Sanghamitra Bandyopadhyay

(Author)

Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (2007)Hardcover - 2007, 23 April 2007

Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (2007)
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Part of Series
Natural Computing
Print Length
332 pages
Language
English
Publisher
Springer
Date Published
23 Apr 2007
ISBN-10
3540496068
ISBN-13
9783540496069

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

Product Details

Authors:
Sanghamitra BandyopadhyaySankar Kumar Pal
Book Edition:
2007
Book Format:
Hardcover
Country of Origin:
DE
Date Published:
23 April 2007
Dimensions:
23.77 x 16.18 x 2.39 cm
ISBN-10:
3540496068
ISBN-13:
9783540496069
Language:
English
Location:
Berlin, Heidelberg
Pages:
332
Publisher:
Weight:
612.35 gm

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