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Authors: Joelma Ferreira ; Hugo Nascimento and Les Foulds

Affiliation: Federal University of Goiás, Brazil

Keyword(s): Edge Bundling, Optimization, Evolutionary, Approximate, Algorithm.

Related Ontology Subjects/Areas/Topics: Abstract Data Visualization ; Computer Vision, Visualization and Computer Graphics ; General Data Visualization ; Graph Visualization ; Information and Scientific Visualization ; Visualization Algorithms and Technologies

Abstract: This paper presents two edge bundling optimization problems that address minimizing the total number of bundles, in conjunction with other aspects, as the main goal. A novel evolutionary edge bundling algorithm for these problems is described. The algorithm was successfully tested by solving two related problems applied to real-world instances in reasonable computational time. The development and analysis of optimization models have received little attention in the area of edge bundling. However, the reported experimental results demonstrate the effectiveness and the applicability of the proposed evolutionary algorithm to help resolve edge bundling problems formally defined as optimization models.

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Paper citation in several formats:
Ferreira, J.; Nascimento, H. and Foulds, L. (2018). An Evolutionary Algorithm for an Optimization Model of Edge Bundling. In Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018) - IVAPP; ISBN 978-989-758-289-9; ISSN 2184-4321, SciTePress, pages 132-143. DOI: 10.5220/0006626901320143

@conference{ivapp18,
author={Joelma Ferreira. and Hugo Nascimento. and Les Foulds.},
title={An Evolutionary Algorithm for an Optimization Model of Edge Bundling},
booktitle={Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018) - IVAPP},
year={2018},
pages={132-143},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006626901320143},
isbn={978-989-758-289-9},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018) - IVAPP
TI - An Evolutionary Algorithm for an Optimization Model of Edge Bundling
SN - 978-989-758-289-9
IS - 2184-4321
AU - Ferreira, J.
AU - Nascimento, H.
AU - Foulds, L.
PY - 2018
SP - 132
EP - 143
DO - 10.5220/0006626901320143
PB - SciTePress

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