter@654
   128
    typedef concepts::ReadMap<Arc, Flow> FAM;
kpeter@654
   129
    typedef concepts::ReadMap<Arc, Cost> CAM;
kpeter@648
   130
kpeter@648
   131
    const GR &g;
kpeter@654
   132
    const FAM &lower;
kpeter@654
   133
    const FAM &upper;
kpeter@654
   134
    const CAM &cost;
kpeter@648
   135
    const NM &sup;
kpeter@648
   136
    const Node &n;
kpeter@648
   137
    const Arc &a;
kpeter@654
   138
    const Flow &k;
kpeter@654
   139
    Flow v;
kpeter@652
   140
    bool b;
kpeter@648
   141
kpeter@648
   142
    typename MCF::FlowMap &flow;
kpeter@648
   143
    typename MCF::PotentialMap &pot;
kpeter@648
   144
  };
kpeter@648
   145
kpeter@648
   146
};
kpeter@648
   147
kpeter@648
   148
kpeter@648
   149
// Check the feasibility of the given flow (primal soluiton)
kpeter@648
   150
template < typename GR, typename LM, typename UM,
kpeter@648
   151
           typename SM, typename FM >
kpeter@648
   152
bool checkFlow( const GR& gr, const LM& lower, const UM& upper,
kpeter@656
   153
                const SM& supply, const FM& flow,
kpeter@656
   154
                ProblemType type = EQ )
kpeter@648
   155
{
kpeter@648
   156
  TEMPLATE_DIGRAPH_TYPEDEFS(GR);
kpeter@648
   157
kpeter@648
   158
  for (ArcIt e(gr); e != INVALID; ++e) {
kpeter@648
   159
    if (flow[e] < lower[e] || flow[e] > upper[e]) return false;
kpeter@648
   160
  }
kpeter@648
   161
kpeter@648
   162
  for (NodeIt n(gr); n != INVALID; ++n) {
kpeter@648
   163
    typename SM::Value sum = 0;
kpeter@648
   164
    for (OutArcIt e(gr, n); e != INVALID; ++e)
kpeter@648
   165
      sum += flow[e];
kpeter@648
   166
    for (InArcIt e(gr, n); e != INVALID; ++e)
kpeter@648
   167
      sum -= flow[e];
kpeter@656
   168
    bool b = (type ==  EQ && sum == supply[n]) ||
kpeter@656
   169
             (type == GEQ && sum >= supply[n]) ||
kpeter@656
   170
             (type == LEQ && sum <= supply[n]);
kpeter@656
   171
    if (!b) return false;
kpeter@648
   172
  }
kpeter@648
   173
kpeter@648
   174
  return true;
kpeter@648
   175
}
kpeter@648
   176
kpeter@648
   177
// Check the feasibility of the given potentials (dual soluiton)
kpeter@652
   178
// using the "Complementary Slackness" optimality condition
kpeter@648
   179
template < typename GR, typename LM, typename UM,
kpeter@656
   180
           typename CM, typename SM, typename FM, typename PM >
kpeter@648
   181
bool checkPotential( const GR& gr, const LM& lower, const UM& upper,
kpeter@656
   182
                     const CM& cost, const SM& supply, const FM& flow, 
kpeter@656
   183
                     const PM& pi )
kpeter@648
   184
{
kpeter@648
   185
  TEMPLATE_DIGRAPH_TYPEDEFS(GR);
kpeter@648
   186
kpeter@648
   187
  bool opt = true;
kpeter@648
   188
  for (ArcIt e(gr); opt && e != INVALID; ++e) {
kpeter@648
   189
    typename CM::Value red_cost =
kpeter@648
   190
      cost[e] + pi[gr.source(e)] - pi[gr.target(e)];
kpeter@648
   191
    opt = red_cost == 0 ||
kpeter@648
   192
          (red_cost > 0 && flow[e] == lower[e]) ||
kpeter@648
   193
          (red_cost < 0 && flow[e] == upper[e]);
kpeter@648
   194
  }
kpeter@656
   195
  
kpeter@656
   196
  for (NodeIt n(gr); opt && n != INVALID; ++n) {
kpeter@656
   197
    typename SM::Value sum = 0;
kpeter@656
   198
    for (OutArcIt e(gr, n); e != INVALID; ++e)
kpeter@656
   199
      sum += flow[e];
kpeter@656
   200
    for (InArcIt e(gr, n); e != INVALID; ++e)
kpeter@656
   201
      sum -= flow[e];
kpeter@656
   202
    opt = (sum == supply[n]) || (pi[n] == 0);
