Book Classification and Learning Using Genetic Algorithms

Free book Classification and Learning Using Genetic Algorithms

Book Classification and Learning Using Genetic Algorithms

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-à-vis several widely used classifiers, including neural networks.

Bandyopadhyay, Sanghamitra, Pal, Sankar Kumar
Series: Natural Computing Series
Hardcover: 311 pages
Publisher: Springer; 2007 edition (April 23, 2007)
Language: English
Format: PDF
Book: FRee