Scine::Molassembler::Temple::TrustRegionOptimizer< FloatType > Struct Template Reference

Trust region Newton-Raphson minimizer with 2D subspace minimization. More...

#include <TrustRegion.h>

Data Structures
struct	OptimizationReturnType
	Type returned from an optimization. More...
struct	StepValues
	Stores all parameter, value, gradient and hessian data of two points. More...

Public Types
using	MatrixType = Eigen::Matrix< FloatType, Eigen::Dynamic, Eigen::Dynamic >
using	VectorType = Eigen::Matrix< FloatType, Eigen::Dynamic, 1 >

Static Public Member Functions
template<typename UpdateFunction , typename Checker >
static OptimizationReturnType	minimize (Eigen::Ref< VectorType > parameters, UpdateFunction &&function, Checker &&check)

Detailed Description

template<typename FloatType = double>
struct Scine::Molassembler::Temple::TrustRegionOptimizer< FloatType >

Trust region Newton-Raphson minimizer with 2D subspace minimization.

Template Parameters

FloatType

floating point type of the objective function

---

The documentation for this struct was generated from the following file:

• Molassembler/Temple/Optimization/TrustRegion.h