عنوان

Fuzzy and Neural: Interactions and Applications

شابک

9783662118078

شابک

9783790818819

شماره

b407906

عنوان اصلي

Fuzzy and Neural: Interactions and Applications

نام عام مواد

[Book]

نام نخستين پديدآور

by James J. Buckley, Thomas Feuring.

محل نشرو پخش و غیره

Heidelberg :

نام ناشر، پخش کننده و غيره

Imprint: Physica,

تاریخ نشرو بخش و غیره

1998.

عنوان فروست

Studies in Fuzziness and Soft Computing,

مشخصه جلد

25

شاپا ي ISSN فروست

1434-9922 ;

متن يادداشت

1. Introduction -- 2. Fuzzy Sets and Fuzzy Functions -- 3. Neural Nets -- 4. First Approximation Results -- 5. Hybrid Neural Nets -- 6. Neural Nets Solve Fuzzy Problems -- 7. Fuzzy Neural Nets -- 8. Second Approximation Results -- 9. Hybrid Fuzzy Neural Nets -- 10. Applications of Hybrid Fuzzy Neural Nets and Fuzzy Neural Nets -- 11. Fuzzy Teaching Machine -- 12. Summary, Future Research and Conclusions.

بدون عنوان

0

متن يادداشت

This book is about recent research area described as the intersection of fuzzy sets, (layered, feedforward) neural nets and evolutionary algorithms. Also called "soft computing". The treatment is elementary in that all "proofs" have been relegated to the references and the only mathematical prerequisite is elementary differential calculus. No previous knowledge of neural nets nor fuzzy sets is needed. Most of the discussion centers around the authors' own research in this area over the last ten years. The book brings together results on: (1) approximations between neural nets and fuzzy systems; (2) building hybrid neural nets for fuzzy systems; (3) approximations between fuzzy neural nets for fuzzy systems. New results include the use of evolutionary algorithms to train fuzzy neural nets and the introduction of a "fuzzy teaching machine". The interaction between fuzzy and neural is also illustrated in the use of neural nets to solve fuzzy problems and the use of fuzzy neural nets to solve the "overfitting" problem of regular neural nets. Besides giving a comprehensive theoretical survey of these results the authors also survey the unsolved problems in this exciting, new, area of research.

شماره استاندارد بين المللي کتاب و موسيقي

9783662118078

عنوان

Springer eBooks

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Computer science.

موضوع مستند نشده

Management information systems.

مستند نام اشخاص تاييد نشده

Buckley, James J.

مستند نام اشخاص تاييد نشده

Feuring, Thomas.

مستند نام تنالگان تاييد نشده

SpringerLink (Online service)

تاريخ عمليات

20190301082400.0

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y