Soft Computing Techniques in Knowledge-based Intelligent Engineering Systems: Approaches and Applications: v. 10 (Studies in Fuzziness and Soft Computing) - Hardcover

Reseña del editor

Presented are the theory and applications of soft computing paradigms including knowledge-based techniques, neural networks, fuzzy systems and genetic algorithms in engineering system design. The book contains 11 chapters. The first four provide an introduction to to the knowledge-based systems, neural networks, fuzzy systems and evolutionary computing techniques. The last 7 chapters include the applications of knowledge-based systems in engineering: productivity, quality and technology transfer; knowledge-based sytems in real-time applications; logic grammer in electronic circuit representation; applications of neural networks; evolution of neural structure based on cellular automata; application of ART and ARTMAP in self-organising learning, recognition and production; and applications of fuzzy systems.