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Accuracy Improvements in Linguistic Fuzzy Modeling (Studies in Fuzziness and Soft Computing) [Hardcover]

By J. Casillas, O. Cordon (Editor), F. Herrera (Editor), Luis Magdalena (Editor), J. Casillas (Editor), O. Cordon & F. Herrera
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Item description for Accuracy Improvements in Linguistic Fuzzy Modeling (Studies in Fuzziness and Soft Computing) by J. Casillas, O. Cordon, F. Herrera, Luis Magdalena, J. Casillas, O. Cordon & F. Herrera...

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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Item Specifications...


Pages   385
Est. Packaging Dimensions:   Length: 0.75" Width: 6.25" Height: 9.25"
Weight:   1.55 lbs.
Binding  Hardcover
Release Date   Aug 5, 2003
Publisher   Springer
ISBN  3540029338  
ISBN13  9783540029335  


Availability  104 units.
Availability accurate as of May 24, 2017 12:35.
Usually ships within one to two business days from La Vergne, TN.
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1Books > Calendars > Arts
2Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Artificial Intelligence
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7Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Robotics
8Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Theory of Computing
9Books > Subjects > Computers & Internet > General
10Books > Subjects > Computers & Internet > Programming > Algorithms > Fuzzy Logic
11Books > Subjects > Professional & Technical > Engineering > Computer Technology > Robotics & Automation
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