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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, PaperNo.313-. 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:
AuthorsInstitution or Email of Authors
Schmidt, B. von UNSPECIFIED
Klawonn, F.UNSPECIFIED
Date:2001
Journal or Publication Title:Proc. Joint 9th IFSA World Congress and 20th NAFIPS International Conference
Page Range:PaperNo.313-
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 (old)
HGF - Program:Aeronautics
HGF - Program Themes:L SF - Safe and Efficient Air Traffic Guidance (old)
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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