C# Class SwarmOps.FitnessTraceQuartiles

Store fitness-values at intervals during optimization runs and write their quartiles to a file afterwards. This only supports a fixed number of optimization runs and iterations per run which must therefore be known in advance. Keep the number of intervals small because it requires much memory.

A matrix of fitness values is being stored and their quartiles computed after optimization.

Inheritance: FitnessTrace

Mostrar archivo Open project: DanWBR/dwsim3 Class Usage Examples

Protected Properties

Property	Type	Description
Trace	List[]

Public Methods

Method	Description
Clear ( ) : void	Clear the stored fitness trace.
FitnessTraceQuartiles ( int numRuns, int numIterations, int numIntervals ) : System.Collections.Generic	Construct a new object.
FitnessTraceQuartiles ( int numRuns, int numIterations, int numIntervals, FitnessTrace chainedFitnessTrace ) : System.Collections.Generic	Construct a new object.
Write ( TextWriter writer ) : void	Write fitness-trace to a TextWriter stream.

Protected Methods

Method	Description
Log ( int index, double fitness, bool feasible ) : void	Log a fitness.

Method Details

Clear() public method

Clear the stored fitness trace.

public Clear ( ) : void
return	void

FitnessTraceQuartiles() public method

Construct a new object.

public FitnessTraceQuartiles ( int numRuns, int numIterations, int numIntervals ) : System.Collections.Generic
numRuns	int	Number of optimization to be performed.
numIterations	int	Number of iterations per optimization run.
numIntervals	int	Approximate number of intervals to show quartiles.
return	System.Collections.Generic

FitnessTraceQuartiles() public method

Construct a new object.

public FitnessTraceQuartiles ( int numRuns, int numIterations, int numIntervals, FitnessTrace chainedFitnessTrace ) : System.Collections.Generic
numRuns	int	Number of optimization to be performed.
numIterations	int	Number of iterations per optimization run.
numIntervals	int	Approximate number of intervals to show quartiles.
chainedFitnessTrace	FitnessTrace	Chained FitnessTrace object.
return	System.Collections.Generic

Log() protected method

Log a fitness.

protected Log ( int index, double fitness, bool feasible ) : void
index	int	Index into fitness-trace, mapped from optimization iteration.
fitness	double	Fitness value to log.
feasible	bool	Feasibility (constraint satisfaction) to log.
return	void

Write() public method

Write fitness-trace to a TextWriter stream.

public Write ( TextWriter writer ) : void
writer	System.IO.TextWriter
return	void

Property Details

Trace protected_oe property

Matrix for storage of the fitness trace.

protected List[] Trace
return	List[]