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Classification and Learning Using Genetic Algorithms
Hoofdkenmerken
Auteur: Sanghamitra Bandyopadhyay; Sankar Kumar Pal
Titel: Classification and Learning Using Genetic Algorithms
Uitgever: Springer Nature
ISBN: 9783540496076
ISBN boekversie: 9783540496069
Prijs: € 107,90
Verschijningsdatum: 17-05-2007
Inhoudelijke kenmerken
Categorie: Computer Vision & Pattern Recognition
Taal: English
Imprint: Springer
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

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.
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