nmiPiano::Iteration Struct Reference

Structure representing an iteration, passed as is to a callback function to be able to monitor process. More...

#include <nmipiano.h>

Inheritance diagram for nmiPiano::Iteration:

Public Attributes
Eigen::MatrixXf	x_n
	Current iterate.
Eigen::MatrixXf	x_nm1
	Last iterate.
Eigen::MatrixXf	Delta_x_n
	Update: x_np1 = x_n + Delta_x_n.
float	Delta_n
	Difference between two iterates.
float	f_x_n
	Smooth objective function at current iterate.
Eigen::MatrixXf	df_x_n
	Derivative of smooth objective at current iterate.
float	g_x_n
float	L_n
	L_n of current iterate (within iterations, this is also used to estimate L_np1 via backtracking).
float	alpha_n
	alpha_n of current iterate (within iterations, this is also used to estimate alpha_np1).
int	n
	Current iteration.

Detailed Description

Structure representing an iteration, passed as is to a callback function to be able to monitor process.

Member Data Documentation

float nmiPiano::Iteration::g_x_n

Nonsmooth objective function at current iterate.

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

• lib_ipiano/nmipiano.h