2018
DOI: 10.13164/mendel.2018.1.001
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Increasing Population (μ + λ)-CMA-ES with Centre and Elitism (IPOP!+)

Abstract: Elitism has previously been introduced to the CMA-ES family of algorithms, where the “’,’ selection operator is replaced by the “+” selection operator. Here we investigate in detailed the addition of elitism to IPOP. Furthermore, a new selection operator was added: the “!” operator (pronounced “bang” or “here”). This operator includes the results of ES recombination into the population for selection, unmodified by mutation, and evaluated separately. From the analysis, we noticed a remarkable improvement in the… Show more

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