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NEURAL NETWORKS, FUZZY LOGIC, AND GENETIC ALGORITHMS : SYNTHESIS AND APPLICATIONS (WITH CD-ROM)By S. RAJASEKARAN, G. A. VIJAYALAKSHMI PA
Ebook NEURAL NETWORKS, FUZZY LOGIC, AND GENETIC ALGORITHMS : SYNTHESIS AND APPLICATIONS (WITH CD-ROM)By S. RAJASEKARAN, G. A. VIJAYALAKSHMI PA
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This book provides comprehensive introduction to a consortium of technologies underlying soft computing. The constituent technologies discussed comprise neural networks, fuzzy logic, genetic algorithms, and a number of hybrid systems which include classes such as neuro-fuzzy, fuzzy-genetic, and neuro-genetic systems. The hybridization of the technologies is demonstrated on architectures such as Fuzzy-Back-propagation Networks (NN-FL), Simplified Fuzzy ARTMAP (NN-FL), and Fuzzy Associative Memories. The book also gives an exhaustive discussion of FL-GA hybridization.
This book with a wealth of information that is clearly presented and illustrated by many examples and applications is designed for use as a text for courses in soft computing at both the senior undergraduate and first-year postgraduate engineering levels.
- Sales Rank: #746997 in eBooks
- Published on: 2013-06-16
- Released on: 2013-06-16
- Format: Kindle eBook
NEURAL NETWORKS, FUZZY LOGIC, AND GENETIC ALGORITHMS : SYNTHESIS AND APPLICATIONS (WITH CD-ROM)By S. RAJASEKARAN, G. A. VIJAYALAKSHMI PA PDF
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