Design of Interpretable Fuzzy Systems.

Cpalka, K.

ISBN 10: 3319528807 ISBN 13: 9783319528809

Edit� par Cham, Springer., 2017

Ancien(s) ou d'occasion Couverture rigide

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xi, 196 p. Hardcover. Versand aus Deutschland / We dispatch from Germany via Air Mail. Einband besto�en, daher M�ngelexemplar gestempelt, sonst sehr guter Zustand. Imperfect copy due to slightly bumped cover, apart from this in very good condition. Stamped. Sprache: Englisch. N� de r�f. du vendeur 7013EB

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This book shows that the term "interpretability" goes far beyond the concept of readability of a fuzzy set and fuzzy rules. It focuses on novel and precise operators of aggregation, inference, and defuzzification leading to flexible Mamdani-type and logical-type systems that can achieve the required accuracy using a less complex rule base. The individual chapters describe various aspects of interpretability, including appropriate selection of the structure of a fuzzy system, focusing on improving the interpretability of fuzzy systems designed using both gradient-learning and evolutionary algorithms. It also demonstrates how to eliminate various system components, such as inputs, rules and fuzzy sets, whose reduction does not adversely affect system accuracy. It illustrates the performance of the developed algorithms and methods with commonly used benchmarks. The book provides valuable tools for possible applications in many fields including expert systems, automatic control and robotics.

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Titre : Design of Interpretable Fuzzy Systems.
�diteur : Cham, Springer.
Date d'�dition : 2017
Reliure : Couverture rigide

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Design of Interpretable Fuzzy Systems

Cpa�ka, Krzysztof

Edit� par Springer, 2017

ISBN 10 : 3319528807 ISBN 13 : 9783319528809

Ancien ou d'occasion Couverture rigide

Vendeur : Buchpark, Trebbin, Allemagne

�valuation du vendeur 5 sur 5 �toiles

Etat : Hervorragend. Zustand: Hervorragend | Sprache: Englisch | Produktart: B�cher | This book shows that the term �interpretability� goes far beyond the concept of readability of a fuzzy set and fuzzy rules. It focuses on novel and precise operators of aggregation, inference, and defuzzification leading to flexible Mamdani-type and logical-type systems that can achieve the required accuracy using a less complex rule base. The individual chapters describe various aspects of interpretability, including appropriate selection of the structure of a fuzzy system, focusing on improving the interpretability of fuzzy systems designed using both gradient-learning and evolutionary algorithms. It also demonstrates how to eliminate various system components, such as inputs, rules and fuzzy sets, whose reduction does not adversely affect system accuracy. It illustrates the performance of the developed algorithms and methods with commonly used benchmarks. The book provides valuable tools for possible applications in many fields including expert systems, automatic control and robotics. N� de r�f. du vendeur 28270000/1

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Design of Interpretable Fuzzy Systems (eng)

Cpa?ka, Krzysztof

Edit� par Springer, 2017

ISBN 10 : 3319528807 ISBN 13 : 9783319528809

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Design of Interpretable Fuzzy Systems

Krzysztof Cpalka

Edit� par Springer International Publishing, 2017

ISBN 10 : 3319528807 ISBN 13 : 9783319528809

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents insights into the design of interpretable fuzzy systemsIs intended primarily for researchers in fuzzy systems and computational intelligenceWritten by a leading expert in the fieldT. N� de r�f. du vendeur 135466943

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Design of Interpretable Fuzzy Systems

Krzysztof Cpa�ka

Edit� par Springer International Publishing Feb 2017, 2017

ISBN 10 : 3319528807 ISBN 13 : 9783319528809

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Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne

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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book shows that the term 'interpretability' goes far beyond the concept of readability of a fuzzy set and fuzzy rules. It focuses on novel and precise operators of aggregation, inference, and defuzzification leading to flexible Mamdani-type and logical-type systems that can achieve the required accuracy using a less complex rule base. The individual chapters describe various aspects of interpretability, including appropriate selection of the structure of a fuzzy system, focusing on improving the interpretability of fuzzy systems designed using both gradient-learning and evolutionary algorithms. It also demonstrates how to eliminate various system components, such as inputs, rules and fuzzy sets, whose reduction does not adversely affect system accuracy. It illustrates the performance of the developed algorithms and methods with commonly used benchmarks. The book provides valuable tools for possible applications in many fields including expert systems, automatic control and robotics. 208 pp. Englisch. N� de r�f. du vendeur 9783319528809

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Design of Interpretable Fuzzy Systems

Krzysztof Cpa�ka

Edit� par Springer International Publishing, 2017

ISBN 10 : 3319528807 ISBN 13 : 9783319528809

Neuf Couverture rigide

Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne

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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This book shows that the term 'interpretability' goes far beyond the concept of readability of a fuzzy set and fuzzy rules. It focuses on novel and precise operators of aggregation, inference, and defuzzification leading to flexible Mamdani-type and logical-type systems that can achieve the required accuracy using a less complex rule base. The individual chapters describe various aspects of interpretability, including appropriate selection of the structure of a fuzzy system, focusing on improving the interpretability of fuzzy systems designed using both gradient-learning and evolutionary algorithms. It also demonstrates how to eliminate various system components, such as inputs, rules and fuzzy sets, whose reduction does not adversely affect system accuracy. It illustrates the performance of the developed algorithms and methods with commonly used benchmarks. The book provides valuable tools for possible applications in many fields including expert systems, automatic control and robotics. N� de r�f. du vendeur 9783319528809

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Design of Interpretable Fuzzy Systems

Krzysztof Cpa�ka

Edit� par Springer, Palgrave Macmillan Feb 2017, 2017

ISBN 10 : 3319528807 ISBN 13 : 9783319528809

Neuf Couverture rigide

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Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne

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Buch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book shows that the term �interpretability� goes far beyond the concept of readability of a fuzzy set and fuzzy rules. It focuses on novel and precise operators of aggregation, inference, and defuzzification leading to flexible Mamdani-type and logical-type systems that can achieve the required accuracy using a less complex rule base. The individual chapters describe various aspects of interpretability, including appropriate selection of the structure of a fuzzy system, focusing on improving the interpretability of fuzzy systems designed using both gradient-learning and evolutionary algorithms. It also demonstrates how to eliminate various system components, such as inputs, rules and fuzzy sets, whose reduction does not adversely affect system accuracy. It illustrates the performance of the developed algorithms and methods with commonly used benchmarks. The book provides valuable tools for possible applications in many fields including expert systems, automatic control and robotics.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 208 pp. Englisch. N� de r�f. du vendeur 9783319528809

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