The Importance of Being Constrained - Dataset

Zenodo (CERN European Organization for Nuclear Research)

Abstract

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

Authors 5

1. Diederick Vermetten Aachen

   Leiden University

   Affiliation as printed

   LIACS, Leiden Univeristy

2. Anna V. Kononova Aachen

   Leiden University

   Affiliation as printed

   LIACS, Leiden Univeristy

3. Fabio Caraffini

   De Montfort University

   Affiliation as printed

   Institute of Artificial Intelligence, School of Computer Science and Informatics, De Montfort University, Leicester, UK

4. Mădălina Mitran

   West University of Timişoara

   Affiliation as printed

   Department of Computer Science, West University of Timisoara, Romania

5. Daniela Zaharie

   West University of Timişoara

   Affiliation as printed

   Department of Computer Science, West University of Timisoara, Romania