عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9783540370581
(Number (ISBN
9783642057038
NATIONAL BIBLIOGRAPHY NUMBER
Number
b406950
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Accuracy Improvements in Linguistic Fuzzy Modeling
General Material Designation
[Book]
First Statement of Responsibility
edited by Jorge Casillas, Oscar Cordón, Francisco Herrera, Luis Magdalena.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Berlin, Heidelberg :
Name of Publisher, Distributor, etc.
Imprint: Springer,
Date of Publication, Distribution, etc.
2003.
SERIES
Series Title
Studies in Fuzziness and Soft Computing,
Volume Designation
129
ISSN of Series
1434-9922 ;
CONTENTS NOTE
Text of Note
Overview -- Accuracy Improvements Constrained by Interpretability Criteria -- Extending the Modeling Process to Improve the Accuracy -- Extending the Modeling Structure to Improve the Accuracy.
0
SUMMARY OR ABSTRACT
Text of Note
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.
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9783642057038
PIECE
Title
Springer eBooks
TOPICAL NAME USED AS SUBJECT
Artificial intelligence.
Computer science.
Economics.
Engineering.
Operations research.
Physics.
Translators (Computer programs).
PERSONAL NAME - PRIMARY RESPONSIBILITY
Casillas, Jorge.
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Cordón, Oscar.
Herrera, Francisco.
Magdalena, Luis.
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
SpringerLink (Online service)
ORIGINATING SOURCE
Date of Transaction
20190301073200.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
