Trait FirstOrderOptimization

pub trait FirstOrderOptimization<F, X> {
    // Required method
    fn minimize(
        &self,
        function: impl Fn(&X) -> Result<F, OptimizeError>,
        jacobian: impl Fn(&X) -> Result<X, OptimizeError>,
        initial_guess: X,
        equality_constraint: EqualityConstraint,
    ) -> Result<X, OptimizeError>;
}

First-order optimization algorithms.

Required Methods

fn minimize( &self, function: impl Fn(&X) -> Result<F, OptimizeError>, jacobian: impl Fn(&X) -> Result<X, OptimizeError>, initial_guess: X, equality_constraint: EqualityConstraint, ) -> Result<X, OptimizeError>

Dyn Compatibility

This trait is not dyn compatible.

In older versions of Rust, dyn compatibility was called "object safety", so this trait is not object safe.

Implementors

impl<F, X> FirstOrderOptimization<F, X> for GradientDescent

where X: Tensor,