demo/simann_maxcut_demo.cc
author alpar
Tue, 16 May 2006 16:59:57 +0000
changeset 2086 3fc072264f77
parent 1919 9704601de87f
child 2242 16523135943d
permissions -rw-r--r--
Polinomial template class
ladanyi@1919
     1
/* -*- C++ -*-
ladanyi@1919
     2
 *
alpar@1956
     3
 * This file is a part of LEMON, a generic C++ optimization library
alpar@1956
     4
 *
alpar@1956
     5
 * Copyright (C) 2003-2006
alpar@1956
     6
 * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
ladanyi@1919
     7
 * (Egervary Research Group on Combinatorial Optimization, EGRES).
ladanyi@1919
     8
 *
ladanyi@1919
     9
 * Permission to use, modify and distribute this software is granted
ladanyi@1919
    10
 * provided that this copyright notice appears in all copies. For
ladanyi@1919
    11
 * precise terms see the accompanying LICENSE file.
ladanyi@1919
    12
 *
ladanyi@1919
    13
 * This software is provided "AS IS" with no warranty of any kind,
ladanyi@1919
    14
 * express or implied, and with no claim as to its suitability for any
ladanyi@1919
    15
 * purpose.
ladanyi@1919
    16
 *
ladanyi@1919
    17
 */
ladanyi@1919
    18
ladanyi@1919
    19
/// \ingroup demos
ladanyi@1919
    20
/// \file
ladanyi@1919
    21
/// \brief A program demonstrating the simulated annealing algorithm class.
ladanyi@1919
    22
///
ladanyi@1919
    23
/// This program tries to find a maximal cut in a graph using simulated
ladanyi@1919
    24
/// annealing. It starts from a random solution and then in each step it
ladanyi@1919
    25
/// chooses a node and moves it to the other side of the cut.
ladanyi@1919
    26
///
ladanyi@1919
    27
/// \include simann_maxcut_demo.cc
ladanyi@1919
    28
ladanyi@1919
    29
#include <iostream>
ladanyi@1919
    30
#include <cstdlib>
ladanyi@1919
    31
ladanyi@1919
    32
#include <lemon/simann.h>
ladanyi@1919
    33
#include <lemon/list_graph.h>
ladanyi@1919
    34
#include <lemon/graph_reader.h>
ladanyi@1919
    35
ladanyi@1919
    36
using namespace lemon;
ladanyi@1919
    37
ladanyi@1919
    38
typedef ListGraph Graph;
ladanyi@1919
    39
typedef Graph::Node Node;
ladanyi@1919
    40
typedef Graph::Edge Edge;
ladanyi@1919
    41
typedef Graph::NodeIt NodeIt;
ladanyi@1919
    42
typedef Graph::EdgeIt EdgeIt;
ladanyi@1919
    43
typedef Graph::OutEdgeIt OutEdgeIt;
ladanyi@1919
    44
typedef Graph::InEdgeIt InEdgeIt;
ladanyi@1919
    45
ladanyi@1919
    46
class Entity : public EntityBase
ladanyi@1919
    47
{
ladanyi@1919
    48
  public:
ladanyi@1919
    49
    Graph& g;
ladanyi@1919
    50
    Graph::EdgeMap<int>& w;
ladanyi@1919
    51
    Graph::NodeMap<bool> a;
ladanyi@1919
    52
    int sum;
ladanyi@1919
    53
    Node last_moved;
ladanyi@1919
    54
    Entity(Graph& _g, Graph::EdgeMap<int>& _w) : g(_g), w(_w), a(_g) {}
ladanyi@1919
    55
    double mutate() {
ladanyi@1919
    56
      static const int node_num = countNodes(g);
ladanyi@1919
    57
      int i = 1 + (int) (node_num * (rand() / (RAND_MAX + 1.0)));
ladanyi@1919
    58
      NodeIt n(g);
ladanyi@1919
    59
      int j = 1;
ladanyi@1919
