GeneticTrainer parameter info More...

Public Attributes
float	CountTopPerformers = 0.1f
	How many of the top chromosomes are marked as top performers. The mutation standard deviation will be adjusted depending on if a new chromosome enters the top performers list. More...

float	CountToKeepUnchanged = 0.4f
	How many of the top chromosomes should be left unchanged during each step. More...

float	CountToRandomize = 0.1f
	How many of the bottom chromosomes should be completely randomized. More...

readonly MutationInfo	Mutation = new MutationInfo()
	Mutation info More...

readonly GeneSwapInfo	GeneSwap = new GeneSwapInfo()
	Gene swap info More...

Detailed Description

GeneticTrainer parameter info

Member Data Documentation

◆ CountToKeepUnchanged

float SmartEngine.NeuralNetworks.GeneticTrainingInfo.CountToKeepUnchanged = 0.4f

How many of the top chromosomes should be left unchanged during each step.

A value [0..1] will unchange that percent of the population

A negative integer (-Population Count, 0) will keep that exact number of chromosomes

◆ CountTopPerformers

float SmartEngine.NeuralNetworks.GeneticTrainingInfo.CountTopPerformers = 0.1f

How many of the top chromosomes are marked as top performers. The mutation standard deviation will be adjusted depending on if a new chromosome enters the top performers list.

A value [0..1] equates to a percent of the population

A negative integer (-Population Count, 0) equates to that exact number of chromosomes.

◆ CountToRandomize

float SmartEngine.NeuralNetworks.GeneticTrainingInfo.CountToRandomize = 0.1f

How many of the bottom chromosomes should be completely randomized.

A value [0..1] will randomize that percent of the population

A negative integer (-Population Count, 0) will randomize that exact number of the population

◆ GeneSwap

readonly GeneSwapInfo SmartEngine.NeuralNetworks.GeneticTrainingInfo.GeneSwap = new GeneSwapInfo()

Gene swap info

◆ Mutation

readonly MutationInfo SmartEngine.NeuralNetworks.GeneticTrainingInfo.Mutation = new MutationInfo()

Mutation info