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Evaluating performance advantages of grouping genetic algorithms

✍ Scribed by Evelyn C. Brown; Robert T. Sumichrast


Book ID
108122885
Publisher
Elsevier Science
Year
2005
Tongue
English
Weight
260 KB
Volume
18
Category
Article
ISSN
0952-1976

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In this paper, we examine the classification performance of fuzzy if-then rules selected by a GA-based multi-objective rule selection method. This rule selection method can be applied to high-dimensional pattern classification problems with many continuous attributes by restricting the number of ant