GEP.TimeStep

Code representing a single step of the GEP algorithm resides here.

single step of fitness evaluation, selection and reproduction to make a new population

process includes:

1. expression of individuals
2. fitness evaluation
3. filtration to eliminate individuals yielding impossible fitness values (infinite or NaN)
4. preservation of best individual
5. generation of roulette selection weights
6. roulette selection of individuals
7. perform mutation operator
8. IS transposition
9. RIS transposition
10. Gene transposition
11. 1Pt recombination
12. 2Pt recombination
13. Gene recombination

Author: [e-mail]

Documentation

multiStep

Arguments

:: [Chromosome]

List of individuals

-> Genome

Genome

-> SimParams

Simulation parameters

-> Rates

Gene operator rates

-> ExpressionFunction a

Expression function

-> FitnessFunction a b

Fitness function

-> TestDict b

Fitness inputs

-> TestOuts

Fitness outputs

-> Int

Maximum number of generations to test

-> Double

Ideal fitness

-> GEPMonad (Double, [Chromosome])