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Neuro-Fuzzy Architectures and Hybrid Learning on Hardback by Danuta Rutkowska
Neuro-Fuzzy Architectures and Hybrid Learning on Hardback by Danuta Rutkowska
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Neuro-Fuzzy Architectures and Hybrid Learning

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Description

The main idea of this book is to present novel connectionist architectures of neuro-fuzzy systems, especially those based on the logical approach to fuzzy inference. In addition, hybrid learning methods are proposed to train the networks. The neuro-fuzzy architectures plus hybrid learning are considered as intelligent systems within the framework of computational and artificial intelligence. The book also provides an overview of fuzzy sets and systems, neural networks, learning algorithms (including genetic algorithms and clustering methods), as well as expert systems and perception-based systems which incorporates computing with words.
Release date Australia
December 14th, 2001
Audience
  • Professional & Vocational
Illustrations
XIII, 288 p.
Pages
288
Dimensions
156x234x19
ISBN-13
9783790814385
Product ID
2813141

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Neuro-Fuzzy Architectures and Hybrid Learning by Danuta Rutkowska
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