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Computational Intelligence Systems and Applications

Name: Computational Intelligence Systems and Applications
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01737841
Price: 654.19 PLN
Availability: InStock
Author: Marian B. Gorzalczany
ISBN: 9783790814392

Neuro-Fuzzy and Fuzzy Neural Synergisms

Marian B. Gorzalczany

Język

Angielski

Książka Twarda

Kod Libristo: 01737841

Wydawnictwo Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, grudzień 2001

This book presents new concepts and implementations of Computational Intelligence (CI) systems (base... Cały opis

Kod Libristo: 01737841

373 b

654.19 zł

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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.