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Classification and Learning Using Genetic Algorithms

Classification and Learning Using Genetic Algorithms

Authors
Publisher Springer Nature
Year 17/05/2007
Version eBook: Fixed Page eTextbook (PDF)
Language English
ISBN 9783540496076
Categories Physics, Communications engineering / telecommunications, Computer programming / software development, Computer science, Artificial intelligence, Computer vision
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Book description

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.

Classification and Learning Using Genetic Algorithms

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