Package org.apache.ignite.ml.genetic

Root GA package (GA Grid)

See: Description

Interface Summary

Interface	Description
IFitnessFunction	Fitness function are used to determine how optimal a particular solution is relative to other solutions.

Class Summary

Class	Description
Chromosome	Represents a potential solution consisting of a fixed-length collection of genes.
CrossOverJob	Responsible for performing 'crossover' genetic operation for 2 X 'parent' chromosomes.
CrossOverTask	Responsible for assigning 2 X 'parent' chromosomes to produce 2 X 'child' chromosomes.
FitnessJob	Responsible for performing fitness evaluation on an individual chromosome
FitnessTask	Responsible for fitness operation
GAGrid	Central class responsible for orchestrating distributive Genetic Algorithm.
Gene	Represents the discrete parts of a potential solution (ie: Chromosome) Gene is a container for a POJO that developer will implement.
MutateJob	Responsible for applying mutation on respective Chromosome based on mutation Rate
MutateTask	Responsible for applying mutation on respective chromosomes.
RouletteWheelSelectionJob	Responsible for performing Roulette Wheel selection
RouletteWheelSelectionTask	Responsible for performing Roulette Wheel selection.
TruncateSelectionJob	Responsible for performing truncate selection
TruncateSelectionTask	Responsible for performing truncate selection.

Package org.apache.ignite.ml.genetic Description

Root GA package (GA Grid)