GuidedMutation Class Reference

#include <GuidedMutation.h>

Inheritance diagram for GuidedMutation:

Collaboration diagram for GuidedMutation:

Public Member Functions
	GuidedMutation (int vectorSize, const Algorithm_Parameters &params)
	Constructs a GuidedMutation object with specified vector size and algorithm parameters.
void	setIndividual (Individual &individual) override
	Sets the individual to be mutated.
void	setPopulation (const std::vector< Individual > &population, std::vector< Individual > &selected)
	Performs the guided mutation operation on the individual.
void	setParents (Individual &offspring, const Individual &parent1, const Individual &parent2)
	Sets the parents and offspring for the crossover operation.
void	apply (std::mt19937 &generator) override
	Performs the guided mutation operation on the individual.
Public Member Functions inherited from Operator
virtual	~Operator ()=default
	Virtual destructor for the Operator class.

Private Attributes
Individual *	individual
int	numUnits
double	mutationRate

Constructor & Destructor Documentation

GuidedMutation()

GuidedMutation::GuidedMutation	(	int	vectorSize,
		const Algorithm_Parameters &	params )

Constructs a GuidedMutation object with specified vector size and algorithm parameters.

Parameters

vectorSize	The size of the vector representing the individual's genetic material.
params	The algorithm parameters including the mutation rate.

Member Function Documentation

apply()

void GuidedMutation::apply ( std::mt19937 & generator )

overridevirtual

Performs the guided mutation operation on the individual.

This method performs mutation on the individual's genetic material based on the specified mutation rate. The mutation modifies the genes of the individual to introduce variations according to specific rules or heuristics.

Parameters

generator

The random number generator used to determine if mutation should occur.

Implements Operator.

setIndividual()

void GuidedMutation::setIndividual ( Individual & individual )

overridevirtual

Sets the individual to be mutated.

Parameters

individual

The individual to be mutated.

Implements Operator.

setParents()

void GuidedMutation::setParents ( Individual & offspring, const Individual & parent1, const Individual & parent2 )

inlinevirtual

Sets the parents and offspring for the crossover operation.

This method is not used by the GuidedMutation operator.

Parameters

offspring	The offspring individual to be generated.
parent1	The first parent individual.
parent2	The second parent individual.

Implements Operator.

setPopulation()

void GuidedMutation::setPopulation ( const std::vector< Individual > & population, std::vector< Individual > & selected )

inlinevirtual

Performs the guided mutation operation on the individual.

This method performs mutation on the individual's genetic material based on the specified mutation rate. The mutation modifies the genes of the individual to introduce variations according to specific rules or heuristics.

Parameters

generator

The random number generator used to determine if mutation should occur.

Implements Operator.

Field Documentation

individual

Individual* GuidedMutation::individual

private

Pointer to the individual to be mutated

mutationRate

double GuidedMutation::mutationRate

private

The mutation rate used to determine if mutation should occur

numUnits

int GuidedMutation::numUnits

private

Represents the number of units or types of operations/nodes

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The documentation for this class was generated from the following files:

• include/operators/Mutation/GuidedMutation.h
• src/operators/Mutation/GuidedMutation.cpp