Advanced Concepts in Fuzzy Logic and Systems with Membership Uncertainty
This book generalizes fuzzy logic systems for different types of uncertainty, including- semantic ambiguity resulting from limited perception or lack of knowledge about exact membership functions- lack of attributes or granularity arising from discretization of real data- imprecise description of me...
Enregistré dans:
| Auteur principal: | |
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| Format: | Livre numérique |
| Langue: | Anglais |
| Publié: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Édition: | 1st ed. 2013. |
| Collection: | Studies in Fuzziness and Soft Computing
284 |
| Accès en ligne: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Note: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Advanced Concepts in Fuzzy Logic and Systems with Membership Uncertainty, Texte imprimé, 9783642295195 |
| Résumé: | This book generalizes fuzzy logic systems for different types of uncertainty, including- semantic ambiguity resulting from limited perception or lack of knowledge about exact membership functions- lack of attributes or granularity arising from discretization of real data- imprecise description of membership functions- vagueness perceived as fuzzification of conditional attributes.Consequently, the membership uncertainty can be modeled by combining methods of conventional and type-2 fuzzy logic, rough set theory and possibility theory. In particular, this book provides a number of formulae for implementing the operation extended on fuzzy-valued fuzzy sets and presents some basic structures of generalized uncertain fuzzy logic systems, as well as introduces several of methods to generate fuzzy membership uncertainty. It is desirable as a reference book for under-graduates in higher education, master and doctor graduates in the courses of computer science, computational intelligence, or fuzzy control and classification, and is especially dedicated to researchers and practitioners in industry. |
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| Description: | Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| ISBN: | 9783642295201 |
| ISSN: | 1860-0808 |
| Accès: | Accès en ligne pour les établissements français bénéficiaires des licences nationales Accès soumis à abonnement pour tout autre établissement Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 |