kpeter@656
   203
  }
kpeter@656
   204
  
kpeter@648
   205
  return opt;
kpeter@648
   206
}
kpeter@648
   207
kpeter@648
   208
// Run a minimum cost flow algorithm and check the results
kpeter@648
   209
template < typename MCF, typename GR,
kpeter@648
   210
           typename LM, typename UM,
kpeter@648
   211
           typename CM, typename SM >
kpeter@648
   212
void checkMcf( const MCF& mcf, bool mcf_result,
kpeter@648
   213
               const GR& gr, const LM& lower, const UM& upper,
kpeter@648
   214
               const CM& cost, const SM& supply,
kpeter@648
   215
               bool result, typename CM::Value total,
kpeter@656
   216
               const std::string &test_id = "",
kpeter@656
   217
               ProblemType type = EQ )
kpeter@648
   218
{
kpeter@648
   219
  check(mcf_result == result, "Wrong result " + test_id);
kpeter@648
   220
  if (result) {
kpeter@656
   221
    check(checkFlow(gr, lower, upper, supply, mcf.flowMap(), type),
kpeter@648
   222
          "The flow is not feasible " + test_id);
kpeter@648
   223
    check(mcf.totalCost() == total, "The flow is not optimal " + test_id);
kpeter@656
   224
    check(checkPotential(gr, lower, upper, cost, supply, mcf.flowMap(),
kpeter@648
   225
                         mcf.potentialMap()),
kpeter@648
   226
          "Wrong potentials " + test_id);
kpeter@648
   227
  }
kpeter@648
   228
}
kpeter@648
   229
kpeter@648
   230
int main()
kpeter@648
   231
{
kpeter@648
   232
  // Check the interfaces
kpeter@648
   233
  {
kpeter@654
   234
    typedef int Flow;
kpeter@654
   235
    typedef int Cost;
kpeter@652
   236
    // TODO: This typedef should be enabled if the standard maps are
kpeter@652
   237
    // reference maps in the graph concepts (See #190).
kpeter@652
   238
/**/
kpeter@648
   239
    //typedef concepts::Digraph GR;
kpeter@648
   240
    typedef ListDigraph GR;
kpeter@652
   241
/**/
kpeter@654
   242
    checkConcept< McfClassConcept<GR, Flow, Cost>,
kpeter@654
   243
                  NetworkSimplex<GR, Flow, Cost> >();
kpeter@648
   244
  }
kpeter@648
   245
kpeter@648
   246
  // Run various MCF tests
kpeter@648
   247
  typedef ListDigraph Digraph;
kpeter@648
   248
  DIGRAPH_TYPEDEFS(ListDigraph);
kpeter@648
   249
kpeter@648
   250
  // Read the test digraph
kpeter@648
   251
  Digraph gr;
kpeter@648
   252
  Digraph::ArcMap<int> c(gr), l1(gr), l2(gr), u(gr);
kpeter@656
   253
  Digraph::NodeMap<int> s1(gr), s2(gr), s3(gr), s4(gr), s5(gr);
kpeter@652
   254
  ConstMap<Arc, int> cc(1), cu(std::numeric_limits<int>::max());
kpeter@648
   255
  Node v, w;
kpeter@648
   256
kpeter@648
   257
  std::istringstream input(test_lgf);
kpeter@648
   258
  DigraphReader<Digraph>(gr, input)
kpeter@648
   259
    .arcMap("cost", c)
kpeter@648
   260
    .arcMap("cap", u)
kpeter@648
   261
    .arcMap("low1", l1)
kpeter@648
   262
    .arcMap("low2", l2)
kpeter@648
   263
    .nodeMap("sup1", s1)
kpeter@648
   264
    .nodeMap("sup2", s2)
kpeter@648
   265
    .nodeMap("sup3", s3)
kpeter@656
   266
    .nodeMap("sup4", s4)
kpeter@656
   267
    .nodeMap("sup5", s5)
kpeter@648
   268
    .node("source", v)
kpeter@648
   269
    .node("target", w)
kpeter@648
   270
    .run();
kpeter@648
   271
kpeter@652
   272
  // A. Test NetworkSimplex with the default pivot rule
kpeter@648
   273
  {
kpeter@653
   274
    NetworkSimplex<Digraph> mcf(gr);
kpeter@648
   275
kpeter@656
   276
    // Check the equality form
kpeter@653
   277
    mcf.upperMap(u).costMap(c);
kpeter@653
   278
    checkMcf(mcf, mcf.supplyMap(s1).run(),
