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

#include <MiniTensor_TestFunctions.h>

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

Public Types

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

Public Member Functions

 McCormick ()
 
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) const
 
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 {"McCormick"}
 
- 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::McCormick< S, M >

McCormick function NLS: the residual is the gradient of \( \sin(x_1+x_2) + (x_1-x_2)^2 - 1.5 x_1 + 2.5 x_2 + 1 \). Two-dimensional with multiple minima; global minimum near \( (-0.547, -1.547) \).

Definition at line 480 of file MiniTensor_TestFunctions.h.

Member Typedef Documentation

◆ Base

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

Base class type.

Definition at line 499 of file MiniTensor_TestFunctions.h.

Constructor & Destructor Documentation

◆ McCormick()

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

Constructor.

Definition at line 487 of file MiniTensor_TestFunctions.h.

Member Function Documentation

◆ value()

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

Objective value.

Definition at line 507 of file MiniTensor_TestFunctions.h.

◆ gradient()

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

Gradient of the objective.

Definition at line 518 of file MiniTensor_TestFunctions.h.

◆ hessian()

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

Hessian of the objective.

Definition at line 540 of file MiniTensor_TestFunctions.h.

Member Data Documentation

◆ NAME

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

Function name.

Definition at line 494 of file MiniTensor_TestFunctions.h.


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