C# Class SwarmOps.Optimizers.Parallel.DESuite

Parallel version of DESuite 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 DESuite will execute faster because of less overhead.

Inheritance: SwarmOps.Optimizers.DESuite

Datei anzeigen Open project: DanWBR/dwsim3

Public Methods

Method	Description
DESuite ( DECrossover crossover, DitherVariant dither ) : System.Diagnostics	Construct the object.
DESuite ( Problem problem, DECrossover crossover, DitherVariant dither ) : System.Diagnostics	Construct the object.
DESuite ( int numAgentsMultiple, DECrossover crossover, DitherVariant dither ) : System.Diagnostics	Construct the object.
DESuite ( int numAgentsMultiple, Problem problem, DECrossover crossover, DitherVariant dither ) : System.Diagnostics	Construct the object.
GetNumAgents ( double parameters ) : int	Get parameter, Number of agents, aka. population size.
Optimize ( double parameters ) : Result	Perform one optimization run and return the best found solution.

Method Details

DESuite() public method

Construct the object.

public DESuite ( DECrossover crossover, DitherVariant dither ) : System.Diagnostics
crossover	DECrossover	Crossover variant to be used.
dither	DitherVariant	Dither variant to be used.
return	System.Diagnostics

DESuite() public method

Construct the object.

public DESuite ( Problem problem, DECrossover crossover, DitherVariant dither ) : System.Diagnostics
problem	Problem	Problem to optimize.
crossover	DECrossover	Crossover variant to be used.
dither	DitherVariant	Dither variant to be used.
return	System.Diagnostics

DESuite() public method

Construct the object.

public DESuite ( int numAgentsMultiple, DECrossover crossover, DitherVariant dither ) : System.Diagnostics
numAgentsMultiple	int	Population size multiple, e.g. 4 ensures populations are sized 4, 8, 12, 16, ...
crossover	DECrossover	Crossover variant to be used.
dither	DitherVariant	Dither variant to be used.
return	System.Diagnostics

DESuite() public method

Construct the object.

public DESuite ( int numAgentsMultiple, Problem problem, DECrossover crossover, DitherVariant dither ) : System.Diagnostics
numAgentsMultiple	int	Population size multiple, e.g. 4 ensures populations are sized 4, 8, 12, 16, ...
problem	Problem	Problem to optimize.
crossover	DECrossover	Crossover variant to be used.
dither	DitherVariant	Dither variant to be used.
return	System.Diagnostics

GetNumAgents() public method

Get parameter, Number of agents, aka. population size.

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

Optimize() public method

Perform one optimization run and return the best found solution.

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