ga.h

- XCS for Dynamic Environments + Continuous versions of XCS + Test problem: real multiplexer +

/*	XCSR_DE1.0
*	--------------------------------------------------------
*	Learning classifier system based on accuracy in dynamic environments
*
*	by  Huong Hai (Helen) Dam
*	[e-mail]
*	UNSW @ ADFA, Canberra Australia
*	Artificial Life and Adaptive Robotics Laboratory
*	http://www.itee.adfa.edu.au/~alar
*
*	Last modified: 24-11-2005
*
*/
#ifndef GA_H
#define GA_H
#include <fstream.h>
#include <iostream.h>
#include "population.h"
#include "classifier.h"
class GA{
	
	
public:
	GA(int seed, int generation, double crate, double mrate , int rep_type);
	~GA();
	void discoveryComponent(Population *pop,int *actset, int naset,  int time);
	void GASubsumes(Population *pop,Classifier *child1, Classifier *mate1, Classifier *mate2);
	int subsumes(Classifier *child, Classifier *parent);
	int isMoreGeneral(Classifier *parent, Classifier *child);
	int rouletteWheelSelection(Population *pop,int *actset, int naset);
	int tournamentSelection(Population *pop,int *actset, int naset, int selected);
	void mutation(d_interval_t *interval);
	void crossover(int type, Classifier *mate1, Classifier *mate2, Classifier *child1, Classifier *child2);
	void insertInPopulation(Population *pop,Classifier *child);
	void generateCovering();
	void setTimeStamp(int *actset, int naset, int time);
	double getAvgTime(Population *pop,int *actset, int naset);
	
private:
	int generation;
	Random *random;
	int maxpopsize;
	double  crate;
	double mrate;
	int rep_type;
};
#endif