Classification and Learning Using Genetic Algorithms (Natural Computing)

by Sanghamitra Bandyopadhyay and Sankar Kumar Pal

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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.

  • ISBN10 3540833234
  • ISBN13 9783540833239
  • Publish Date 25 August 2008 (first published 1 January 2007)
  • Publish Status Withdrawn
  • Out of Print 18 October 2014
  • Publish Country US
  • Imprint Springer
  • Format Paperback (US Trade)
  • Pages 340
  • Language English