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mod builder;
pub use self::builder::{
Builder as ConfigBuilder, TryFromBuilderError as TryFromConfigBuilderError,
};
use crate::chromosome::Chromosome;
use crate::compete::CompeteDispatch;
use crate::crossover::CrossoverDispatch;
use crate::fitness::{Fitness, FitnessValue};
use crate::genotype::{Genotype, MultiDiscreteGenotype};
use crate::mutate::MutateDispatch;
use crate::strategy::evolve::EvolveBuilder;
use std::ops::Range;
#[derive(Clone, Debug)]
pub struct Config<G: Genotype, F: Fitness<Genotype = G>> {
pub evolve_builder: EvolveBuilder<G, MutateDispatch, F, CrossoverDispatch, CompeteDispatch>,
pub evolve_fitness_to_micro_second_factor: FitnessValue,
pub rounds: usize,
pub population_sizes: Vec<usize>,
pub max_stale_generations_options: Vec<Option<usize>>,
pub target_fitness_score_options: Vec<Option<FitnessValue>>,
pub degeneration_range_options: Vec<Option<Range<f32>>>,
pub mutates: Vec<MutateDispatch>,
pub crossovers: Vec<CrossoverDispatch>,
pub competes: Vec<CompeteDispatch>,
}
impl<G: Genotype, F: Fitness<Genotype = G>> Config<G, F> {
pub fn builder() -> ConfigBuilder<G, F> {
ConfigBuilder::new()
}
pub fn evolve_builder_for_chromosome(
&self,
chromosome: &Chromosome<MultiDiscreteGenotype>,
) -> EvolveBuilder<G, MutateDispatch, F, CrossoverDispatch, CompeteDispatch> {
let genes = &chromosome.genes;
self.evolve_builder
.clone()
.with_population_size(self.population_sizes[genes[0]])
.with_max_stale_generations_option(self.max_stale_generations_options[genes[1]])
.with_target_fitness_score_option(self.target_fitness_score_options[genes[2]])
.with_degeneration_range_option(self.degeneration_range_options[genes[3]].clone())
.with_mutate(self.mutates[genes[4]].clone())
.with_crossover(self.crossovers[genes[5]].clone())
.with_compete(self.competes[genes[6]].clone())
}
pub fn build_genotype(&self) -> MultiDiscreteGenotype {
MultiDiscreteGenotype::builder()
.with_allele_multi_values(vec![
(0..self.population_sizes.len()).collect(),
(0..self.max_stale_generations_options.len()).collect(),
(0..self.target_fitness_score_options.len()).collect(),
(0..self.degeneration_range_options.len()).collect(),
(0..self.mutates.len()).collect(),
(0..self.crossovers.len()).collect(),
(0..self.competes.len()).collect(),
])
.build()
.unwrap()
}
}
impl<G: Genotype, F: Fitness<Genotype = G>> TryFrom<ConfigBuilder<G, F>> for Config<G, F> {
type Error = TryFromConfigBuilderError;
fn try_from(builder: ConfigBuilder<G, F>) -> Result<Self, Self::Error> {
if builder.evolve_builder.is_none() {
Err(TryFromConfigBuilderError(
"MetaConfig requires an EvolveBuilder",
))
} else if builder
.evolve_builder
.as_ref()
.map(|e| e.genotype.is_none())
.unwrap()
{
Err(TryFromConfigBuilderError(
"MetaConfig's EvolveBuilder requires a Genotype",
))
} else if builder
.evolve_builder
.as_ref()
.map(|e| e.fitness.is_none())
.unwrap()
{
Err(TryFromConfigBuilderError(
"MetaConfig's EvolveBuilder requires a Fitness",
))
} else if builder.population_sizes.is_empty() {
Err(TryFromConfigBuilderError(
"MetaConfig requires at least one population_size",
))
} else if builder
.max_stale_generations_options
.iter()
.all(|o| o.is_none())
&& builder
.target_fitness_score_options
.iter()
.all(|o| o.is_none())
{
Err(TryFromConfigBuilderError(
"MetaConfig requires at least one max_stale_generations_option or target_fitness_score_option that is not None",
))
} else if builder.degeneration_range_options.is_empty() {
Err(TryFromConfigBuilderError(
"MetaConfig requires at least one degeneration_range_option, None is allowed",
))
} else if builder.mutates.is_empty() {
Err(TryFromConfigBuilderError(
"MetaConfig requires at least one Mutate strategy",
))
} else if builder.crossovers.is_empty() {
Err(TryFromConfigBuilderError(
"MetaConfig requires at least one Crossover strategy",
))
} else if builder.competes.is_empty() {
Err(TryFromConfigBuilderError(
"MetaConfig requires at least one Compete strategy",
))
} else {
Ok(Self {
evolve_builder: builder.evolve_builder.unwrap(),
evolve_fitness_to_micro_second_factor: builder
.evolve_fitness_to_micro_second_factor,
rounds: builder.rounds,
population_sizes: builder.population_sizes,
max_stale_generations_options: builder.max_stale_generations_options,
target_fitness_score_options: builder.target_fitness_score_options,
degeneration_range_options: builder.degeneration_range_options,
mutates: builder.mutates,
crossovers: builder.crossovers,
competes: builder.competes,
})
}
}
}