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- W4291418339 abstract "In this paper we investigate why the running time of lexicase parent selection is empirically much lower than its worst-case bound of $$O(N cdot C)$$ . We define a measure of population diversity and prove that high diversity leads to low running times $$O(N + C)$$ of lexicase selection. We then show empirically that genetic programming populations evolved under lexicase selection are diverse for several program synthesis problems, and explore the resulting differences in running time bounds." @default.
- W4291418339 created "2022-08-15" @default.
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- W4291418339 date "2022-01-01" @default.
- W4291418339 modified "2023-10-14" @default.
- W4291418339 title "Population Diversity Leads to Short Running Times of Lexicase Selection" @default.
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- W4291418339 doi "https://doi.org/10.1007/978-3-031-14721-0_34" @default.
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