C# Class SwarmOps.Optimizers.Parallel.MOL

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

Inheritance: Optimizer

Show file Open project: DanWBR/dwsim3

Public Methods

Method	Description
GetNumAgents ( double parameters ) : int	Get parameter, Number of agents, aka. swarm-size.
GetOmega ( double parameters ) : double	Get parameter, Omega.
GetPhi ( double parameters ) : double	Get parameter, Phi.
MOL ( ) : System.Diagnostics	Construct the object.
MOL ( Problem problem ) : System.Diagnostics	Construct the object.
MOL ( int numAgentsMultiple ) : System.Diagnostics	Construct the object.
MOL ( int numAgentsMultiple, Problem problem ) : System.Diagnostics	Construct the object.
Optimize ( double parameters ) : Result	Perform one optimization run and return the best found solution.

Method Details

GetNumAgents() public method

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

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

GetOmega() public method

Get parameter, Omega.

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

GetPhi() public method

Get parameter, Phi.

public GetPhi ( double parameters ) : double
parameters	double	Optimizer parameters.
return	double

MOL() public method

Construct the object.

public MOL ( ) : System.Diagnostics
return	System.Diagnostics

MOL() public method

Construct the object.

public MOL ( Problem problem ) : System.Diagnostics
problem	Problem	Problem to optimize.
return	System.Diagnostics

MOL() public method

Construct the object.

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

MOL() public method

Construct the object.

public MOL ( 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.
return	System.Diagnostics

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