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Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing

Name: Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01651592
Price: 39688 HUF
Availability: InStock
Author: Patricia Melin
ISBN: 9783642063251

An Evolutionary Approach for Neural Networks and Fuzzy Systems

Patricia Melin

Oscar Castillo

Language

English

Book Paperback

Libristo code: 01651592

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, November 2010

This monograph describes new methods for intelligent pattern recognition using soft computing techni... Full description

Libristo code: 01651592

271 b

39 688 Ft

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This monograph describes new methods for intelligent pattern recognition using soft computing techniques including neural networks, fuzzy logic, and genetic algorithms. Hybrid intelligent systems that combine several soft computing techniques are needed due to the complexity of pattern recognition problems. Hybrid intelligent systems can have different architectures, which have an impact on the efficiency and accuracy of pattern recognition systems, to achieve the ultimate goal of pattern recognition. This book also shows results of the application of hybrid intelligent systems to real-world problems of face, fingerprint, and voice recognition. This monograph is intended to be a major reference for scientists and engineers applying new computational and mathematical tools to intelligent pattern recognition and can be also used as a textbook for graduate courses in soft computing, intelligent pattern recognition, computer vision, or applied artificial intelligence.