populationmo.h

该算法是张青复与周爱民的基于RM-MEDA算法的程序

//
//Please find details of the method from
//
//	Q. Zhang, A. Zhou and Y. Jin, "RM-MEDA: A Regularity Model Based Multiobjective Estimation of Distribution Algorithm", IEEE Trans. Evolutionary Computation, Vol. 12, no. 1, pp41-63, 2008.
//
//The source codes are free for reserach work. If you have any problem with the source codes, please contact with 
//	Qingfu Zhang, 
//		Department of Computing and Electronic Systems,
//		University of Essex,
//		Colchester, CO4 3SQ, UK
//		http://cswww.essex.ac.uk/staff/zhang
//		Email: [e-mail]
//    Aimin Zhou
//		Department of Computing and Electronic Systems,
//		University of Essex,
//		Colchester, CO4 3SQ, UK
//		http://privatewww.essex.ac.uk/~azhou/
//		Email: [e-mail] or [e-mail] 
//Programmer:		
//		Aimin Zhou
//Last Update:
//		Feb. 21, 2008
//
//PopulationMO.h : population class for MOEA
//

#ifndef	AZ_POPULATIONMO_H
#define	AZ_POPULATIONMO_H

#include <iostream>
#include <iomanip>
#include <vector>
#include "Parameter.h"
#include "IndividualMO.h"

//!\brief	az namespace, the top namespace
namespace az
{

//!\brief	mea namespace, the multiobjective evolutionary algorithm namespace
namespace mea
{
//! \brief clear a pointer sequence
//! \param s reference to a swquence
template<class SEQ> void CLEAR(SEQ& s)
{
	typename SEQ::iterator i;
	for(i = s.begin(); i != s.end(); ++i) if(*i) delete *i;
	s.clear();
}

//!\brief population class for MOEA
class CPopulationMO
{
public:
	typedef CIndividualMO IND_TYPE;
protected:
	bool mbSort;					//!< whether the population has been sorted
	CParameter* pPar;				//!< pointer to the parameter object
	std::vector< IND_TYPE* > mvPop;	//!< the population vector stored individual pointers
public:
	//!\brief	constructor
	//!\param	par parameter objective
	//!\return	void
	CPopulationMO(CParameter& par);	

	//!\brief	constructor
	//!\param	pop another population
	//!\return	void
	CPopulationMO(CPopulationMO& pop);

	//!\brief	deconstrutor
	//!\return	void
	~CPopulationMO();	

	//!\brief	set parameters
	//!\param	par parameter object
	//!\return	void
	void P(CParameter& par);

	//!\brief	get the parameter object reference
	//!\return	the parameter object reference
	inline CParameter& P() {return *pPar;}
	
	//!\brief	see whether the population has been sorted
	//!\return	success if it has been sorted
	inline bool IsSort() {return mbSort;}

	//!\brief	set the sort state
	//!\param	sort new state
	//!\return	success if it has been sorted
	inline bool IsSort(bool sort ) {mbSort=sort; return mbSort;}
	
	//!\brief	get the population size
	//!\return	population size
	inline unsigned int	Size() {return (unsigned int)mvPop.size();}

	//!\brief	get the index-th individual reference
	//!\param	i individual index
	//!\return	individual reference
	inline IND_TYPE& operator[](unsigned int i) {return *mvPop[i];}

	//!\brief	get the index-th individual reference
	//!\param	i individual index
	//!\return	individual reference
	inline IND_TYPE& In(unsigned int i) {return *mvPop[i];}

	//!\brief	get the index-th individual pointer
	//!\param	i individual index
	//!\return	individual pointer
	inline IND_TYPE*& At(unsigned int i) {return mvPop[i];}

	//!\brief	see whether the individual is in the population
	//!\param	ind individual
	//!\return	success if the individual is in the population
	bool IsContain(IND_TYPE& ind);

	//!\brief	clear the population
	//!\return	void
	void Clear();

	//!\brief	evaluate the population
	//!\return	void
	void Evaluate();

	//!\brief	shuffle the population
	//!\return	void
	void Shuffle();	

	//!\brief	resize the population
	//!\param	s new size
	//!\return	void
	void Resize(unsigned int s);

	//!\brief	swap two individuals
	//!\param	i individual index
	//!\param	j individual index
	//!\return	void
	void Swap(unsigned int i, unsigned int j);
	
	//!\brief	erase individuals
	//!\param	i start individual index
	//!\return	void
	void Erase(unsigned int i);

	//!\brief	copy an individual to population
	//!\param	pind pointer to an individual
	//!\return	population
    CPopulationMO& Copy(IND_TYPE*& pind);

	//!\brief	copy an individual to population
	//!\param	ind reference to an individual
	//!\return	population
	CPopulationMO& Copy(IND_TYPE& ind);

	//!\brief	copy a population to population
	//!\param	pop reference to a population
	//!\return	population
	CPopulationMO& Copy(CPopulationMO& pop);

	//!\brief	combine an individual to population
	//!\param	pind pointer to an individual
	//!\return	population
	CPopulationMO& Combine(IND_TYPE*& pind);

	//!\brief	combine an individual to population
	//!\param	ind peference to an individual
	//!\return	population
	CPopulationMO& Combine(IND_TYPE& ind);

	//!\brief	combine a population to population
	//!\param	pop reference to a population
	//!\return	population
	CPopulationMO& Combine(CPopulationMO& pop);

	//!\brief	assign a population 
	//!\param	pop reference to a population
	//!\return	population
	CPopulationMO& operator=(CPopulationMO& pop);

	//!\brief	get a sub-population with Rank = r
	//!\param	pop sub-population
	//!\param	r rank
	//!\return	sub-population
	CPopulationMO& RankSub(CPopulationMO& pop, unsigned int r);

	//!\brief	get the maximum rank value
	//!\return	maximum rank value
	unsigned int RankMax();

	//!\brief	get the sub-population size with Rank=r
	//!\param	r rank value
	//!\param	start start index
	//!\param	end end index
	//!\return	sub-population size
	unsigned int RankSize(unsigned int r, unsigned int& start, unsigned int& end);

	//!\brief	assign rank value and sort population
	//!\return	void
	void RankSort();

	//!\brief	write the population to I/O stream
	//!\param	os output stream
	//!\return	output stream
	std::ostream& Write(std::ostream& os);

	//!\brief	write the population to a file
	//!\param	name file name
	//!\return	void
	void Write(std::string name);

	//!\brief	write the population to a file
	//!\param	name file name
	//!\return	void
	void Write(const char *name);

	//!\brief	write the population to I/O stream
	//!\param	os output stream
	//!\param	pop population
	//!\return	output stream
	friend std::ostream& operator<<(std::ostream& os, CPopulationMO& pop);

	//!\brief	read population from I/O stream
	//!\param	is input stream
	//!\return	input stream
	std::istream& Read(std::istream& is);

	//!\brief	read population from a file
	//!\param	name file name
	//!\return	void
	void Read(std::string name);

	//!\brief	read population from a file
	//!\param	name file name
	//!\return	void
	void Read(const char *name);

	//!\brief	read population from I/O stream
	//!\param	is input stream
	//!\param	pop population
	//!\return	void
	friend std::istream& operator>>(std::istream& is, CPopulationMO& pop);
};//class CPopulationMO

} //namespace mea

} //namespace az

#endif //AZ_POPULATIONMO_H