Soft computing techniques in knowledge based intelligent engineering systems
Authors
Parameters
More about the book
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.
Book purchase
Soft computing techniques in knowledge based intelligent engineering systems, L. C. Jain
- Language
- Released
- 1997
Payment methods
- Title
- Soft computing techniques in knowledge based intelligent engineering systems
- Language
- English
- Authors
- L. C. Jain
- Publisher
- Physica-Verl.
- Released
- 1997
- ISBN10
- 3790810355
- ISBN13
- 9783790810356
- Series
- Studies in fuzziness and soft computing
- Category
- Computers, IT, Programming
- Description
- 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.