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Classification and Learning Using Genetic Algorithms

Applications in Bioinformatics and Web Intelligence

Language EnglishEnglish
Book Hardback
Book Classification and Learning Using Genetic Algorithms Sanghamitra Bandyopadlyay
Libristo code: 01565072
Publishers Springer, Berlin, November 2006
This book provides a unified framework that describes how genetic learning can be used to design pat... Full description
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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-

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About the book

Full name Classification and Learning Using Genetic Algorithms
Author Sanghamitra Bandyopadlyay, Sankar K. Pal
Language English
Binding Book - Hardback
Date of issue 2007
Number of pages 311
EAN 9783540496069
ISBN 3540496068
Libristo code 01565072
Publishers Springer, Berlin
Weight 614
Dimensions 156 x 234 x 19

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Mathematics & Science > Physics > Classical mechanics > Dynamics & statics
Computing & Information Technology > Computer science > Artificial intelligence > Pattern recognition
Computing & Information Technology > Computer science > Artificial intelligence > Computer vision
Mathematics & Science > Physics > Statistical physics
Mathematics & Science > Biology, life sciences > Life sciences: general issues
Technology, Engineering, Agriculture > Electronics & communications engineering > Communications engineering / telecommunications
Computing & Information Technology > Information technology: general issues
Computing & Information Technology > Computer programming / software engineering
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