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Book synopsis

This book presents new concepts and implementations of Computational Intelligence (CI) systems (based on neuro-fuzzy and fuzzy neural synergisms) and a broad comparative analysis with the best-known existing neuro-fuzzy systems as well as with systems representing other knowledge-discovery techniques such as rough sets, decision trees, regression trees, probabilistic rule induction etc. This presentation is preceded by a discussion of the main directions of synthesizing fuzzy sets, artificial neural networks and genetic algorithms in the framework of designing CI systems. In order to keep the book self-contained, introductions to the basic concepts of fuzzy systems, artificial neural networks and genetic algorithms are given. This book is intended for researchers and practitioners in AI/CI fields and for students of computer science or neighbouring areas.

Book details

Book category Books in English Computing & information technology Computer science Artificial intelligence

• Full title: Computational Intelligence Systems and Applications
• Subtitle: Neuro-Fuzzy and Fuzzy Neural Synergisms
• Author: Marian B. Gorzalczany
• Language: English
• Binding: Hardback
• Number of pages: 364
• EAN: 9783790814392
• ISBN: 3790814393
• ID: 01737841
• Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Weight: 1560 g
• Dimensions: 235 × 155 × 25 mm
• Date of publishing: 14. December 2001

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