Classification and Learning Using Genetic Algorithms

Applications in Bioinformatics and Web Intelligence

Inbunden, Engelska, 2007

Av Sanghamitra Bandyopadhyay, Sankar Kumar Pal

1 409 kr

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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

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