Struct SimulatedAnnealing 

pub struct SimulatedAnnealing {
    pub initial_temp: f64,
    pub final_temp: f64,
    pub cooling_rate: f64,
    pub step_scale: f64,
    /* private fields */
}

Simulated Annealing optimizer.

Fields

initial_temp: f64

Initial temperature (default: 100.0)

final_temp: f64

Final temperature (default: 1e-8)

cooling_rate: f64

Cooling rate α (default: 0.95)

step_scale: f64

Perturbation scale (fraction of range, default: 0.1)

Implementations

impl SimulatedAnnealing

pub fn with_initial_temp(self, t: f64) -> Self

Set initial temperature.

pub fn with_cooling_rate(self, alpha: f64) -> Self

Set cooling rate.

pub fn with_seed(self, seed: u64) -> Self

Set random seed.

Trait Implementations

impl Clone for SimulatedAnnealing

fn clone(&self) -> SimulatedAnnealing

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SimulatedAnnealing

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

Formats the value using the given formatter.

impl Default for SimulatedAnnealing

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for SimulatedAnnealing

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PerturbativeMetaheuristic for SimulatedAnnealing

type Solution = Vec<f64>

Solution type (typically Vec<f64> for continuous, BitVec for binary)

fn optimize<F>( &mut self, objective: &F, space: &SearchSpace, budget: Budget, ) -> OptimizationResult<Self::Solution>

where F: Fn(&[f64]) -> f64,

Run optimization.

fn best(&self) -> Option<&Self::Solution>

Get the current best solution (if available).

fn history(&self) -> &[f64]

Get the convergence history.

fn reset(&mut self)

Reset the optimizer state for a new run.

impl Serialize for SimulatedAnnealing

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.