Struct GradientProjection 

pub struct GradientProjection { /* private fields */ }

Gradient-based projection for smooth nonlinear constraints

Uses gradient descent to find the closest point satisfying constraints.

Implementations

impl GradientProjection

pub fn new() -> Self

Create a new gradient projection solver

pub fn with_max_iterations(self, max_iter: usize) -> Self

Set maximum iterations

pub fn with_step_size(self, step: f32) -> Self

Set step size for gradient descent

pub fn with_tolerance(self, tol: f32) -> Self

Set convergence tolerance

pub fn project( &self, x: &Array1<f32>, constraints: &[NonlinearConstraint], ) -> LogicResult<Array1<f32>>

Project onto constraints using gradient descent

pub fn project_adaptive( &self, x: &Array1<f32>, constraints: &[NonlinearConstraint], ) -> LogicResult<Array1<f32>>

Project with adaptive step size (line search)

Trait Implementations

impl Default for GradientProjection

fn default() -> Self

Returns the “default value” for a type.