Benchmarking in optimization: Best practice and open issues
This survey compiles ideas and recommendations from more than a dozen researchers with
different backgrounds and from different institutes around the world. Promoting best practice …
different backgrounds and from different institutes around the world. Promoting best practice …
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 …
[PDF][PDF] Automatic online algorithm selection for optimization in cyber-physical production systems
A Fischbach - 2023 - eldorado.tu-dortmund.de
This thesis documents the research and development of an architecture for cyberphysical
production systems with a primary focus on the optimization of the control parameters of …
production systems with a primary focus on the optimization of the control parameters of …
Asymptotic convergence rates for averaging strategies
L Meunier, I Legheraba, Y Chevaleyre… - Proceedings of the 16th …, 2021 - dl.acm.org
Parallel black box optimization consists in estimating the optimum of a function using λ
parallel evaluations of f. Averaging the μ best individuals among the λ evaluations is known …
parallel evaluations of f. Averaging the μ best individuals among the λ evaluations is known …
[PDF][PDF] Theory of (1+ 1) EA revisited: uniform mutation inside the sphere
A Agapie, O Solomon - under review, 2021 - researchgate.net
Convergence time of continuous evolutionary algorithms depends on local performance,
expressed in terms of probabilities and expected values of discontinuous, position …
expressed in terms of probabilities and expected values of discontinuous, position …