src/work/akos/simann.h
author alpar
Sat, 13 Nov 2004 17:07:10 +0000
changeset 987 87f7c54892df
parent 957 4dd4eaee28e7
child 1000 7f4d07047ed8
permissions -rw-r--r--
Naming changes:
- ValueType -> Value
- KeyType -> Key
- ReferenceType ->Reference
- PointerType -> Pointer
     1 #ifndef LEMON_SIMANN_H
     2 #define LEMON_SIMANN_H
     3 
     4 #include <cstdlib>
     5 #include <cmath>
     6 #include <sys/time.h>
     7 
     8 namespace lemon {
     9 
    10   const double INFTY = 1e24;
    11 
    12   class SimAnnBase {
    13   public:
    14     class Controller;
    15   private:
    16     Controller *controller;
    17   protected:
    18     double curr_cost;
    19     double prev_cost;
    20     double best_cost;
    21 
    22     virtual void mutate() = 0;
    23     virtual void revert() = 0;
    24     virtual void saveAsBest() = 0;
    25   public:
    26     SimAnnBase() {
    27       curr_cost = prev_cost = best_cost = INFTY;
    28     }
    29     void setController(Controller &_controller) {
    30       controller = &_controller;
    31       controller->setBase(this);
    32     }
    33     double getCurrCost() { return curr_cost; }
    34     double getPrevCost() { return prev_cost; }
    35     double getBestCost() { return best_cost; }
    36     void run() {
    37       controller->init();
    38       while (controller->next()) {
    39         mutate();
    40         if (controller->accept()) {
    41           controller->acceptEvent();
    42           if (curr_cost < best_cost) {
    43             saveAsBest();
    44             controller->improveEvent();
    45           }
    46         }
    47         else {
    48           revert();
    49           controller->rejectEvent();
    50         }
    51       }
    52     }
    53 
    54     class Controller {
    55     public:
    56       SimAnnBase *base;
    57       virtual void init() {}
    58       virtual void acceptEvent() {}
    59       virtual void improveEvent() {}
    60       virtual void rejectEvent() {}
    61       virtual void setBase(SimAnnBase *_base) { base = _base; }
    62       virtual bool next() = 0;
    63       virtual bool accept() = 0;
    64     };
    65   };
    66 
    67   template <typename E>
    68   class SimAnn : public SimAnnBase {
    69   private:
    70     E *curr_ent;
    71     E *best_ent;
    72   public:
    73     SimAnn() : SimAnnBase() {}
    74     void setEntity(E &ent) {
    75       curr_ent = new E(ent);
    76       best_ent = new E(ent);
    77     }
    78     E getBestEntity() { return *best_ent; }
    79     void mutate() {
    80       curr_ent->mutate();
    81     }
    82     void revert() {
    83       curr_ent->revert();
    84     }
    85     void saveAsBest() {
    86       *best_ent = *curr_ent;
    87       best_cost = curr_cost;
    88     }
    89   };
    90 
    91   class EntitySkeleton {
    92   public:
    93     /*! \brief Makes a minor change to the entity.
    94      *  \return the new cost
    95      */
    96     double mutate() { return 0.0; }
    97     /*! \brief Restores the entity to its previous state i.e. reverts the
    98      *  effects of the last mutate.
    99      */
   100     void revert() {}
   101   };
   102 
   103   /*! \brief A simple controller for the simulated annealing class.
   104    *  \todo Find a way to set the various parameters.
   105    */
   106   class SimpleController : public SimAnnBase::Controller {
   107   public:
   108     long iter, last_impr, max_iter, max_no_impr;
   109     double temp, annealing_factor;
   110     SimpleController() {
   111       iter = last_impr = 0;
   112       max_iter = 500000;
   113       max_no_impr = 20000;
   114       annealing_factor = 0.9999;
   115       temp = 1000;
   116     }
   117     void acceptEvent() {
   118       iter++;
   119     }
   120     void improveEvent() {
   121       last_impr = iter;
   122     }
   123     void rejectEvent() {
   124       iter++;
   125     }
   126     bool next() {
   127       temp *= annealing_factor;
   128       bool quit = (iter > max_iter) || (iter - last_impr > max_no_impr);
   129       return !quit;
   130     }
   131     bool accept() {
   132       return (drand48() <= exp(base->getPrevCost() - base->getCurrCost() /
   133         temp));
   134     }
   135   };
   136 
   137   /*! \brief A controller with preset running time for the simulated annealing
   138    *  class.
   139    *  \todo Find a better name.
   140    */
   141   class AdvancedController : public SimAnnBase::Controller {
   142   private:
   143     double threshold() { return 0.0; }
   144   public:
   145     double alpha;
   146     double temp;
   147     double avg_cost;
   148     double start_time, end_time;
   149     void init() {
   150       timeval tv;
   151       gettimeofday(&tv, 0);
   152       start_time = tv.tv_sec + double(tv.tv_usec) / 1e6;
   153     }
   154     void acceptEvent() {
   155       avg_cost = alpha * base->getCurrCost() + (1.0 - alpha) * avg_cost;
   156     }
   157     void improveEvent() {
   158     }
   159     void rejectEvent() {
   160     }
   161     bool next() {
   162       // abs(avg_cost - base->getBestCost())
   163       // ha nagy: cooling factor novelese
   164       // ha kicsi: homerseklet novelese
   165       // de mennyivel?
   166       timeval tv;
   167       gettimeofday(&tv, 0);
   168       double elapsed_time = tv.tv_sec + double(tv.tv_usec) / 1e6 - start_time;
   169       return elapsed_time < end_time;
   170     }
   171     bool accept() {
   172       return (drand48() <= exp(base->getPrevCost() - base->getCurrCost() /
   173         temp));
   174     }
   175   };
   176 
   177 }
   178 
   179 #endif