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Accuracy Improvements in Linguistic Fuzzy Modeling (Studies in Fuzziness and Soft Computing, Band 129) - Hardcover

 
9783540029335: Accuracy Improvements in Linguistic Fuzzy Modeling (Studies in Fuzziness and Soft Computing, Band 129)
Hardcover
ISBN 10: 3540029338 ISBN 13: 9783540029335
Verlag: Springer, 2003

Inhaltsangabe

Fuzzy modeling usually comes with two contradictory requirements: interpretability, which is the capability to express the real system behavior in a comprehensible way, and accuracy, which is the capability to faithfully represent the real system. In this framework, one of the most important areas is linguistic fuzzy modeling, where the legibility of the obtained model is the main objective. This task is usually developed by means of linguistic (Mamdani) fuzzy rule-based systems. An active research area is oriented towards the use of new techniques and structures to extend the classical, rigid linguistic fuzzy modeling with the main aim of increasing its precision degree. Traditionally, this accuracy improvement has been carried out without considering the corresponding interpretability loss. Currently, new trends have been proposed trying to preserve the linguistic fuzzy model description power during the optimization process. Written by leading experts in the field, this volume collects some representative researcher that pursue this approach.

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Fuzzy modeling usually comes with two contradictory requirements: interpretability, which is the capability to express the real system behavior in a comprehensible way, and accuracy, which is the capability to faithfully represent the real system. In this framework, one of the most important areas is linguistic fuzzy modeling, where the legibility of the obtained model is the main objective. This task is usually developed by means of linguistic (Mamdani) fuzzy rule-based systems. An active research area is oriented towards the use of new techniques and structures to extend the classical, rigid linguistic fuzzy modeling with the main aim of increasing its precision degree. Traditionally, this accuracy improvement has been carried out without considering the corresponding interpretability loss. Currently, new trends have been proposed trying to preserve the linguistic fuzzy model description power during the optimization process. Written by leading experts in the field, this volume collects some representative researcher that pursue this approach.

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Verlag
Springer
Erscheinungsdatum
2003
Sprache
Englisch
ISBN 10 
3540029338
ISBN 13 
9783540029335
Einband
Gebundene Ausgabe
Anzahl der Seiten
397
Herausgeber
Casillas Jorge, Cordón O., Herrera Triguero Francisco, Magdalena Luis
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