Struct EvolutionaryParameterSpace 

pub struct EvolutionaryParameterSpace {
    pub parameters: Vec<ParameterDef>,
}

Parameter space definition for evolutionary optimization

Fields

parameters: Vec<ParameterDef>

Parameter definitions

Implementations

impl ParameterSpace

pub fn new() -> Self

Create a new parameter space

pub fn add_continuous(self, name: &str, low: f64, high: f64) -> Self

Add a continuous parameter

pub fn add_integer(self, name: &str, low: i64, high: i64) -> Self

Add an integer parameter

pub fn add_categorical(self, name: &str, choices: Vec<&str>) -> Self

Add a categorical parameter

pub fn add_boolean(self, name: &str) -> Self

Add a boolean parameter

pub fn sample(&self, rng: &mut StdRng) -> Vec<ParameterValue>

Sample parameter values

pub fn random_individual(&self, rng: &mut StdRng) -> Individual

Generate a random individual

pub fn mutate( &self, individual: &mut Individual, rng: &mut StdRng, mutation_rate: f64, )

Mutate an individual

pub fn crossover( &self, parent1: &Individual, parent2: &Individual, rng: &mut StdRng, ) -> (Individual, Individual)

Perform crossover between two individuals

Trait Implementations

impl Clone for ParameterSpace

fn clone(&self) -> ParameterSpace

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for ParameterSpace

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for ParameterSpace

fn default() -> Self

Returns the “default value” for a type.