Download E-books A Survey of Evolutionary Algorithms for Data Mining and Knowledge Discovery PDF

By Freitas A.A.

This bankruptcy discusses using evolutionary algorithms, rather genetic algorithms and genetic programming, in information mining and information discovery. We specialise in the information mining activity of class. moreover, we talk about a few preprocessing and postprocessing steps of the data discovery strategy, concentrating on characteristic choice and pruning of an ensemble of classifiers. We exhibit how the necessities of knowledge mining and data discovery effect the layout of evolutionary algorithms. particularly, we talk about how person illustration, genetic operators and health features need to be tailored for extracting high-level wisdom from information.

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