Trait optimization::LineSearch

pub trait LineSearch: Debug {
    fn search<F>(
        &self, 
        function: &F, 
        initial_position: &[f64], 
        direction: &[f64]
    ) -> Vec<f64>
    where
        F: Function1;
}

Define a line search method, i.e., choosing an appropriate step width.

Required methods

fn search<F>(
    &self,
    function: &F,
    initial_position: &[f64],
    direction: &[f64]
) -> Vec<f64> where
    F: Function1, 

Performs the actual line search given the current position x and a direction to go to. Returns the new position.

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Implementors

impl LineSearch for ArmijoLineSearch

fn search<F>(
    &self,
    function: &F,
    initial_position: &[f64],
    direction: &[f64]
) -> Vec<f64> where
    F: Function1, 

impl LineSearch for ExactLineSearch

fn search<F>(
    &self,
    function: &F,
    initial_position: &[f64],
    direction: &[f64]
) -> Vec<f64> where
    F: Function1, 

impl LineSearch for FixedStepWidth

fn search<F>(
    &self,
    _function: &F,
    initial_position: &[f64],
    direction: &[f64]
) -> Vec<f64> where
    F: Function, 

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