    60
      while (j < i) {
ladanyi@1919
    61
        ++n;
ladanyi@1919
    62
        ++j;
ladanyi@1919
    63
      }
ladanyi@1919
    64
      for (OutEdgeIt e(g, n); e != INVALID; ++e) {
ladanyi@1919
    65
        if (a[n] != a[g.target(e)]) sum -= w[e];
ladanyi@1919
    66
        if (a[n] == a[g.target(e)]) sum += w[e];
ladanyi@1919
    67
      }
ladanyi@1919
    68
      for (InEdgeIt e(g, n); e != INVALID; ++e) {
ladanyi@1919
    69
        if (a[g.source(e)] != a[n]) sum -= w[e];
ladanyi@1919
    70
        if (a[g.source(e)] == a[n]) sum += w[e];
ladanyi@1919
    71
      }
ladanyi@1919
    72
      bool b = a[n];
ladanyi@1919
    73
      a[n] = !b;
ladanyi@1919
    74
      last_moved = n;
ladanyi@1919
    75
      return -sum;
ladanyi@1919
    76
    }
ladanyi@1919
    77
    void revert() {
ladanyi@1919
    78
      for (OutEdgeIt e(g, last_moved); e != INVALID; ++e) {
ladanyi@1919
    79
        if (a[last_moved] != a[g.target(e)]) sum -= w[e];
ladanyi@1919
    80
        if (a[last_moved] == a[g.target(e)]) sum += w[e];
ladanyi@1919
    81
      }
ladanyi@1919
    82
      for (InEdgeIt e(g, last_moved); e != INVALID; ++e) {
ladanyi@1919
    83
        if (a[g.source(e)] != a[last_moved]) sum -= w[e];
ladanyi@1919
    84
        if (a[g.source(e)] == a[last_moved]) sum += w[e];
ladanyi@1919
    85
      }
ladanyi@1919
    86
      bool b = a[last_moved];
ladanyi@1919
    87
      a[last_moved] = !b;
ladanyi@1919
    88
    }
ladanyi@1919
    89
    Entity* clone() { return new Entity(*this); }
ladanyi@1919
    90
    void randomize() {
ladanyi@1919
    91
      for (NodeIt n(g); n != INVALID; ++n)
ladanyi@1919
    92
        a[n] = false;
ladanyi@1919
    93
      for (NodeIt n(g); n != INVALID; ++n)
ladanyi@1919
    94
        if (rand() < 0.5) a[n] = true;
ladanyi@1919
    95
      sum = 0;
ladanyi@1919
    96
      for (EdgeIt e(g); e != INVALID; ++e)
ladanyi@1919
    97
        if (a[g.source(e)] != a[g.target(e)])
ladanyi@1919
    98
          sum += w[e];
ladanyi@1919
    99
    }
ladanyi@1919
   100
};
ladanyi@1919
   101
ladanyi@1919
   102
int main()
ladanyi@1919
   103
{
ladanyi@1919
   104
  Graph g;
ladanyi@1919
   105
  Graph::EdgeMap<int> w(g);
ladanyi@1919
   106
ladanyi@1919
   107
  GraphReader<Graph> reader("simann_maxcut_demo.lgf", g);
ladanyi@1919
   108
  reader.readEdgeMap("weight", w);
ladanyi@1919
   109
  reader.run();
ladanyi@1919
   110
ladanyi@1919
   111
  Entity e(g, w);
ladanyi@1919
   112
ladanyi@1919
   113
  SimAnn simann;
ladanyi@1919
   114
  SimpleController ctrl;
ladanyi@1919
   115
  simann.setController(ctrl);
ladanyi@1919
   116
  simann.setEntity(e);
ladanyi@1919
   117
  simann.run();
ladanyi@1919
   118
  
ladanyi@1919
   119
  Entity* be = (Entity *) simann.getBestEntity();
ladanyi@1919
   120
  std::cout << be->sum << std::endl;
ladanyi@1919
   121
  for (NodeIt n(g); n != INVALID; ++n)
ladanyi@1919
   122
    if (be->a[n]) std::cout << g.id(n) << ": 1" << std::endl;
ladanyi@1919
   123
    else std::cout << g.id(n) << ": 0" << std::endl;
ladanyi@1919
   124
}