6533b873fe1ef96bd12d56f7
RESEARCH PRODUCT
Connections Between Single-Level and Bilevel Multiobjective Optimization
Margaret M. WiecekKaisa MiettinenSauli Ruuskasubject
bilevel optimizationMathematical optimizationMatematikControl and OptimizationRelation (database)Multiobjective programmingBinary relationTwo-level optimizationApplied MathematicsMulticriteriaManagement Science and Operations ResearchSingle levelmonitavoiteoptimointiMulti-objective optimizationBilevel optimizationSet (abstract data type)Reduction (complexity)Theory of computationmultiobjective optimizationMathematicsMathematicsdescription
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. QC 20120423
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2011-10-21 |