Accuracy Improvements in Linguistic Fuzzy Modeling

Name: Accuracy Improvements in Linguistic Fuzzy Modeling
SKU: 2809954
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Hardback

Series:

Studies in Fuzziness and Soft Computing

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Description

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.

Release date Australia

June 4th, 2003

Audiences

General (US: Trade)
Tertiary Education (US: College)

Contributors

Edited by Francisco Herrera Triguero
Edited by Jorge Casillas
Edited by Luis Magdalena
Edited by O. Cordon

Illustrations

64 Illustrations, black and white; XII, 385 p. 64 illus.

Pages

385

Series

Studies in Fuzziness and Soft Computing

Dimensions

156x234x23

ISBN-13

9783540029335

Product ID

2809954

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