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Efficiency speed-up strategies for evolutionary computation: Fundamentals and fast-GAs
Date Issued
2003
ISSN
00963003
Citation
Applied Mathematics and Computation, 2003, vol. 142 ( 2-3), pp. 341 - 388
Type
Peer Reviewed Journal Article
Abstract
The efficiency speed-up strategies for evolutionary computation were discussed. Incorporation of the strategies with any known evolutionary algorithm leads to an accelerated version of the algorithm. An arbitrarily high-precision (resolution) solution of a high-dimensional problem was obtained by means of a successive low-resolution search in low-dimensional search spaces. The fast-genetic algorithms were experimentally tested with a test suit containing 10 complex multimodal function optimization problems.
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