Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence
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Nov 23, 2010
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Englisch
·
Taschenbuch
(327 Seiten)
Format
Taschenbuch
Seiten
327
Sprache
Englisch
Veröffentlicht
Nov 23, 2010
Verlag
Springer
ISBN-10
3642080545
ISBN-13
9783642080548
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. "