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• W3089462396 abstract "Choosing the right selection rate is a long standing issue in evolutionary computation. In the continuous unconstrained case, we prove mathematically that a single parent $$mu =1$$ leads to a sub-optimal simple regret in the case of the sphere function. We provide a theoretically-based selection rate $$mu /lambda $$ that leads to better progress rates. With our choice of selection rate, we get a provable regret of order $$O(lambda ^{-1})$$ which has to be compared with $$O(lambda ^{-2/d})$$ in the case where $$mu =1$$ . We complete our study with experiments to confirm our theoretical claims." @default.
• W3089462396 created "2020-10-08" @default.
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• W3089462396 date "2020-01-01" @default.
• W3089462396 modified "2023-09-30" @default.
• W3089462396 title "On Averaging the Best Samples in Evolutionary Computation" @default.
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• W3089462396 doi "https://doi.org/10.1007/978-3-030-58115-2_46" @default.
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