Deprecated: $wgMWOAuthSharedUserIDs=false is deprecated, set $wgMWOAuthSharedUserIDs=true, $wgMWOAuthSharedUserSource='local' instead [Called from MediaWiki\HookContainer\HookContainer::run in /var/www/html/w/includes/HookContainer/HookContainer.php at line 135] in /var/www/html/w/includes/Debug/MWDebug.php on line 372

Notice: Unexpected clearActionName after getActionName already called in /var/www/html/w/includes/Context/RequestContext.php on line 321
Large-Scale Benchmarking of Metaphor-Based Optimization Heuristics -- Reproducibility Files - MaRDI portal

Deprecated: Use of MediaWiki\Skin\SkinTemplate::injectLegacyMenusIntoPersonalTools was deprecated in Please make sure Skin option menus contains `user-menu` (and possibly `notifications`, `user-interface-preferences`, `user-page`) 1.46. [Called from MediaWiki\Skin\SkinTemplate::getPortletsTemplateData in /var/www/html/w/includes/Skin/SkinTemplate.php at line 691] in /var/www/html/w/includes/Debug/MWDebug.php on line 372

Deprecated: Use of QuickTemplate::(get/html/text/haveData) with parameter `personal_urls` was deprecated in MediaWiki Use content_navigation instead. [Called from MediaWiki\Skin\QuickTemplate::get in /var/www/html/w/includes/Skin/QuickTemplate.php at line 131] in /var/www/html/w/includes/Debug/MWDebug.php on line 372

Large-Scale Benchmarking of Metaphor-Based Optimization Heuristics -- Reproducibility Files

From MaRDI portal
(Redirected from Dataset:6690615)



DOI10.5281/zenodo.10561215Zenodo10561215MaRDI QIDQ6690615

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 24 January 2024

Copyright license: No records found.



Description

This repository contains the files needed to reproduce the data, analysis and visualizations from the paper 'Large-Scale Benchmarking of Metaphor-Based Optimization Heuristics'. Data collection For the data collection, we make use of the IOHexperimenter library to access the BBOB functions. In addion, we rely on the set of libraries discussed in the paper. For the full set of libraries used during the benchmarking experiment, please refer to reqs_benchmark.txt (in the Benchmarking folder). The scripts used throughout the data collection are located in the 'benchmarking' directory. We have 1 file for each set of algorithms (expect mealpy and NIAPY, which are combined in the 'bestiary' file). Running these scripts generates a large amount of IOHprofiler-compatible files, which are availalbe in the 'Raw.zip' (Note: some of the libraries have their raw data split between multiple folders, if you want to run the full analysis, please merge these folders into one before processing). When running these scripts, please make sure to set the relevant FOLDER-variables at the top of the script! Data processing The raw data can be processed both for anytime performance (AOCC) and fixed-budget performance using the respective 'processing_METHOD.py' scripts. This generates several large csv-files, which are available in 'processed_data.zip' Data analyis and visualization The full set of analysis and corresponding visualizations can be reproduced using the 'Vizualization.ipynb' notebook. This notebook can use the processed performance data from the previous step, or the next level of processing with resulted in the remaining csv-files in this repository (this step is explained in the notebook itself).






This page was built for dataset: Large-Scale Benchmarking of Metaphor-Based Optimization Heuristics -- Reproducibility Files

Retrieved from "https://mardi.schubotz.org/w/index.php?title=Large-Scale_Benchmarking_of_Metaphor-Based_Optimization_Heuristics_--_Reproducibility_Files&oldid=44860000"
Powered by MediaWiki