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_gnn_bfgs Struct Reference

#include <gnn_bfgs.h>

Collaboration diagram for _gnn_bfgs:

[legend]

Data Fields
gnn_trainer	trainer
gsl_vector *	wnew
gsl_vector *	wold
gsl_vector *	gnew
gsl_vector *	gold
gsl_vector *	u
gsl_vector *	v
gsl_vector *	p
gsl_vector *	q
gsl_matrix *	G
gsl_matrix_view	Uview
gsl_matrix_view	Vview
gsl_matrix_view	Pview
gsl_matrix_view	Qview
gsl_matrix *	U
gsl_matrix *	V
gsl_matrix *	P
gsl_matrix *	Q
gnn_line *	line
gnn_line_search_type	alpha
double	step
double	tol
size_t	iteration
size_t	restart

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Field Documentation

gnn_line_search_type _gnn_bfgs::alpha

line search procedure Definition at line 121 of file gnn_bfgs.h.

gsl_matrix* _gnn_bfgs::G

inverse Hessian approximation Definition at line 108 of file gnn_bfgs.h.

gsl_vector* _gnn_bfgs::gnew

new gradient vector Definition at line 102 of file gnn_bfgs.h.

gsl_vector* _gnn_bfgs::gold

old gradient vector Definition at line 103 of file gnn_bfgs.h.

size_t _gnn_bfgs::iteration

Number of the current iteration Definition at line 126 of file gnn_bfgs.h.

gnn_line* _gnn_bfgs::line

line search buffers Definition at line 119 of file gnn_bfgs.h.

gsl_matrix* _gnn_bfgs::P

matrix pointer to auxiliary vector Definition at line 116 of file gnn_bfgs.h.

gsl_vector* _gnn_bfgs::p

auxiliary vector Definition at line 106 of file gnn_bfgs.h.

gsl_matrix_view _gnn_bfgs::Pview

matrix view of auxiliary vector Definition at line 112 of file gnn_bfgs.h.

gsl_matrix* _gnn_bfgs::Q

matrix pointer to auxiliary vector Definition at line 117 of file gnn_bfgs.h.

gsl_vector* _gnn_bfgs::q

auxiliary vector Definition at line 107 of file gnn_bfgs.h.

gsl_matrix_view _gnn_bfgs::Qview

matrix view of auxiliary vector Definition at line 113 of file gnn_bfgs.h.

size_t _gnn_bfgs::restart

Number of iterations required to restart Definition at line 127 of file gnn_bfgs.h.

double _gnn_bfgs::step

Initial step taken to bracket search interval Definition at line 123 of file gnn_bfgs.h.

double _gnn_bfgs::tol

Required precision for line search procedure Definition at line 124 of file gnn_bfgs.h.

gnn_trainer _gnn_bfgs::trainer

Definition at line 99 of file gnn_bfgs.h.

gsl_matrix* _gnn_bfgs::U

matrix pointer to auxiliary vector Definition at line 114 of file gnn_bfgs.h.

gsl_vector* _gnn_bfgs::u

auxiliary vector Definition at line 104 of file gnn_bfgs.h.

gsl_matrix_view _gnn_bfgs::Uview

matrix view of auxiliary vector Definition at line 110 of file gnn_bfgs.h.

gsl_matrix* _gnn_bfgs::V

matrix pointer to auxiliary vector Definition at line 115 of file gnn_bfgs.h.

gsl_vector* _gnn_bfgs::v

auxiliary vector Definition at line 105 of file gnn_bfgs.h.

gsl_matrix_view _gnn_bfgs::Vview

matrix view of auxiliary vector Definition at line 111 of file gnn_bfgs.h.

gsl_vector* _gnn_bfgs::wnew

new parameter vector Definition at line 100 of file gnn_bfgs.h.

gsl_vector* _gnn_bfgs::wold

old parameter vector Definition at line 101 of file gnn_bfgs.h.

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

• gnn_bfgs.h

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