Data for "Optimal Static Mutation Strength Distributions for the (1+λ) Evolutionary Algorithm on OneMax"
| Main Authors: | Buzdalov, Maxim, Doerr, Carola |
|---|---|
| Format: | info dataset Journal |
| Terbitan: |
, 2021
|
| Online Access: |
https://zenodo.org/record/4693617 |
Daftar Isi:
- This collection contains the data (and the copy of the code that generated that data) for the paper "Optimal Static Mutation Strength Distributions for the (1+λ) Evolutionary Algorithm on OneMax" accepted for the GECCO 2021 conference. The files are: one-plus-lambda-on-onemax.tar.gz: the source code to reproduce the experiments. algorithm-expectations-flat.csv: the expected running times of various \((1+\lambda)\) algorithms, including the one that uses optimal distributions. static-N-distributions.csv: the distributions optimized by CMA-ES, where N is the problem size. static-N-distribution-stddev.csv: maximum deviation between the distributions over the "accepted" runs. static-N-deviations.csv: the sorted deviations of the outcomes of distribution optimization compared to the best achieved runs. static-N-summary.csv: the expected running times of the \((1+\lambda)\) EA using the optimal distribution. static-N-fitness-log.csv: fitness traces from the optimization runs.