Rprop.h File Reference

This file offers classes to use the Resilient-Backpropagation-algorithm for the optimization of the adaptive parameters of a network. More...

#include <SharkDefs.h>
#include <Array/Array.h>
#include <ReClaM/Optimizer.h>

Go to the source code of this file.

Classes
class	RpropPlus
	This class offers methods for the usage of the Resilient-Backpropagation-algorithm with weight-backtracking. More...
class	RpropMinus
	This class offers methods for the usage of the Resilient-Backpropagation-algorithm without weight-backtracking. More...
class	IRpropPlus
	This class offers methods for the usage of the improved Resilient-Backpropagation-algorithm with weight-backtracking. More...
class	IRpropMinus
	This class offers methods for the usage of the improved Resilient-Backpropagation-algorithm without weight-backtracking. More...
Typedefs
typedef IRpropPlus	Rprop99
	Used to connect the class names with the year of publication of the paper in which the algorithm was introduced.
typedef IRpropMinus	Rprop99d
	Used to connect the class names with the year of publication of the paper in which the algorithm was introduced.
typedef RpropPlus	Rprop93
	Used to connect the class names with the year of publication of the paper in which the algorithm was introduced.
typedef RpropMinus	Rprop94
	Used to connect the class names with the year of publication of the paper in which the algorithm was introduced.

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Detailed Description

This file offers classes to use the Resilient-Backpropagation-algorithm for the optimization of the adaptive parameters of a network.

Four classes with four versions of the algorithm are included in this file:

• RpropPlus: The Rprop algorithm with weight-backtracking.
• RpropMinus: The Rprop algorithm without weight-backtracking.
• IRpropPlus: An improved Rprop algorithm with weight-backtracking.
• IRpropMinus: An improved Rprop algorithm without weight-backtracking.

Author:

C. Igel, M. Hüsken

Date:

1999

Copyright (c) 1999-2000:

Institut für Neuroinformatik
Ruhr-Universität Bochum
D-44780 Bochum, Germany
Phone: +49-234-32-25558
Fax: +49-234-32-14209
eMail: Shark-admin@neuroinformatik.ruhr-uni-bochum.de
www: http://www.neuroinformatik.ruhr-uni-bochum.de

Project:

ReClaM

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This file is part of ReClaM. This library is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2, or (at your option) any later version.

This library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with this library; if not, write to the Free Software Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.

Definition in file Rprop.h.

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Typedef Documentation

typedef RpropPlus Rprop93

Used to connect the class names with the year of publication of the paper in which the algorithm was introduced.

Definition at line 1334 of file Rprop.h.

typedef RpropMinus Rprop94

Used to connect the class names with the year of publication of the paper in which the algorithm was introduced.

Definition at line 1338 of file Rprop.h.

typedef IRpropPlus Rprop99

Used to connect the class names with the year of publication of the paper in which the algorithm was introduced.

Definition at line 1326 of file Rprop.h.

typedef IRpropMinus Rprop99d

Used to connect the class names with the year of publication of the paper in which the algorithm was introduced.

Definition at line 1330 of file Rprop.h.