CGMNPLib Class Reference

Inheritance diagram for CGMNPLib:

[legend]

List of all members.

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Detailed Description

class GMNPLib

Definition at line 27 of file gmnplib.h.

Public Member Functions
	CGMNPLib (float64_t *vector_y, CKernel *kernel, int32_t num_data, int32_t num_virtual_data, int32_t num_classes, float64_t reg_const)
	~CGMNPLib ()
int8_t	gmnp_imdm (float64_t *vector_c, int32_t dim, int32_t tmax, float64_t tolabs, float64_t tolrel, float64_t th, float64_t *alpha, int32_t *ptr_t, float64_t **ptr_History, int32_t verb)
void	get_indices2 (int32_t *index, int32_t *c, int32_t i)
Protected Member Functions
float64_t *	get_kernel_col (int32_t a)
float64_t *	get_col (int32_t a, int32_t b)
float64_t	kernel_fce (int32_t a, int32_t b)
Protected Attributes
float64_t *	diag_H
float64_t **	kernel_columns
float64_t *	cache_index
int32_t	first_kernel_inx
int64_t	Cache_Size
int32_t	m_num_data
float64_t	m_reg_const
float64_t *	m_vector_y
CKernel *	m_kernel
int32_t	first_virt_inx
float64_t *	virt_columns [3]
int32_t	m_num_virt_data
int32_t	m_num_classes

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Constructor & Destructor Documentation

CGMNPLib::CGMNPLib	(	float64_t *	vector_y,
		CKernel *	kernel,
		int32_t	num_data,
		int32_t	num_virtual_data,
		int32_t	num_classes,
		float64_t	reg_const
	)

constructor

Parameters:

	vector_y	vector y
	kernel	kernel
	num_data	number of data
	num_virtual_data	number of virtual data
	num_classes	number of classes
	reg_const	reg const

Definition at line 78 of file gmnplib.cpp.

CGMNPLib::~CGMNPLib

(

)

Definition at line 121 of file gmnplib.cpp.

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Member Function Documentation

int8_t CGMNPLib::gmnp_imdm	(	float64_t *	vector_c,
		int32_t	dim,
		int32_t	tmax,
		float64_t	tolabs,
		float64_t	tolrel,
		float64_t	th,
		float64_t *	alpha,
		int32_t *	ptr_t,
		float64_t **	ptr_History,
		int32_t	verb
	)

-------------------------------------------------------------- GMNP solver based on improved MDM algorithm 1.

Search strategy: u determined by common rule and v is optimized.

Usage: exitflag = gmnp_imdm( &get_col, diag_H, vector_c, dim, tmax, tolabs, tolrel, th, &alpha, &t, &History ); --------------------------------------------------------------

Definition at line 238 of file gmnplib.cpp.

void CGMNPLib::get_indices2	(	int32_t *	index,
		int32_t *	c,
		int32_t	i
	)

get indices2

Parameters:

	index	index
	c	c
	i	i

Definition at line 172 of file gmnplib.cpp.

float64_t * CGMNPLib::get_kernel_col

(

int32_t

a

)

[protected]

get kernel col

Parameters:

a

a

Returns:

col at a

Definition at line 139 of file gmnplib.cpp.

float64_t * CGMNPLib::get_col	(	int32_t	a,
		int32_t	b
	)			[protected]

get col

Parameters:

	a	a
	b	b

Returns:

col at a, b

Definition at line 190 of file gmnplib.cpp.

float64_t CGMNPLib::kernel_fce	(	int32_t	a,
		int32_t	b
	)			[protected]

kernel fce

Parameters:

	a	a
	b	b

Returns:

something floaty

Definition at line 450 of file gmnplib.cpp.

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Member Data Documentation

float64_t* CGMNPLib::diag_H [protected]

diag H

Definition at line 99 of file gmnplib.h.

float64_t** CGMNPLib::kernel_columns [protected]

kernel columns

Definition at line 101 of file gmnplib.h.

float64_t* CGMNPLib::cache_index [protected]

cache index

Definition at line 103 of file gmnplib.h.

int32_t CGMNPLib::first_kernel_inx [protected]

first kernel inx

Definition at line 105 of file gmnplib.h.

int64_t CGMNPLib::Cache_Size [protected]

cache size

Definition at line 107 of file gmnplib.h.

int32_t CGMNPLib::m_num_data [protected]

num data

Definition at line 109 of file gmnplib.h.

float64_t CGMNPLib::m_reg_const [protected]

reg const

Definition at line 111 of file gmnplib.h.

float64_t* CGMNPLib::m_vector_y [protected]

vectory

Definition at line 113 of file gmnplib.h.

CKernel* CGMNPLib::m_kernel [protected]

kernel

Definition at line 115 of file gmnplib.h.

int32_t CGMNPLib::first_virt_inx [protected]

index of first used column

Definition at line 118 of file gmnplib.h.

float64_t* CGMNPLib::virt_columns[3] [protected]

cache for three columns

Definition at line 120 of file gmnplib.h.

int32_t CGMNPLib::m_num_virt_data [protected]

number of virt data

Definition at line 122 of file gmnplib.h.

int32_t CGMNPLib::m_num_classes [protected]

number of classes

Definition at line 124 of file gmnplib.h.

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

• gmnplib.h
• gmnplib.cpp