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minitensor::GoldsteinPrice< S, M > Class Template Reference

#include <MiniTensor_TestFunctions.h>

Inheritance diagram for minitensor::GoldsteinPrice< S, M >:
minitensor::Function_Base< FunctionDerived, S, M >

Public Types

using Base = Function_Base< GoldsteinPrice< S, M >, S, M >
 

Public Member Functions

 GoldsteinPrice ()
 
template<typename T , Index N>
value (Vector< T, N > const &X)
 
template<typename T , Index N>
Vector< T, N > gradient (Vector< T, N > const &x)
 
template<typename T , Index N>
Tensor< T, N > hessian (Vector< T, N > const &x)
 
- Public Member Functions inherited from minitensor::Function_Base< FunctionDerived, S, M >
 Function_Base ()
 
template<typename T , Index N>
value (FunctionDerived &f, Vector< T, N > const &x)
 
template<typename T , Index N>
Vector< T, N > gradient (FunctionDerived &f, Vector< T, N > const &x)
 
template<typename T , Index N>
Vector< T, N > residual (FunctionDerived &f, Vector< T, N > const &x)
 
template<typename T , Index N>
Tensor< T, N > hessian (FunctionDerived &f, Vector< T, N > const &x)
 
void set_failed (char const *const msg=nullptr)
 
bool get_failed ()
 
void clear_failed ()
 
void set_failure_message (char const *const msg=nullptr)
 
char const * get_failure_message ()
 

Static Public Attributes

static constexpr char const *const NAME {"Goldstein-Price"}
 
- Static Public Attributes inherited from minitensor::Function_Base< FunctionDerived, S, M >
static constexpr Index DIMENSION {M}
 

Additional Inherited Members

- Protected Attributes inherited from minitensor::Function_Base< FunctionDerived, S, M >
bool failed {false}
 
char const * failure_message {nullptr}
 Keep a message to inform what went wrong above.
 

Detailed Description

template<typename S, Index M = 2>
class minitensor::GoldsteinPrice< S, M >

Goldstein-Price function \( [1+(x+y+1)^2(19-14x+3x^2-14y+6xy+3y^2)] \) \( [30+(2x-3y)^2(18-32x+12x^2+48y-36xy+27y^2)] \). Two-dimensional with several local minima; global minimum of 3 at \( (0, -1) \).

Definition at line 989 of file MiniTensor_TestFunctions.h.

Member Typedef Documentation

◆ Base

template<typename S , Index M = 2>
using minitensor::GoldsteinPrice< S, M >::Base = Function_Base<GoldsteinPrice<S, M>, S, M>

Base class type.

Definition at line 1008 of file MiniTensor_TestFunctions.h.

Constructor & Destructor Documentation

◆ GoldsteinPrice()

template<typename S , Index M = 2>
minitensor::GoldsteinPrice< S, M >::GoldsteinPrice ( )
inline

Constructor.

Definition at line 996 of file MiniTensor_TestFunctions.h.

Member Function Documentation

◆ value()

template<typename S , Index M = 2>
template<typename T , Index N>
T minitensor::GoldsteinPrice< S, M >::value ( Vector< T, N > const &  X)
inline

Objective value.

Definition at line 1016 of file MiniTensor_TestFunctions.h.

◆ gradient()

template<typename S , Index M = 2>
template<typename T , Index N>
Vector< T, N > minitensor::GoldsteinPrice< S, M >::gradient ( Vector< T, N > const &  x)
inline

Gradient of the objective.

Definition at line 1056 of file MiniTensor_TestFunctions.h.

◆ hessian()

template<typename S , Index M = 2>
template<typename T , Index N>
Tensor< T, N > minitensor::GoldsteinPrice< S, M >::hessian ( Vector< T, N > const &  x)
inline

Hessian of the objective.

Definition at line 1067 of file MiniTensor_TestFunctions.h.

Member Data Documentation

◆ NAME

template<typename S , Index M = 2>
constexpr char const* const minitensor::GoldsteinPrice< S, M >::NAME {"Goldstein-Price"}
staticconstexpr

Function name.

Definition at line 1003 of file MiniTensor_TestFunctions.h.


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