Computational intelligence. Principles, techniques and applications. With CD-ROM. (English) Zbl 1067.68120
Berlin: Springer (ISBN 3-540-20898-4/hbk). xxiii, 708 p. (2005).
Publisher’s description: This book presents both theories and applications of computational intelligence in a clear, precise and highly comprehensive style. The textbook addresses the fundamental aspects of fuzzy sets and logic, neural networks, evolutionary computing and belief networks. The application areas include fuzzy databases, fuzzy control, image understanding, expert systems, object recognition, criminal investigation, telecommunication networks, and intelligent robots. The book contains many numerical examples and homework problems with sufficient hints so that the students can solve them on their own. A CD-ROM containing the simulations is supplied with the book, to enable interested readers to develop their own application programs with the supplied C/ C++ toolbox.
MSC:
68T01 | General topics in artificial intelligence |
68T50 | Natural language processing |
68W05 | Nonnumerical algorithms |
68T37 | Reasoning under uncertainty in the context of artificial intelligence |
68T05 | Learning and adaptive systems in artificial intelligence |
68-01 | Introductory exposition (textbooks, tutorial papers, etc.) pertaining to computer science |