Trait ga::traits::Genome

pub trait Genome {
    fn genesis(rng: &mut Rng) -> Self;
    fn mutate(&self, rate: f32, rng: &mut Rng) -> Self;
    fn cross(&self, other: &Self, rng: &mut Rng) -> Self;
    fn fitness<O>(&self) -> O
    where
        O: Ord;
}

Interface for randomly mutating, crossing over, and creating a genome used in genetic algorithms

Required Methods

fn genesis(rng: &mut Rng) -> Self

Create an entirely random Genome

Arguments

• rng: Random number generator to pull randomness from

fn mutate(&self, rate: f32, rng: &mut Rng) -> Self

Randomly mutate the Genome

Argument

• rate: probability (0.0, 1.0) of each codon mutating
• rng: Random number generator to pull randomness from

Return

New mutated genome

fn cross(&self, other: &Self, rng: &mut Rng) -> Self

Cross this genome with another

Arguments

• other: the "mate" of this organism that will cross genomes
• rng: Random number generator to pull randomness from

Return

A randomly crossed genome

fn fitness<O>(&self) -> O where
    O: Ord, 

Get the fitness of the organism

Implementors