Classification and Learning Using Genetic Algorithms 1

Data & IT

Classification and Learning Using Genetic Algorithms

Sanghamitra Bandyopadhyay • Sankar Kumar Pal

Pocket

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311 sidor
2010

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: Pocket/Paperback
ISBN: 9783642080548
Språk: Engelska
Antal sidor: 311
Utgivningsdatum: 2010-11-23
Förlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. K