Item description for Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (Natural Computing Series) by Sanghamitra Bandyopadhyay & Sankar K. Pal...
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--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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Est. Packaging Dimensions: Length: 0.75" Width: 6" Height: 9.25" Weight: 1.35 lbs.
Release Date Jun 11, 2007
ISBN 3540496068 ISBN13 9783540496069
Availability 126 units. Availability accurate as of Jan 17, 2017 04:31.
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