bokomslag Classification and Learning Using Genetic Algorithms
Data & IT

Classification and Learning Using Genetic Algorithms

Sanghamitra Bandyopadhyay Sankar Kumar Pal

Inbunden

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Andra format:

  • 311 sidor
  • 2007
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.
  • Författare: Sanghamitra Bandyopadhyay, Sankar Kumar Pal
  • Format: Inbunden
  • ISBN: 9783540496069
  • Språk: Engelska
  • Antal sidor: 311
  • Utgivningsdatum: 2007-04-01
  • Förlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. K