D. Antipov

activity

20182026

most citedA Rigorous Runtime Analysis of the

(1 + (λ, λ))

GA on Jump Functions

19 citations · 95 across the 21 of their papers we have counts for

collaborators

Showing 2023Show all

2 papers · 1 filter

cs.NE2023★ 1 cited

Rigorous Runtime Analysis of Diversity Optimization with GSEMO on OneMinMax

Denis Antipov, Aneta Neumann, Frank Neumann

The evolutionary diversity optimization aims at finding a diverse set of solutions which satisfy some constraint on their fitness. In the context of multi-objective optimization th…

cs.NE2023

Larger Offspring Populations Help the $(1 + (λ, λ))$ Genetic Algorithm to Overcome the Noise

Alexandra Ivanova, Denis Antipov, Benjamin Doerr

Evolutionary algorithms are known to be robust to noise in the evaluation of the fitness. In particular, larger offspring population sizes often lead to strong robustness. We analy…

Rigorous Runtime Analysis of Diversity Optimization with GSEMO on OneMinMax

Larger Offspring Populations Help the (1+(λ,λ)) Genetic Algorithm to Overcome the Noise

Larger Offspring Populations Help the $(1 + (λ, λ))$ Genetic Algorithm to Overcome the Noise