Classification and Learning Using Genetic Algorithms
Applications in Bioinformatics and Web Intelligence
Inbunden, Engelska, 2007
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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.
Produktinformation
- Utgivningsdatum2007-04-23
- Mått155 x 235 x 23 mm
- Vikt664 g
- FormatInbunden
- SpråkEngelska
- SerieNatural Computing Series
- Antal sidor311
- Upplaga2007
- FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
- ISBN9783540496069