Struct ParetoFrontier 

pub struct ParetoFrontier {
    pub non_dominated: Vec<usize>,
    pub dominated: Vec<usize>,
}

A Pareto frontier: the set of non-dominated points from a collection of experiments.

Fields

non_dominated: Vec<usize>

Indices into the original results vector for non-dominated points.

dominated: Vec<usize>

Indices of dominated points (retained for analysis).

Implementations

impl ParetoFrontier

pub fn compute(results: &[ExperimentResult]) -> Self

Compute the Pareto frontier from a slice of experiment results. Returns a frontier with indices into the original slice.

pub fn frontier_size(&self) -> usize

Number of non-dominated points.

pub fn frontier_results<'a>( &self, results: &'a [ExperimentResult], ) -> Vec<&'a ExperimentResult>

Get the non-dominated experiment results.

pub fn to_json(&self, results: &[ExperimentResult]) -> String

Serialize the frontier to JSON for external dashboard export.

Trait Implementations

impl Clone for ParetoFrontier

fn clone(&self) -> ParetoFrontier

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ParetoFrontier

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

Formats the value using the given formatter.

impl Default for ParetoFrontier

fn default() -> ParetoFrontier

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for ParetoFrontier

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ParetoFrontier

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

where __S: Serializer,

Serialize this value into the given Serde serializer.