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Science/Engineering Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence

Posted on 2010-03-15




Name:Science/Engineering Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence
ASIN/ISBN:3540496068
Language:English
File size:6 Mb
ISBN: 3540496068
Pages: 311 pages
File Type: PDF
File Size: 6 Mb
Other Info: Springer; 1 edition (May 2007)
   Science/Engineering Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence



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Sanghamitra Bandyopadhyay, Sankar K. Pal , "Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence "

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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this book is about genetic algorithms , a genetic algorithm is a search technique used in computer programming and artificial intelligence :-) it has nothing to do with biology genetics .

the left category should've been in "Development / Programming // General // Algorithms and Patterns "

and here is the Rapidshare mirror :

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