Data & IT
Classification and Learning Using Genetic Algorithms
Sanghamitra Bandyopadhyay • Sankar Kumar Pal
Inbunden
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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. 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-a-vis several widely used classifiers, including neural networks.
- Format: Inbunden
- ISBN: 9783540496069
- Språk: Engelska
- Antal sidor: 311
- Utgivningsdatum: 2007-04-01
- Förlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. K