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

Bandyopadhyay, Sanghamitra; Pal, Sankar Kumar

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

Sinopsis

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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De la contraportada

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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Editorial
Springer
Año de publicación
2007
Idioma
Inglés
ISBN 10 
3540496068
ISBN 13 
9783540496069
Encuadernación
Tapa dura
Número de páginas
332
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Otras ediciones populares con el mismo título

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

Edición Destacada

ISBN 10:  3642080545 ISBN 13:  9783642080548
Editorial: Springer, 2010
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