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Connections Between Single-Level and Bilevel Multiobjective Optimization
KTH, School of Engineering Sciences (SCI), Mathematics (Dept.), Optimization and Systems Theory.
University of Jyväskylä.
Clemson University.
2012 (English)In: Journal of Optimization Theory and Applications, ISSN 0022-3239, E-ISSN 1573-2878, Vol. 153, no 1, 60-74 p.Article in journal (Refereed) Published
Abstract [en]

The relationship between bilevel optimization and multiobjective optimization has been studied by several authors and there have been repeated attempts to establish a link between the two. We unify the results from the literature and generalize them for bilevel multiobjective optimization. We formulate sufficient conditions for an arbitrary binary relation to guarantee equality between the efficient set produced by the relation and the set of optimal solutions to a bilevel problem. In addition, we present specially structured bilevel multiobjective optimization problems motivated by real-life applications and an accompanying binary relation permitting their reduction to single-level multiobjective optimization problems.

Place, publisher, year, edition, pages
Springer Science+Business Media B.V., 2012. Vol. 153, no 1, 60-74 p.
Keyword [en]
Two-level optimization, Multiobjective programming, Multicriteria
National Category
URN: urn:nbn:se:kth:diva-64126DOI: 10.1007/s10957-011-9943-yISI: 000301542800004OAI: diva2:483035

QC 20120423

Available from: 2012-04-23 Created: 2012-01-24 Last updated: 2012-09-05Bibliographically approved

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