Module argmin::core

Expand description

argmin optimization toolbox core

This module contains the traits and types necessary for implementing optimization algorithms and tools for observing the state of optimization runs and checkpointing.

Re-exports

pub use crate::solver::conjugategradient::beta::NLCGBetaUpdate;

pub use crate::solver::linesearch::LineSearch;

pub use crate::solver::trustregion::TrustRegionRadius;

Modules

Checkpointing

Macros

Observers

Convenience utilities for testing

Structs

Error

The Error type, a wrapper around a dynamic error type.

Executor

Solves an optimization problem with a solver

IterState

Maintains the state from iteration to iteration of a solver

KV

A simple key-value storage

LinearProgramState

Maintains the state from iteration to iteration of a solver

OptimizationResult

Result of an optimization returned by after running an Executor.

PopulationState

Maintains the state from iteration to iteration of a population-based solver

Problem

Wrapper around problems defined by users.

Enums

ArgminError

Argmin error type

TerminationReason

Reasons for optimization algorithms to stop

An alias for float types (f32, f64) which combines multiple commonly needed traits from num_traits, std::fmt and for serialization/deserialization (the latter only if the serde1 feature is enabled). It is automatically implemented for all types which fulfill the trait bounds.

CostFunction

Defines computation of a cost function value

DeserializeOwnedAlias

Trait alias for serdes DeserializeOwned.

Gradient

Defines the computation of the gradient.

Hessian

Defines the computation of the Hessian.

Jacobian

Defines the computation of the Jacobian.

LinearProgram

Defines a linear Program