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IOHanalyzer version 0.1.6.1 + example datasets

Authors: Vermetten, Diederick; Wang, Hao; Ye, Furong; Doerr, Carola; Bäck, Thomas;

IOHanalyzer version 0.1.6.1 + example datasets

Abstract

This repository contains the source for version 0.1.6.1 of the IOHanalyzer (current version can be found at:https://github.com/IOHprofiler/IOHanalyzer) Additionally, several example datasets are included, which correspond to the examples shown in the paper "IOHanalyzer: Detailed Performance Analyses for Iterative OptimizationHeuristics". These datasets are as follows: - 2019gecco-ins1-11run: a processed R-data file containing a set of algorithms run on the full PBO suite - sample_data: both the raw (.zip) and processed (.rds) versions of the sample data containing the runs of two algorithms on a subset of the PBO suite. - SOS_DE_sample: a processed R-data file containing one algorithm run on f_0 to identify structural bias. This is extracted from SOS-based data, so the position information section is available for this dataset.

Keywords

Benchmarking, IOHanalyzer, IOHprofiler

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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