Classification and Learning Using Genetic Algorithms

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Classification and Learning Using Genetic Algorithms is written by Sanghamitra Bandyopadhyay and published by Springer Science & Business Media. It's available with International Standard Book Number or ISBN identification 3540496076 (ISBN 10) and 9783540496076 (ISBN 13).

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.