Struct pso::PSO

pub struct PSO { /* fields omitted */ }

Particle Swarm Optimizer

Implementations

impl PSO

pub fn from_swarm_configs(
    verbose: bool,
    swarm_configs: Vec<SwarmConfig>
) -> Self

Generate a PSO from a list of Swarm Configuartions

pub fn from_swarm_config(
    num_swarms: usize,
    verbose: bool,
    swarm_config: &SwarmConfig
) -> Self

Generate a PSO with num_swarms swarms with a the given Swarm Configuration

pub fn default(num_swarms: usize, verbose: bool) -> Self

Generate a PSO with num_swarms swarms with the default Swarm Configuration

pub fn show_progress(&mut self, console_update_rate: usize)

Set the PSO to update the console with progress every console_update_rate iterations

pub fn run_job<F>(
    &self,
    job_config: JobConfig,
    objective_function: F
) -> (f64, Vec<f64>) where
    F: Fn(&[f64]) -> f64 + Clone + Sync + Send + 'static, 

Run an optimization with the given Job Configuration and Objective Funciton

Returns a tuple with the minimum cost and corresponding location in the search space The Objective Function is cloned for each swarm

Trait Implementations

impl Clone for PSO

fn clone(&self) -> PSO

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for PSO

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

Formats the value using the given formatter.