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

Bandyopadhyay, Sanghamitra; Pal, Sankar Kumar

 
9783540496069: Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (Natural Computing Series)
Hardcover
ISBN 10: 3540496068 ISBN 13: 9783540496069
Verlag: Springer, 2007

Inhaltsangabe

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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Von der hinteren Coverseite

This book provides a unified framework that describes how genetic learning can be used to design pattern recognition and learning systems. The book is unique in the sense of describing how a search technique, the genetic algorithm, can be used for pattern classification mainly through approximating decision boundaries, and it demonstrates the effectiveness of the genetic classifiers vis-à-vis several widely used classifiers, including neural networks. It provides a balanced mixture of theories, algorithms and applications, and in particular results from the bioinformatics and Web intelligence domains.

This book will be useful to graduate students and researchers in computer science, electrical engineering, systems science, and information technology, both as a text and reference book. Researchers and practitioners in industry working in system design, control, pattern recognition, data mining, soft computing, bioinformatics and Web intelligence will also benefit.

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Verlag
Springer
Erscheinungsdatum
2007
Sprache
Englisch
ISBN 10 
3540496068
ISBN 13 
9783540496069
Einband
Tapa dura
Anzahl der Seiten
332
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Weitere beliebte Ausgaben desselben Titels

9783642080548: Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (Natural Computing Series)

Vorgestellte Ausgabe

ISBN 10:  3642080545 ISBN 13:  9783642080548
Verlag: Springer, 2010
Softcover