Construction of a Multilayer Perceptron for a Piecewise Linearly Separable Classification Problem

Schmidt, B. von and Klawonn, F. (2001) Construction of a Multilayer Perceptron for a Piecewise Linearly Separable Classification Problem. In: Proc. Joint 9th IFSA World Congress and 20th NAFIPS International Conference, . IFSA/NAFIPS 2001, 25.-28.07.2001, Vancouver, Kanada.

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Abstract

The principal behind fuzzy control is rule-based function approximation. Fuzzy rules can also be used to design classification systems. However, the common max-min inference leads to quite restricted classification systems that decide locally on the basis of only two variables.

Document Type:

Conference or Workshop Item (Paper)

Additional Information:

LIDO-Berichtsjahr=2001,

Title:

Construction of a Multilayer Perceptron for a Piecewise Linearly Separable Classification Problem

Authors:

Authors	Institution or Email of Authors
Schmidt, B. von
Klawonn, F.

Date:

2001

Journal or Publication Title:

Proc. Joint 9th IFSA World Congress and 20th NAFIPS International Conference

Page Range:

Status:

Published

Keywords:

Classification, Multilayer Perception, MLP

Event Title:

IFSA/NAFIPS 2001

Event Location:

Vancouver, Kanada

Event Type:

international Conference

Event Dates:

25.-28.07.2001

Organizer:

North American Fuzzy Processing Society, International Fuzzy Systems Association

HGF - Research field:

Aeronautics, Space and Transport

HGF - Program:

Aeronautics

HGF - Program Themes:

L SF - Safe and Efficient Air Traffic Guidance

DLR - Research area:

Aeronautics

DLR - Program:

L SF - Safe and Efficient Air Traffic Guidance

DLR - Research theme (Project):

L - Effiziente Flugführung und Flugbetrieb (old)

Location:

Braunschweig

Institutes and Institutions:

Institute of Flight Control

Deposited By:

elib DLR-Beauftragter

Deposited On:

16 Sep 2005

Last Modified:

22 Feb 2010 16:50

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