Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence - Natural Computing Series - Sanghamitra Bandyopadhyay - Books - Springer-Verlag Berlin and Heidelberg Gm - 9783642080548 - November 23, 2010
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Sanghamitra Bandyopadhyay
Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence - Natural Computing Series 1st Ed. Softcover of Orig. Ed. 2007 edition

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This book provides a unified framework that describes how genetic learning can be used to design pattern recognition and learning systems. It examines how a search technique, the genetic algorithm, can be used for pattern classification mainly through approximating decision boundaries. Coverage also demonstrates the effectiveness of the genetic classifiers vis-à-vis several widely used classifiers, including neural networks.

311 pages, 87 black & white illustrations, biography

Media Books     Paperback Book   (Book with soft cover and glued back)
Released November 23, 2010
ISBN13 9783642080548
Publishers Springer-Verlag Berlin and Heidelberg Gm
Pages 311
Dimensions 156 × 234 × 17 mm   ·   467 g
Language English  

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