Studies in Fuzziness and Soft Computing: Knowledge-Based Paradigms

Jain, Professor Lakhmi C.

Presented are innovative teaching and learning techniques for the teaching of knowledge-based paradigms. The main knowledge-based intelligent paradigms are expert systems, artificial neural networks, fuzzy systems and evolutionary computing. Expert systems are designed to mimic the performance of biological systems. Artificial neural networks can mimic the biological information processing mechanism in a very limited sense. Evolutionary computing algorithms are used for optimization applications, and fuzzy logic provides a basis for representing uncertain and imprecise knowledge.

Details

Published by: Physica

Publication Date: 1999-11-17

Format: Hardcover

ISBN-13: 9783790812466

DOI: 10.1007/978-3-7908-1868-0

Dimensions: 234cm x156cm

Pages: 334