optimize.h File Reference

Some generic optimization algorithms. More...

#include <assert.h>
#include <iostream>
#include <utility>
#include "vectorop.h"

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Namespaces
namespace	lemga
namespace	lemga::details
Classes
struct	_search
	Interface used in iterative optimization algorithms. More...
struct	_gradient_descent
	Gradient descent. More...
struct	_gd_weightdecay
	Gradient descent with weight decay. More...
struct	_gd_momentum
	Gradient descent with momentum. More...
struct	_gd_adaptive
struct	_line_search
struct	_conjugate_gradient
Functions
template<class SEARCH>
void	lemga::iterative_optimize (SEARCH s)
	Main search routine.
template<class LM, class Dir, class Step, class Cost>
Step	lemga::details::line_search (LM &lm, const Dir &w, Cost &cst3, const Dir &dir, Step step)

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Detailed Description

Some generic optimization algorithms.

Id

optimize.h 1917 2005-01-07 01:25:30Z ling

Definition in file optimize.h.

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