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Mutagenesis as a Diversity Enhancer and Preserver in Evolution Strategies
[chapter]
2012
Advances in Intelligent and Soft Computing
Mutagenesis is a process which forces the coverage of certain zones of the search space during the generations of an evolution strategy, by keeping track of the covered ranges for the different variables in the so called gene matrix. Originally introduced as an artifact to control the automated stopping criterion in a memetic algorithm, ESLAT, it also improved the exploration capabilities of the algorithm, even though this was considered a secondary matter and not properly analyzed or tested.
doi:10.1007/978-3-642-28765-7_87
dblp:conf/dcai/GuerreroGBM12
fatcat:f64qmgaesnh6fnbucrbhvivq3i