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OptimizationBridge

scirs2_core::random::ecosystem_integration

Struct OptimizationBridge

pub struct OptimizationBridge;

Expand description

Bridge for optimization algorithms requiring randomness

Implementations§

impl OptimizationBridge

pub fn genetic_algorithm_population<T>( population_size: usize, individual_generator: impl Fn(&mut Random<StdRng>) -> T, seed: u64, ) -> Vec<T>

Generate random initial population for genetic algorithms

pub fn simulated_annealing_perturbation( current_state: &[f64], temperature: f64, perturbation_scale: f64, seed: u64, ) -> Vec<f64>

Generate random perturbations for simulated annealing

pub fn random_coordinate_directions( dimensions: usize, n_directions: usize, seed: u64, ) -> Array2<f64>

Generate random directions for coordinate descent

pub fn exploration_noise( action_dimensions: usize, noise_type: ExplorationNoiseType, time_step: usize, seed: u64, ) -> Vec<f64>

Generate noise for parameter exploration in reinforcement learning

Auto Trait Implementations§

impl Freeze for OptimizationBridge

impl RefUnwindSafe for OptimizationBridge

impl Send for OptimizationBridge

impl Sync for OptimizationBridge

impl Unpin for OptimizationBridge

impl UnwindSafe for OptimizationBridge

Blanket Implementations§

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