Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence

Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence

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Nov 23, 2010 · 英語 · 平裝書 (327 頁數)
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書籍詳情

格式 平裝書
頁數 327
語言 英語
已出版 Nov 23, 2010
出版商 Springer
ISBN-10 3642080545
ISBN-13 9783642080548

描述

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. "
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