Interface GeneticAlgorithmProvider

All Superinterfaces:

AlgorithmProvider

All Known Implementing Classes:

MulticoreGeneticAlgorithmProvider

public interface GeneticAlgorithmProvider
extends AlgorithmProvider

Interface for Genetic Algorithm providers.

Since:

1.2

Author:

Silvere Martin-Michiellot, Gemini AI (Google DeepMind)

Method Summary

Modifier and Type	Method	Description
default String	getAlgorithmType()	Returns the unique category of the algorithm.
default String	getName()
Real[]	solve(Function<Real[],Real> fitnessFunction, int dimensions, int populationSize, int generations, double mutationRate)
double[]	solve(ToDoubleFunction<double[]> fitnessFunction, int dimensions, int populationSize, int generations, double mutationRate)
float[]	solve(ToFloatFunction<float[]> fitnessFunction, int dimensions, int populationSize, int generations, float mutationRate)

Methods inherited from interface AlgorithmProvider

description, getMetadata, getPriority, isAvailable, score, shutdown

Method Details

solve

float[] solve(ToFloatFunction<float[]> fitnessFunction,
 int dimensions,
 int populationSize,
 int generations,
 float mutationRate)

solve

double[] solve(ToDoubleFunction<double[]> fitnessFunction,
 int dimensions,
 int populationSize,
 int generations,
 double mutationRate)

solve

Real[] solve(Function<Real[],Real> fitnessFunction,
 int dimensions,
 int populationSize,
 int generations,
 double mutationRate)

getName

default String getName()

Specified by:

getName in interface AlgorithmProvider

getAlgorithmType

default String getAlgorithmType()

Description copied from interface: AlgorithmProvider

Returns the unique category of the algorithm.

Specified by:

getAlgorithmType in interface AlgorithmProvider