Article | Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016 | A Search Method with User’s Preference Direction using Reference Lines Linköping University Electronic Press Conference Proceedings
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Title:
A Search Method with User’s Preference Direction using Reference Lines
Author:
Tomohiro Yoshikawa: Graduate School of Engineering, Nagoya University, Nagoya, Japan
DOI:
10.3384/ecp171421067
Download:
Full text (pdf)
Year:
2018
Conference:
Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016
Issue:
142
Article no.:
157
Pages:
1067-1073
No. of pages:
7
Publication type:
Abstract and Fulltext
Published:
2018-12-19
ISBN:
978-91-7685-399-3
Series:
Linköping Electronic Conference Proceedings
ISSN (print):
1650-3686
ISSN (online):
1650-3740
Publisher:
Linköping University Electronic Press, Linköpings universitet


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Recently, a lot of studies on Multi-Objective Genetic Algorithm (MOGA), in which Genetic Algorithm is applied to Multi-objective Optimization Problems (MOPs), have been reported actively. MOGA has been also applied to engineering design ?elds, then it is important not only to obtain Pareto solutions having high performance but also to analyze the obtained Pareto solutions and extract the knowledge in the designing problem. The another has studied the analysis methods of acquired Pareto solutions by MOGA. The aim of these methods is, however, to analyze solutions, and the feedback of the analysis results into the search is little focused. This paper proposes a search method that uses reference lines for a user’s preference direction which is de?ned by the user’s attention based on visualization results of a pre-search.

Keywords: optimization problems, multi objective genetic algorithm, user’s preference direction, reference line, visualization

Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016

Author:
Tomohiro Yoshikawa
Title:
A Search Method with User’s Preference Direction using Reference Lines
DOI:
http://dx.doi.org/10.3384/ecp171421067
References:
No references available

Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016

Author:
Tomohiro Yoshikawa
Title:
A Search Method with User’s Preference Direction using Reference Lines
DOI:
https://doi.org10.3384/ecp171421067
Note: the following are taken directly from CrossRef
Citations:
No citations available at the moment


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Last updated: 2019-10-02