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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 Mathematics & science Mathematics Calculus & mathematical analysis

• Full title: Computational Intelligence Systems and Applications
• Subtitle: Neuro-Fuzzy and Fuzzy Neural Synergisms
• Author: Marian B. Gorzalczany
• Language: English
• Binding: Paperback
• Number of pages: 364
• EAN: 9783662003343
• ISBN: 3662003341
• ID: 02007858
• Publisher: Physica Verlag,Wien
• Weight: 575 g
• Dimensions: 235 × 155 × 21 mm
• Date of publishing: 14. December 2001

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