Raw data (e.g. raw experimental results) can be found here: https://doi.org/10.4121/19314218.
Processing-* contain the relevant notebooks for generating the graphs from data, requires numpy, pandas, an rpy2 installation using an R installation which has dplyr & ggplot2 installed.
If you use this work, please cite the relevant work.
- Submitted to GECCO 2022
- Published at GECCO 2022: https://dl.acm.org/doi/10.1145/3512290.3528828
- ArXiv: https://arxiv.org/abs/2203.05970 - prefer citing the published version instead.
source-singleobjective also includes a modified version of DSMGA-II that uses the Interleaved Multistart Scheme. As per https://github.com/tianliyu/DSMGA-II, if used within a publication, please include the following citation: S.-H. Hsu and T.-L. Yu, Optimization by pairwise linkage detection, incremental linkage set, and restricted/back mixing: DSMGA-II, Genetic and Evolutionary Computation Conference (GECCO 2015).