Theory of (1+ 1) ES on SPHERE revisited
The theory of evolutionary algorithms on continuous space gravitates around the evolution
strategy with one individual, adaptive mutation, and elitist selection, optimizing the …
strategy with one individual, adaptive mutation, and elitist selection, optimizing the …
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 …
Research on Test Task Management Scheduling of Integrated Test Platform Based on Improved Genetic Algorithm
D Guo, L Xia, Y Wang, L Liang, C Qin… - 2022 3rd Asia …, 2022 - ieeexplore.ieee.org
As the application range of iot terminal becomes wider and wider, people put forward higher
requirements on the performance of iot device, which leads to a huge increase in the testing …
requirements on the performance of iot device, which leads to a huge increase in the testing …