@inproceedings{e271f377402b44e3bf86dcdabbc8d9ea,
title = "EVOLVE: A visualization tool for multi-objective optimization featuring linked view of explanatory variables and objective functions",
abstract = "Multi-objective optimization tools have been applied in various academic and industry fields. It is often difficult to optimize all the objectives since they often cause trade-offs. It is also difficult to figure what kinds of trade-offs actually cause. We think visualization of multi-objective optimization results assists users to intuitively understand the distributions of their solutions. This paper proposes a visualization of explanatory variable and objective function spaces in the separate views, so that users can easily understand their relevancy. Also, our tool features the linkage mechanism between the two views. When a user selects certain ranges of the values by a mouse click operation, the tool highlights all the corresponding individuals. This mechanism is useful for users to narrow down the results. We expect the tool assists the understanding of the behavior of the optimization processes and improvement of the future processes.",
keywords = "explanatory variable, multi-objective optimization, objective function, parallel coordinate plots, scatterplots",
author = "Maki Kubota and Takayuki Itoh and Shigeru Obayashi and Yuriko Takeshima",
note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 2014 18th International Conference on Information Visualisation: Visualisation, BioMedical Visualization, Visualisation on Built and Rural Environments and Geometric Modelling and Imaging, IV 2014 ; Conference date: 16-07-2014 Through 18-07-2014",
year = "2014",
month = sep,
day = "18",
doi = "10.1109/IV.2014.43",
language = "English",
series = "Proceedings of the International Conference on Information Visualisation",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "351--356",
editor = "Ebad Banissi and Bannatyne, {Mark W. McK.} and Marchese, {Francis T.} and Muhammad Sarfraz and Anna Ursyn and Gilles Venturini and Wyeld, {Theodor G.} and Urska Cvek and Marjan Trutschl and Georges Grinstein and Vladimir Geroimenko and Sarah Kenderdine and Sarah Kenderdine and Sarah Kenderdine and Fatma Bouali",
booktitle = "Proceedings - 2014 18th International Conference on Information Visualisation",
address = "United States",
}