Real-Valued Evolutionary Multi-Modal Optimization driven by Hill-Valley Clustering

16 Oct 2018S. C. MareeT. AlderliestenD. ThierensP. A. N. Bosman

Model-based evolutionary algorithms (EAs) adapt an underlying search model to features of the problem at hand, such as the linkage between problem variables. The performance of EAs often deteriorates as multiple modes in the fitness landscape are modelled with a unimodal search model... (read more)

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