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Cover of Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence(Natural Computing Series)

Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence(Natural Computing Series)

(Hardback)

Sanghamitra Bandyopadhyay, Sankar Kumar Pal,

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG (Publisher)

Published

2007

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Technology, Engineering, Agriculture, Industrial processes Electronics and communications engineering Communications engineering / telecommunications

By: Sanghamitra Bandyopadhyay, Sankar Kumar Pal | Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG | Released: 23 Apr 2007

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