The Importance of Being Constrained - Dataset
Authors/Creators
- 1. LIACS, Leiden Univeristy
- 2. Institute of Artificial Intelligence, School of Computer Science and Informatics, De Montfort University, Leicester, UK
- 3. Department of Computer Science, West University of Timisoara, Romania
Description
This repository contains all of the raw datafiles used in the creation of the paper 'The Importance of Being Constrained'
File explanation: Because of the large amounts of data, it has been turned into several rar-archives:
- Performance_data: this contains all of the performance results on BBOB functions of the SHADE and L-SHADE algorithms in IOHprofiler format. For L-shade, different versions are included where more parameters are tracked, and used to generate the figures in the paper.
- Modular_DE_code: The python code used for SHADE and L-SHADE.
-DE_TIOBR: The notebooks used for generating data, processing it and creating the visualizations, More detail is included in the readme.
-TIOBR_MathematicaNotebooks: Mathematica notebooks which were used to create figures 4, 12, 13 and 14 from the paper
- Other rars: The files from SOS of running different DE versions on f0
Files
DE_TIOBR.zip
Files
(108.4 GB)
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