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Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence by Sanghamitra Bandyopadhyay 9783642080548
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Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence by Sanghamitra Bandyopadhyay 9783642080548

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Description

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-a-vis several widely used classifiers, including neural networks.

Book Information
ISBN 9783642080548
Author Sanghamitra Bandyopadhyay
Format Paperback
Page Count 311
Imprint Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Publisher Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Weight(grams) 510g

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