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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, Published 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.
Series
Lecture Notes in Computer Science, ISSN 0302-9743 ; 5252
National Category
Computer and Information Science Mathematics
Identifiers
URN: urn:nbn:se:kth:diva-83147DOI: 10.1007/978-3-540-88908-3_9ISI: 000262095700009ISBN: 978-3-540-88907-6 (print)OAI: oai:DiVA.org:kth-83147DiVA: diva2:498742
Conference
Dagstuhl Seminar on Practical Approaches to Multi-Objective Optimization Location: Schloss Dagstuhl, Germany, Date: DEC 10-15, 2006
Note

QC 20120302

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

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CiteExportLink to record
Permanent link

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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf