C# 클래스 SwarmOps.Optimizers.Parallel.PSO

Parallel version of PSO which computes the fitness of its agents in parallel. Assumes the fitness function is thread-safe. Should only be used with very time-consuming optimization problems otherwise basic PSO will execute faster because of less overhead.

상속: Optimizer

파일 보기 프로젝트 열기: DanWBR/dwsim3

공개 메소드들

메소드	설명
GetNumAgents ( double parameters ) : int	Get parameter, Number of agents, aka. swarm-size.
GetOmega ( double parameters ) : double	Get parameter, Omega.
GetPhiG ( double parameters ) : double	Get parameter, PhiG.
GetPhiP ( double parameters ) : double	Get parameter, PhiP.
Optimize ( double parameters ) : Result	Perform one optimization run and return the best found solution.
PSO ( ) : System.Diagnostics	Construct the object.
PSO ( Problem problem ) : System.Diagnostics	Construct the object.
PSO ( int numAgentsMultiple ) : System.Diagnostics	Construct the object.
PSO ( int numAgentsMultiple, Problem problem ) : System.Diagnostics	Construct the object.

메소드 상세

GetNumAgents() 공개 메소드

Get parameter, Number of agents, aka. swarm-size.

public GetNumAgents ( double parameters ) : int
parameters	double	Optimizer parameters.
리턴	int

GetOmega() 공개 메소드

Get parameter, Omega.

public GetOmega ( double parameters ) : double
parameters	double	Optimizer parameters.
리턴	double

GetPhiG() 공개 메소드

Get parameter, PhiG.

public GetPhiG ( double parameters ) : double
parameters	double	Optimizer parameters.
리턴	double

GetPhiP() 공개 메소드

Get parameter, PhiP.

public GetPhiP ( double parameters ) : double
parameters	double	Optimizer parameters.
리턴	double

Optimize() 공개 메소드

Perform one optimization run and return the best found solution.

public Optimize ( double parameters ) : Result
parameters	double	Control parameters for the optimizer.
리턴	Result

PSO() 공개 메소드

Construct the object.

public PSO ( ) : System.Diagnostics
리턴	System.Diagnostics

PSO() 공개 메소드

Construct the object.

public PSO ( Problem problem ) : System.Diagnostics
problem	Problem	Problem to optimize.
리턴	System.Diagnostics

PSO() 공개 메소드

Construct the object.

public PSO ( int numAgentsMultiple ) : System.Diagnostics
numAgentsMultiple	int	Population size multiple, e.g. 4 ensures populations are sized 4, 8, 12, 16, ...
리턴	System.Diagnostics

PSO() 공개 메소드

Construct the object.

public PSO ( int numAgentsMultiple, Problem problem ) : System.Diagnostics
numAgentsMultiple	int	Population size multiple, e.g. 4 ensures populations are sized 4, 8, 12, 16, etc.
problem	Problem	Problem to optimize.
리턴	System.Diagnostics