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Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence

Contributor(s): Bandyopadhyay, Sanghamitra (Author), Pal, Sankar Kumar (Author)

ISBN: 9783642080548

Publisher: Springer

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Pub Date: November 23, 2010

Dewey: 004.0151

Lexile Code: 0000

Target Age Group: NA to NA

Physical Info: 0.69" H x 9.21" L x 6.14" W ( 1.03 lbs) 311 pages

Series: Natural Computing

Descriptions, Reviews, etc.

Description:

This book provides a unified framework that describes how genetic learning can be used to design pattern recognition and learning systems. It provides a balanced mixture of theories, algorithms and applications, and in particular results from the bioinformatics and Web intelligence domains. The book will be useful to graduate students and researchers in computer science, electrical engineering, systems science, and information technology, both as a text and reference book. Researchers and practitioners in industry working in system design, control, pattern recognition, data mining, soft computing, bioinformatics and Web intelligence will also benefit.

Review Quotes: "This book tries to balance the mixture of theories, algorithms, and applications and is a good reference for people who want to solve a complex optimization problem for their field. ... Overall, this book is well organized and well written. There is no doubt that this is another good pattern recognition reference to have on one's bookshelf." (Zheng Liu, IAPR Newsletter 30(4), October 2008)

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