SPARKLINE HISTOGRAMS FOR COMPARING EVOLUTIONARY OPTIMIZATION METHODS

Ville Tirronen; Matthieu Weber

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Paper

SPARKLINE HISTOGRAMS FOR COMPARING EVOLUTIONARY OPTIMIZATION METHODS

Topics: Evolution Strategies; Genetic Algorithms; Representation Techniques

In Proceedings of the International Conference on Evolutionary Computation - Volume 0IJCCI, 269-274, 2010 , Valencia, Spain

Authors: Ville Tirronen and Matthieu Weber

Affiliation: University of Jyväskylä, Finland

Keyword(s): Evolutionary optimization, Comparison, Visualisation, Histograms, Sparklines, Tufte.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolution Strategies ; Evolutionary Computing ; Genetic Algorithms ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Representation Techniques ; Soft Computing

Abstract: Comparing evolutionary optimization methods is a difficult task. As more and more of articles are published in this field, the readers and reviewers are swamped with information that is hard to decipher. We propose the use of sparkline histograms that allow compact representation of test data in a way which is extremely fast to read and more informative than usually given metrics.

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Paper citation in several formats:

Tirronen, V. and Weber, M. (2010). SPARKLINE HISTOGRAMS FOR COMPARING EVOLUTIONARY OPTIMIZATION METHODS. In Proceedings of the International Conference on Evolutionary Computation (IJCCI 2010) - ICEC; ISBN 978-989-8425-31-7, SciTePress, pages 269-274. DOI: 10.5220/0003110402690274

@conference{icec10,
author={Ville Tirronen. and Matthieu Weber.},
title={SPARKLINE HISTOGRAMS FOR COMPARING EVOLUTIONARY OPTIMIZATION METHODS},
booktitle={Proceedings of the International Conference on Evolutionary Computation (IJCCI 2010) - ICEC},
year={2010},
pages={269-274},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003110402690274},
isbn={978-989-8425-31-7},
}

TY - CONF

JO - Proceedings of the International Conference on Evolutionary Computation (IJCCI 2010) - ICEC
TI - SPARKLINE HISTOGRAMS FOR COMPARING EVOLUTIONARY OPTIMIZATION METHODS
SN - 978-989-8425-31-7
AU - Tirronen, V.
AU - Weber, M.
PY - 2010
SP - 269
EP - 274
DO - 10.5220/0003110402690274
PB - SciTePress