Soft computing in systems and control technology:
Soft computing is a branch of computing which, unlike hard computing, can deal with uncertain, imprecise and inexact data. The three constituents of soft computing are fuzzy-logic-based computing, neurocomputing, and genetic algorithms. Fuzzy logic contributes the capability of approximate reasoning...
Saved in:
| Format: | Electronic eBook |
|---|---|
| Language: | English |
| Published: |
Singapore
World Scientific Pub. Co.
c1999
|
| Series: | World Scientific series in robotics and intelligent systems
vol. 18 |
| Subjects: | |
| Online Access: | FHN01 Volltext |
| Summary: | Soft computing is a branch of computing which, unlike hard computing, can deal with uncertain, imprecise and inexact data. The three constituents of soft computing are fuzzy-logic-based computing, neurocomputing, and genetic algorithms. Fuzzy logic contributes the capability of approximate reasoning, neurocomputing offers function approximation and learning capabilities, and genetic algorithms provide a methodology for systematic random search and optimization. These three capabilities are combined in a complementary and synergetic fashion.This book presents a cohesive set of contributions dealing with important issues and applications of soft computing in systems and control technology. The contributions include state-of-the-art material, mathematical developments, fresh results, and how-to-do issues. Among the problems studied via neural, fuzzy, neurofuzzy and genetic methodologies are: data fusion, reinforcement learning, approximation properties, multichannel imaging, signal processing, system optimization, gaming, and several forms of control.The book can serve as a reference for researchers and practitioners in the field. Readers can find in it a large amount of useful and timely information, and thus save considerable effort in searching for other scattered literature |
| Physical Description: | xxv, 479 p. ill |
| ISBN: | 9789812816528 |
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| indexdate | 2024-07-10T07:57:49Z |
| institution | BVB |
| isbn | 9789812816528 |
| language | English |
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| series2 | World Scientific series in robotics and intelligent systems |
| spelling | Soft computing in systems and control technology editor, S.G. Tzafestas Singapore World Scientific Pub. Co. c1999 xxv, 479 p. ill txt rdacontent c rdamedia cr rdacarrier World Scientific series in robotics and intelligent systems vol. 18 Soft computing is a branch of computing which, unlike hard computing, can deal with uncertain, imprecise and inexact data. The three constituents of soft computing are fuzzy-logic-based computing, neurocomputing, and genetic algorithms. Fuzzy logic contributes the capability of approximate reasoning, neurocomputing offers function approximation and learning capabilities, and genetic algorithms provide a methodology for systematic random search and optimization. These three capabilities are combined in a complementary and synergetic fashion.This book presents a cohesive set of contributions dealing with important issues and applications of soft computing in systems and control technology. The contributions include state-of-the-art material, mathematical developments, fresh results, and how-to-do issues. Among the problems studied via neural, fuzzy, neurofuzzy and genetic methodologies are: data fusion, reinforcement learning, approximation properties, multichannel imaging, signal processing, system optimization, gaming, and several forms of control.The book can serve as a reference for researchers and practitioners in the field. Readers can find in it a large amount of useful and timely information, and thus save considerable effort in searching for other scattered literature Soft computing Tzafestas, S. G. 1939- Sonstige oth Erscheint auch als Druck-Ausgabe 9789810233815 Erscheint auch als Druck-Ausgabe 9810233817 http://www.worldscientific.com/worldscibooks/10.1142/3706#t=toc Verlag URL des Erstveroeffentlichers Volltext |
| spellingShingle | Soft computing in systems and control technology Soft computing |
| title | Soft computing in systems and control technology |
| title_auth | Soft computing in systems and control technology |
| title_exact_search | Soft computing in systems and control technology |
| title_full | Soft computing in systems and control technology editor, S.G. Tzafestas |
| title_fullStr | Soft computing in systems and control technology editor, S.G. Tzafestas |
| title_full_unstemmed | Soft computing in systems and control technology editor, S.G. Tzafestas |
| title_short | Soft computing in systems and control technology |
| title_sort | soft computing in systems and control technology |
| topic | Soft computing |
| topic_facet | Soft computing |
| url | http://www.worldscientific.com/worldscibooks/10.1142/3706#t=toc |
| work_keys_str_mv | AT tzafestassg softcomputinginsystemsandcontroltechnology |