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

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

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Nov 23, 2010 · Anglais · Broché (327 pages)
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Détails du livre

Format Broché
Pages 327
Langue Anglais
Publié Nov 23, 2010
Éditeur Springer
ISBN-10 3642080545
ISBN-13 9783642080548

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. "
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