Fuzzy neural network theory and application:
This book systematically synthesizes research achievements in the field of fuzzy neural networks in recent years. It also provides a comprehensive presentation of the developments in fuzzy neural networks, with regard to theory as well as their application to system modeling and image restoration. S...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Singapore
World Scientific Pub. Co.
c2004
|
| Schriftenreihe: | Series in machine perception and artificial intelligence
v. 59 |
| Schlagworte: | |
| Online-Zugang: | FHN01 Volltext |
| Zusammenfassung: | This book systematically synthesizes research achievements in the field of fuzzy neural networks in recent years. It also provides a comprehensive presentation of the developments in fuzzy neural networks, with regard to theory as well as their application to system modeling and image restoration. Special emphasis is placed on the fundamental concepts and architecture analysis of fuzzy neural networks. The book is unique in treating all kinds of fuzzy neural networks and their learning algorithms and universal approximations, and employing simulation examples which are carefully designed to help the reader grasp the underlying theory. This is a valuable reference for scientists and engineers working in mathematics, computer science, control or other fields related to information processing. It can also be used as a textbook for graduate courses in applied mathematics, computer science, automatic control and electrical engineering |
| Beschreibung: | xvii, 376 p. ill |
| ISBN: | 9789812794215 |
Internformat
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| 520 | |a This book systematically synthesizes research achievements in the field of fuzzy neural networks in recent years. It also provides a comprehensive presentation of the developments in fuzzy neural networks, with regard to theory as well as their application to system modeling and image restoration. Special emphasis is placed on the fundamental concepts and architecture analysis of fuzzy neural networks. The book is unique in treating all kinds of fuzzy neural networks and their learning algorithms and universal approximations, and employing simulation examples which are carefully designed to help the reader grasp the underlying theory. This is a valuable reference for scientists and engineers working in mathematics, computer science, control or other fields related to information processing. It can also be used as a textbook for graduate courses in applied mathematics, computer science, automatic control and electrical engineering | ||
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| id | DE-604.BV044635604 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:57:47Z |
| institution | BVB |
| isbn | 9789812794215 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030033576 |
| oclc_num | 1012651567 |
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| owner | DE-92 |
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| physical | xvii, 376 p. ill |
| psigel | ZDB-124-WOP ZDB-124-WOP FHN_PDA_WOP |
| publishDate | 2004 |
| publishDateSearch | 2004 |
| publishDateSort | 2004 |
| publisher | World Scientific Pub. Co. |
| record_format | marc |
| series2 | Series in machine perception and artificial intelligence |
| spelling | Liu, Puyin Verfasser aut Fuzzy neural network theory and application Puyin Liu, Hongxing Li Singapore World Scientific Pub. Co. c2004 xvii, 376 p. ill txt rdacontent c rdamedia cr rdacarrier Series in machine perception and artificial intelligence v. 59 This book systematically synthesizes research achievements in the field of fuzzy neural networks in recent years. It also provides a comprehensive presentation of the developments in fuzzy neural networks, with regard to theory as well as their application to system modeling and image restoration. Special emphasis is placed on the fundamental concepts and architecture analysis of fuzzy neural networks. The book is unique in treating all kinds of fuzzy neural networks and their learning algorithms and universal approximations, and employing simulation examples which are carefully designed to help the reader grasp the underlying theory. This is a valuable reference for scientists and engineers working in mathematics, computer science, control or other fields related to information processing. It can also be used as a textbook for graduate courses in applied mathematics, computer science, automatic control and electrical engineering Neural networks (Computer science) Fuzzy systems Li, Hong-Xing 1953- Sonstige oth Erscheint auch als Druck-Ausgabe 9789812387868 Erscheint auch als Druck-Ausgabe 9812387862 http://www.worldscientific.com/worldscibooks/10.1142/5493#t=toc Verlag URL des Erstveroeffentlichers Volltext |
| spellingShingle | Liu, Puyin Fuzzy neural network theory and application Neural networks (Computer science) Fuzzy systems |
| title | Fuzzy neural network theory and application |
| title_auth | Fuzzy neural network theory and application |
| title_exact_search | Fuzzy neural network theory and application |
| title_full | Fuzzy neural network theory and application Puyin Liu, Hongxing Li |
| title_fullStr | Fuzzy neural network theory and application Puyin Liu, Hongxing Li |
| title_full_unstemmed | Fuzzy neural network theory and application Puyin Liu, Hongxing Li |
| title_short | Fuzzy neural network theory and application |
| title_sort | fuzzy neural network theory and application |
| topic | Neural networks (Computer science) Fuzzy systems |
| topic_facet | Neural networks (Computer science) Fuzzy systems |
| url | http://www.worldscientific.com/worldscibooks/10.1142/5493#t=toc |
| work_keys_str_mv | AT liupuyin fuzzyneuralnetworktheoryandapplication AT lihongxing fuzzyneuralnetworktheoryandapplication |