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Gegov, Alexander:

Fuzzy Networks for Complex Systems A Modular Rule Base Approach Alexander Gegov Buch Studies in Fuzziness and Soft Computing Englisch 2010 - gebunden oder broschiert

2010, ISBN: 9783642155994

[ED: Gebunden], [PU: Springer Berlin], This book introduces the novel concept of a fuzzy network whose nodes are rule bases and the connections between the nodes are the interactions betw… Mehr…

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Gegov, Alexander:

Fuzzy Networks for Complex Systems A Modular Rule Base Approach Alexander Gegov Buch Studies in Fuzziness and Soft Computing Englisch 2010 - gebunden oder broschiert

2010, ISBN: 9783642155994

[ED: Gebunden], [PU: Springer Berlin], This book introduces the novel concept of a fuzzy network whose nodes are rule bases and the connections between the nodes are the interactions betw… Mehr…

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Gegov, Alexander:
Fuzzy Networks for Complex Systems A Modular Rule Base Approach - gebunden oder broschiert

2010

ISBN: 3642155995

2011 Gebundene Ausgabe Intelligenz / Künstliche Intelligenz, KI, Künstliche Intelligenz - AI, Mathematik / Technik, Ingenieurwissenschaften, Handwerk, Statistik, Mathematische Physik, M… Mehr…

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Alexander Gegov:
Fuzzy Networks for Complex Systems - gebunden oder broschiert

ISBN: 9783642155994

Hardback, [PU: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG], This book introduces the novel concept of a fuzzy network whose nodes are rule bases and the connections between the n… Mehr…

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Alexander Gegov:
Fuzzy Networks for Complex Systems - gebunden oder broschiert

2010, ISBN: 9783642155994

A Modular Rule Base Approach, Buch, Hardcover, 2011, [PU: Springer Berlin], Springer Berlin, 2010

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Bibliographische Daten des bestpassenden Buches

Details zum Buch
Fuzzy Networks for Complex Systems

This book introduces the novel concept of a fuzzy network whose nodes are rule bases and the connections between the nodes are the interactions between the rule bases in the form of outputs fed as inputs. The concept is presented as a systematic study for improving the feasibility and transparency of fuzzy models by means of modular rule bases whereby the model accuracy and efficiency can be optimised in a flexible way. The study uses an effective approach for fuzzy rule based modelling of complex systems that are characterised by attributes such as nonlinearity, uncertainty, dimensionality and structure.The approach is illustrated by formal models for fuzzy networks, basic and advanced operations on network nodes, properties of operations, feedforward and feedback fuzzy networks as well as evaluation of fuzzy networks. The results are demonstrated by numerous examples, two case studies and software programmes within the Matlab environment that implement some of the theoretical methods from the book. The book shows the novel concept of a fuzzy network with networked rule bases as a bridge between the existing concepts of a standard fuzzy system with a single rule base and a hierarchical fuzzy system with multiple rule bases.

Detailangaben zum Buch - Fuzzy Networks for Complex Systems


EAN (ISBN-13): 9783642155994
ISBN (ISBN-10): 3642155995
Gebundene Ausgabe
Erscheinungsjahr: 2010
Herausgeber: Springer Berlin
290 Seiten
Gewicht: 0,589 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 2009-03-21T21:41:48+01:00 (Berlin)
Detailseite zuletzt geändert am 2023-07-04T16:17:18+02:00 (Berlin)
ISBN/EAN: 9783642155994

ISBN - alternative Schreibweisen:
3-642-15599-5, 978-3-642-15599-4
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: alexander, gego
Titel des Buches: fuzzy systeme, rule, buch alexander, 259, complex systems


Daten vom Verlag:

Autor/in: Alexander Gegov
Titel: Studies in Fuzziness and Soft Computing; Fuzzy Networks for Complex Systems - A Modular Rule Base Approach
Verlag: Springer; Springer Berlin
290 Seiten
Erscheinungsjahr: 2010-10-04
Berlin; Heidelberg; DE
Gedruckt / Hergestellt in Niederlande.
Sprache: Englisch
160,49 € (DE)
164,99 € (AT)
177,00 CHF (CH)
POD
XIV, 290 p. 297 illus., 8 illus. in color.

BB; Hardcover, Softcover / Technik/Allgemeines, Lexika; Mathematik für Ingenieure; Verstehen; Technik; Chained Fuzzy Systems; Complex Systems; Fuzzy Networks; Fuzzy Systems; Hierarchical Fuzzy Systems; Rule Based Systems; Mathematical and Computational Engineering Applications; Artificial Intelligence; Complex Systems; Theoretical, Mathematical and Computational Physics; Künstliche Intelligenz; Kybernetik und Systemtheorie; Mathematische Physik; EA; BC

This book introduces the novel concept of a fuzzy network whose nodes are rule bases and the connections between the nodes are the interactions between the rule bases in the form of outputs fed as inputs. The concept is presented as a systematic study for improving the feasibility and transparency of fuzzy models by means of modular rule bases whereby the model accuracy and efficiency can be optimised in a flexible way. The study uses an effective approach for fuzzy rule based modelling of complex systems that are characterised by attributes such as nonlinearity, uncertainty, dimensionality and structure.The approach is illustrated by formal models for fuzzy networks, basic and advanced operations on network nodes, properties of operations, feedforward and feedback fuzzy networks as well as evaluation of fuzzy networks. The results are demonstrated by numerous examples, two case studies and software programmes within the Matlab environment that implement some of the theoretical methods from the book. The book shows the novel concept of a fuzzy network with networked rule bases as a bridge between the existing concepts of a standard fuzzy system with a single rule base and a hierarchical fuzzy system with multiple rule bases.
Novel research results in the emerging area of fuzzy rule based networks Written by leading experts in this field State-of-the-Art book

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9783642156007 Fuzzy Networks for Complex Systems (Alexander Gegov)


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