Synopsis
This book is focused on mathematical analysis and rigorous design methods for fuzzy control systems based on Takagi-Sugeno fuzzy models, sometimes called Takagi-Sugeno-Kang models.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
Présentation de l'éditeur
This book is focused on mathematical analysis and rigorous design methods for fuzzy control systems based on Takagi-Sugeno fuzzy models, sometimes called Takagi-Sugeno-Kang models.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
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Analytical Methods in Fuzzy Modeling and Control (Studies in Fuzziness and Soft Computing, 241)
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Analytical Methods in Fuzzy Modeling and Control
Edité par
Springer Berlin Heidelberg Okt 2010, 2010
ISBN 10 : 3642100643
ISBN 13 : 9783642100642
Neuf
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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book is focused on mathematical analysis and rigorous design methods for fuzzy control systems based on Takagi-Sugeno fuzzy models, sometimes called Takagi-Sugeno-Kang models.The authorpresents a rather general analytical theory of exact fuzzy modeling and control of continuous and discrete-time dynamical systems. Main attention is paid to usability of the results for the control and computer engineering community and therefore simple and easy knowledge-bases for linguistic interpretationhave been used. The approach is based on the author's theorems concerning equivalence between widely used Takagi-Sugeno systems and some class of multivariate polynomials. It combines the advantages of fuzzy system theory and classical control theory. Classical control theory can be applied to modeling of dynamical plants and the controllers. They areall equivalent to the set of Takagi-Sugeno type fuzzy rules. The approach combines the best of fuzzy and conventional control theory. It enables linguistic interpretability (also called transparency) of both the plant model and the controller. In the case of linear systems and some class of nonlinear systems, engineers can in many cases directly apply well-known classical tools from the control theory both for analysis, and the design of closed-loop fuzzy control systems. Therefore the main objective of the book is to establish comprehensive and unified analytical foundations for fuzzy modeling using the Takagi-Sugeno rule schemeand their applications for fuzzy control, identification of some class of nonlinear dynamical processes and classification problem solver design. 280 pp. Englisch. N° de réf. du vendeur 9783642100642
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Analytical Methods in Fuzzy Modeling and Control
Edité par
Springer Berlin Heidelberg, 2010
ISBN 10 : 3642100643
ISBN 13 : 9783642100642
Neuf
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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents mathematical analysis and rigorous design methods for fuzzy control systems based on Takagi-Sugeno fuzzy modelsOverview about the general analytical theory of exact fuzzy modeling and control of continuous and discrete-time dynamical syst. N° de réf. du vendeur 5049046
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Taschenbuch. Etat : Neu. Analytical Methods in Fuzzy Modeling and Control | Jacek Kluska | Taschenbuch | xxvi | Englisch | 2010 | Springer Berlin | EAN 9783642100642 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. N° de réf. du vendeur 107056936
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Analytical Methods in Fuzzy Modeling and Control
Edité par
Springer Berlin Heidelberg, Springer Berlin Heidelberg Okt 2010, 2010
ISBN 10 : 3642100643
ISBN 13 : 9783642100642
Neuf
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Taschenbuch. Etat : Neu. Neuware -The technologies of fuzzy systems and fuzzy controllers, in particular, have been applied with great success to numerous real world applications. The number of entries in the INSPEC database with keywords ¿fuzzy mod- ing¿ and ¿fuzzy control¿ dated 1969¿2007is 1,541 and 9,728, respectively. In spite of the evident progress reported in terms of concepts, algorithmic - velopments and engineering practice, there are still a number of challenging and highly relevant problems. Unfortunately, the existing publications are rather silent when it comes to reporting comprehensive solutions to them. The two challenges become particularly apparent and have been triggeredby the growing complexity of the applications. The rst evident challenge we are faced with is the curse of dimensionality. Rule¿based systems and fuzzy rule¿based systems are quite a ected by this phenomenon especially when tackling problems of high dimensionality. The second one concerns a way of constructing fuzzy models which are accurate yet highly interpretable. The author of the monographhas focused on these two vital problems and o eredan interesting,originaland practically relevantinsight into their so- tions.Whendealingwithfuzzymodeling,thebookfocusesonabroadclassof Takagi¿SugenöKang (TS) fuzzy models ¿ a highly legitimate choice given a wealthof literature onthese constructs and a greatdeal of their applications. Furthermorethe TS fuzzy models havebeen asubject ofnumerousanalytical studies which have resulted in a series of interesting ndings. This situation stands in a deep contrast with the most studies carried out in the realm of fuzzy control where analytical methods are not very common.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 280 pp. Englisch. N° de réf. du vendeur 9783642100642
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Analytical Methods in Fuzzy Modeling and Control
Edité par
Springer Berlin Heidelberg, Springer Berlin Heidelberg, 2010
ISBN 10 : 3642100643
ISBN 13 : 9783642100642
Neuf
Taschenbuch
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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This book is focused on mathematical analysis and rigorous design methods for fuzzy control systems based on Takagi-Sugeno fuzzy models, sometimes called Takagi-Sugeno-Kang models.The authorpresents a rather general analytical theory of exact fuzzy modeling and control of continuous and discrete-time dynamical systems. Main attention is paid to usability of the results for the control and computer engineering community and therefore simple and easy knowledge-bases for linguistic interpretationhave been used. The approach is based on the author's theorems concerning equivalence between widely used Takagi-Sugeno systems and some class of multivariate polynomials. It combines the advantages of fuzzy system theory and classical control theory. Classical control theory can be applied to modeling of dynamical plants and the controllers. They areall equivalent to the set of Takagi-Sugeno type fuzzy rules. The approach combines the best of fuzzy and conventional control theory. It enables linguistic interpretability (also called transparency) of both the plant model and the controller. In the case of linear systems and some class of nonlinear systems, engineers can in many cases directly apply well-known classical tools from the control theory both for analysis, and the design of closed-loop fuzzy control systems. Therefore the main objective of the book is to establish comprehensive and unified analytical foundations for fuzzy modeling using the Takagi-Sugeno rule schemeand their applications for fuzzy control, identification of some class of nonlinear dynamical processes and classification problem solver design. N° de réf. du vendeur 9783642100642
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