kpeter@652
   279
             gr, l1, u, c, s1, true,  5240, "#A1");
kpeter@653
   280
    checkMcf(mcf, mcf.stSupply(v, w, 27).run(),
kpeter@652
   281
             gr, l1, u, c, s2, true,  7620, "#A2");
kpeter@653
   282
    mcf.lowerMap(l2);
kpeter@653
   283
    checkMcf(mcf, mcf.supplyMap(s1).run(),
kpeter@652
   284
             gr, l2, u, c, s1, true,  5970, "#A3");
kpeter@653
   285
    checkMcf(mcf, mcf.stSupply(v, w, 27).run(),
kpeter@652
   286
             gr, l2, u, c, s2, true,  8010, "#A4");
kpeter@653
   287
    mcf.reset();
kpeter@653
   288
    checkMcf(mcf, mcf.supplyMap(s1).run(),
kpeter@652
   289
             gr, l1, cu, cc, s1, true,  74, "#A5");
kpeter@653
   290
    checkMcf(mcf, mcf.lowerMap(l2).stSupply(v, w, 27).run(),
kpeter@652
   291
             gr, l2, cu, cc, s2, true,  94, "#A6");
kpeter@653
   292
    mcf.reset();
kpeter@653
   293
    checkMcf(mcf, mcf.run(),
kpeter@652
   294
             gr, l1, cu, cc, s3, true,   0, "#A7");
kpeter@653
   295
    checkMcf(mcf, mcf.boundMaps(l2, u).run(),
kpeter@652
   296
             gr, l2, u, cc, s3, false,   0, "#A8");
kpeter@656
   297
kpeter@656
   298
    // Check the GEQ form
kpeter@656
   299
    mcf.reset().upperMap(u).costMap(c).supplyMap(s4);
kpeter@656
   300
    checkMcf(mcf, mcf.run(),
kpeter@656
   301
             gr, l1, u, c, s4, true,  3530, "#A9", GEQ);
kpeter@656
   302
    mcf.problemType(mcf.GEQ);
kpeter@656
   303
    checkMcf(mcf, mcf.lowerMap(l2).run(),
kpeter@656
   304
             gr, l2, u, c, s4, true,  4540, "#A10", GEQ);
kpeter@656
   305
    mcf.problemType(mcf.CARRY_SUPPLIES).supplyMap(s5);
kpeter@656
   306
    checkMcf(mcf, mcf.run(),
kpeter@656
   307
             gr, l2, u, c, s5, false,    0, "#A11", GEQ);
kpeter@656
   308
kpeter@656
   309
    // Check the LEQ form
kpeter@656
   310
    mcf.reset().problemType(mcf.LEQ);
kpeter@656
   311
    mcf.upperMap(u).costMap(c).supplyMap(s5);
kpeter@656
   312
    checkMcf(mcf, mcf.run(),
kpeter@656
   313
             gr, l1, u, c, s5, true,  5080, "#A12", LEQ);
kpeter@656
   314
    checkMcf(mcf, mcf.lowerMap(l2).run(),
kpeter@656
   315
             gr, l2, u, c, s5, true,  5930, "#A13", LEQ);
kpeter@656
   316
    mcf.problemType(mcf.SATISFY_DEMANDS).supplyMap(s4);
kpeter@656
   317
    checkMcf(mcf, mcf.run(),
kpeter@656
   318
             gr, l2, u, c, s4, false,    0, "#A14", LEQ);
kpeter@648
   319
  }
kpeter@648
   320
kpeter@652
   321
  // B. Test NetworkSimplex with each pivot rule
kpeter@648
   322
  {
kpeter@653
   323
    NetworkSimplex<Digraph> mcf(gr);
kpeter@653
   324
    mcf.supplyMap(s1).costMap(c).capacityMap(u).lowerMap(l2);
kpeter@648
   325
kpeter@653
   326
    checkMcf(mcf, mcf.run(NetworkSimplex<Digraph>::FIRST_ELIGIBLE),
kpeter@652
   327
             gr, l2, u, c, s1, true,  5970, "#B1");
kpeter@653
   328
    checkMcf(mcf, mcf.run(NetworkSimplex<Digraph>::BEST_ELIGIBLE),
kpeter@652
   329
             gr, l2, u, c, s1, true,  5970, "#B2");
kpeter@653
   330
    checkMcf(mcf, mcf.run(NetworkSimplex<Digraph>::BLOCK_SEARCH),
kpeter@652
   331
             gr, l2, u, c, s1, true,  5970, "#B3");
kpeter@653
   332
    checkMcf(mcf, mcf.run(NetworkSimplex<Digraph>::CANDIDATE_LIST),
kpeter@652
   333
             gr, l2, u, c, s1, true,  5970, "#B4");
kpeter@653
   334
    checkMcf(mcf, mcf.run(NetworkSimplex<Digraph>::ALTERING_LIST),
kpeter@652
   335
             gr, l2, u, c, s1, true,  5970, "#B5");
kpeter@648
   336
  }
kpeter@648
   337
kpeter@648
   338
  return 0;
kpeter@648
   339
}