Supplementary Codes for "Expected Improvement versus Predicted Value in Surrogate-Based Optimization"
This repository stores the codes which are required for replicating the papers' experiments (https://arxiv.org/abs/2001.02957).
The experiments are based on the linux task manager SLURM. The files should be run in the order:
- 00RunExperiments.R - In order to run the experiments. After submitting them to slurm wait for task completion. You might need to adapt 'runSingleCore.slurm' to your local cluster configuration.
- 01DataAnalysis.R - In order to generate the plots as given in the papers' supplementary material.
- 02cleanAll.R - In order to remove all output files, for a fresh restart of the experiments.