Strategies for Scaling Up Evolutionary Instance Reduction Algorithms for Data Mining

Author
Abstract

Evolutionary algorithms are adaptive methods based on natural evolution that may be used for search and optimization. As instance selection can be viewed as a search problem, it could be solved using evolutionary algorithms.

Year of Publication
2005
Number of Pages
21-39
Publisher
Springer Berlin Heidelberg
City
Berlin, Heidelberg
ISBN Number
978-3-540-32358-7
URL
https://doi.org/10.1007/3-540-32358-9_2
DOI
10.1007/3-540-32358-9_2
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