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Classification and Learning Using Genetic Algorithms

Classification and Learning Using Genetic Algorithms

Sanghamitra Bandyopadhyay / Sankar Kumar Pal

132,36 €
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Editorial:
Springer Nature B.V.
Año de edición:
2007
Materia
Ciencias de la computación
ISBN:
9783540496069

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

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