| 书目名称 | Soft Computing |
| 副标题 | New Trends and Appli |
| 编辑 | Luigi Fortuna,Gianguido Rizzotto,Riccardo Caponett |
| 视频video | |
| 概述 | MATERIAL ORIGINALLY AVAILABLE ON CD-ROM NOW AVAILABLE FROM www..The next generation of control and signal processing engineers need a text book from which to learn.Textbook is co-written by practising |
| 丛书名称 | Advanced Textbooks in Control and Signal Processing |
| 图书封面 |  |
| 描述 | In the last decade new artificial intelligence methods for the modelling and control of complex systems, namely neural networks, fuzzy logic and probabilistic reasoning have drawn the interest of researchers and engineers. Recently, the advantages achievable by using combinations of these methods, which have independent origin and evolution, have been pointed out, generating a new paradigm which is now termed "soft-computing". This new methodology subsumes the capabilities of neural networks for modelling non-linear systems and for solving classification problems, the power of fuzzy-logic to represent approximate or heuristic reasoning and the large capabilities of evolutionary computation for problem optimisation. The book presents a clear understanding of a new type of computation system, the cellular neural network (CNN), which has been successfully applied to the solution of many heavy computation problems, mainly in the fields of image processing and complex partial differential equations. CNNs‘ computation-based systems represent new opportunities for improving the soft-computation toolbox. The application of soft computing to complex systems and in particular to chaotic syst |
| 出版日期 | Textbook 2001 |
| 关键词 | algorithms; artificial intelligence; artificial neural network; computer-aided design (CAD); dynamical s |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-1-4471-0357-8 |
| isbn_softcover | 978-1-85233-308-9 |
| isbn_ebook | 978-1-4471-0357-8Series ISSN 1439-2232 Series E-ISSN 2510-3814 |
| issn_series | 1439-2232 |
| copyright | Springer-Verlag London 2001 |
发表于 2025-3-21 16:35:22
