demo/simann_maxcut_demo.cc
author deba
Mon, 02 Oct 2006 16:11:00 +0000
changeset 2229 4dbb6dd2dd4b
parent 1919 9704601de87f
child 2242 16523135943d
permissions -rw-r--r--
Mersenne Twister random number generator

The code is based on the official MT19937 implementation
It is fully rewritten:

http://www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/emt.html

todo: fixing copyright information
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/* -*- C++ -*-
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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) 2003-2006
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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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/// \ingroup demos
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/// \file
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/// \brief A program demonstrating the simulated annealing algorithm class.
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///
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/// This program tries to find a maximal cut in a graph using simulated
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/// annealing. It starts from a random solution and then in each step it
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/// chooses a node and moves it to the other side of the cut.
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///
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/// \include simann_maxcut_demo.cc
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#include <iostream>
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#include <cstdlib>
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#include <lemon/simann.h>
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#include <lemon/list_graph.h>
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#include <lemon/graph_reader.h>
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using namespace lemon;
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typedef ListGraph Graph;
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typedef Graph::Node Node;
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typedef Graph::Edge Edge;
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typedef Graph::NodeIt NodeIt;
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typedef Graph::EdgeIt EdgeIt;
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typedef Graph::OutEdgeIt OutEdgeIt;
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typedef Graph::InEdgeIt InEdgeIt;
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class Entity : public EntityBase
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{
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  public:
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    Graph& g;
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    Graph::EdgeMap<int>& w;
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    Graph::NodeMap<bool> a;
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    int sum;
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    Node last_moved;
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    Entity(Graph& _g, Graph::EdgeMap<int>& _w) : g(_g), w(_w), a(_g) {}
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    double mutate() {
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      static const int node_num = countNodes(g);
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      int i = 1 + (int) (node_num * (rand() / (RAND_MAX + 1.0)));
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      NodeIt n(g);
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      int j = 1;
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      while (j < i) {
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        ++n;
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        ++j;
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      }
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      for (OutEdgeIt e(g, n); e != INVALID; ++e) {
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        if (a[n] != a[g.target(e)]) sum -= w[e];
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        if (a[n] == a[g.target(e)]) sum += w[e];
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      }
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      for (InEdgeIt e(g, n); e != INVALID; ++e) {
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        if (a[g.source(e)] != a[n]) sum -= w[e];
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        if (a[g.source(e)] == a[n]) sum += w[e];
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      }
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      bool b = a[n];
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      a[n] = !b;
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      last_moved = n;
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      return -sum;
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    }
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    void revert() {
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      for (OutEdgeIt e(g, last_moved); e != INVALID; ++e) {
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        if (a[last_moved] != a[g.target(e)]) sum -= w[e];
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        if (a[last_moved] == a[g.target(e)]) sum += w[e];
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      }
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      for (InEdgeIt e(g, last_moved); e != INVALID; ++e) {
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        if (a[g.source(e)] != a[last_moved]) sum -= w[e];
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        if (a[g.source(e)] == a[last_moved]) sum += w[e];
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      }
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      bool b = a[last_moved];
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      a[last_moved] = !b;
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    }
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    Entity* clone() { return new Entity(*this); }
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    void randomize() {
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      for (NodeIt n(g); n != INVALID; ++n)
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        a[n] = false;
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      for (NodeIt n(g); n != INVALID; ++n)
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        if (rand() < 0.5) a[n] = true;
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      sum = 0;
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      for (EdgeIt e(g); e != INVALID; ++e)
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        if (a[g.source(e)] != a[g.target(e)])
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          sum += w[e];
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    }
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};
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int main()
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{
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  Graph g;
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  Graph::EdgeMap<int> w(g);
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  GraphReader<Graph> reader("simann_maxcut_demo.lgf", g);
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  reader.readEdgeMap("weight", w);
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  reader.run();
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  Entity e(g, w);
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  SimAnn simann;
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  SimpleController ctrl;
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  simann.setController(ctrl);
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  simann.setEntity(e);
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  simann.run();
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  Entity* be = (Entity *) simann.getBestEntity();
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  std::cout << be->sum << std::endl;
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  for (NodeIt n(g); n != INVALID; ++n)
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    if (be->a[n]) std::cout << g.id(n) << ": 1" << std::endl;
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    else std::cout << g.id(n) << ": 0" << std::endl;
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}