Evolution strategies under the 1/5 success rule
A Agapie - Mathematics, 2022 - mdpi.com
For large space dimensions, the log-linear convergence of the elitist evolution strategy with
a 1/5 success rule on the sphere fitness function has been observed, experimentally, from …
a 1/5 success rule on the sphere fitness function has been observed, experimentally, from …
Spherical distributions used in evolutionary algorithms
A Agapie - Mathematics, 2021 - mdpi.com
Performance of evolutionary algorithms in real space is evaluated by local measures such
as success probability and expected progress. In high-dimensional landscapes, most …
as success probability and expected progress. In high-dimensional landscapes, most …
[HTML][HTML] Progress analysis of a multi-recombinative evolution strategy on the highly multimodal Rastrigin function
A Omeradzic, HG Beyer - Theoretical computer science, 2023 - Elsevier
A first and second order progress rate analysis was conducted for the intermediate multi-
recombinative Evolution Strategy (μ/μ I, λ)-ES with isotropic scale-invariant mutations on the …
recombinative Evolution Strategy (μ/μ I, λ)-ES with isotropic scale-invariant mutations on the …
[PDF][PDF] The first hitting time analysis of evolutionary algorithms based on renewal process
Z Zhou, L Wang, X Zou, F Wang, Z Zhang… - Electronic Research …, 2024 - aimspress.com
Running time analysis of evolutionary algorithms for continuous optimization is one research
challenge in the field of evolutionary algorithms (EAs). However, the theoretical analysis …
challenge in the field of evolutionary algorithms (EAs). However, the theoretical analysis …