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 stude…
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Produktdetails
Weitere Autoren: Pal, Sankar K.
- ISBN: 978-3-540-49606-9
- EAN: 9783540496069
- Produktnummer: 2629361
- Verlag: Springer-Verlag GmbH
- Sprache: Englisch
- Erscheinungsjahr: 2007
- Seitenangabe: 311 S.
- Masse: H24.1 cm x B16.0 cm x D2.2 cm 664 g
- Gewicht: 664
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