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Visualizing the Pareto Frontier
University of Jyväskylä.
2008 (English)In: Multiobjective Optimization: Interactive And Evolutionary Approaches / [ed] Branke, J; Deb, K; Miettinen, K; Slowinski, R, Springer Berlin/Heidelberg, 2008, 213-243 p.Conference paper (Refereed)
Abstract [en]

We describe techniques for visualizing the Pareto optimal set that can be used if the multiobjective optimization problem considered has more than two objective functions. The techniques discussed can be applied in the framework of both MCDM and EMO approaches. First, lessons learned from methods developed for biobjective problems are considered. Then, visualization techniques for convex multiobjective optimization problems based on a polyhedral approximation of the Pareto optimal set are discussed. Finally, some visualization techniques are considered that use a pointwise approximation of the Pareto optimal set.

Place, publisher, year, edition, pages
Springer Berlin/Heidelberg, 2008. 213-243 p.
, Lecture Notes in Computer Science, ISSN 0302-9743 ; 5252
National Category
Computer and Information Science Mathematics
URN: urn:nbn:se:kth:diva-83147DOI: 10.1007/978-3-540-88908-3_9ISI: 000262095700009ISBN: 978-3-540-88907-6OAI: diva2:498742
Dagstuhl Seminar on Practical Approaches to Multi-Objective Optimization Location: Schloss Dagstuhl, Germany, Date: DEC 10-15, 2006

QC 20120302

Available from: 2012-02-12 Created: 2012-02-12 Last updated: 2013-11-26Bibliographically approved

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Miettinen, Kaisa
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ReferencesLink to record
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