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Published January 24, 2022 | Version v1

The Importance of Being Constrained - Dataset

  • 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:

- pyada_p2: this contains all of the performance results on BBOB functions of the pyade algorithms (including SHADE and L-SHADE) in IOHprofiler format

- logs_dict: The pickled version of the per-run files of pyade on bbob, but with logged population diversity, POIS etc.

- logs_full: The version of logs_dict in txt-format, containing the concatenated data from the raw runs on all functions

-DE_TIOBR: A static version of the accompanying github repository (https://github.com/Dvermetten/DE_TIOBR) where all notebooks and scripts for reproduction are included.

-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 (102.9 GB)

Name Size
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