use rand::Rng;
use crate::engines::genome::chromosome::Chromosome;
use crate::engines::genome::genes::gene::Gene;
use super::mutate::Mutate;
pub struct SwapMutator {
rate: f32,
}
impl SwapMutator {
pub fn new(rate: f32) -> Self {
Self { rate }
}
}
impl<G: Gene<G, A>, A> Mutate<G, A> for SwapMutator {
fn mutate_rate(&self) -> f32 {
self.rate
}
fn mutate_chromosome(&self, chromosome: &mut Chromosome<G, A>, probability: f32) -> i32 {
let mut random = rand::thread_rng();
let mut mutations = 0;
for i in 0..chromosome.len() {
if random.gen::<f32>() < probability {
let swap_index = random.gen_range(0..chromosome.len());
if swap_index == i {
continue;
}
mutations += 1;
let curr_gene = chromosome.get_gene(i);
let swap_gene = chromosome.get_gene(swap_index);
chromosome.set_gene(i, curr_gene.from_allele(&swap_gene.allele()));
}
}
mutations
}
}