On Linear Bilevel Optimization Problems with Complementarity-Constrained Lower Levels

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  • We consider a novel class of linear bilevel optimization models with a lower level that is a linear optimization problem with complementarity constraints (LPCC). We present different single-level reformulations depending on whether the linear complementarity problem (LCP) as part of the lower-level constraint set depends on the upper-level decisions or not as well as on whether the LCP matrix is positive definite or positive semidefinite. Moreover, we illustrate the connection to linear trilevel models that can be seen as a special case of the considered class of bilevel problems under some additional assumptions. Finally, we provide two generic and illustrative bilevel models from the fields of transportation and energy to show the practical relevance of the newly introduced class of bilevel problems and show related theoretical results.

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Author:Steven A. Gabriel, Marina Leal, Martin Schmidt
Document Type:Preprint
Language:English
Date of Publication (online):2020/10/21
Release Date:2020/10/21
Tag:Bilevel optimization; Linear complementarity problems; Linear programs with complementarity constraints; Reformulations; Spatial price equilibria
Page Number:16
Institutes:Universit├Ąt Trier
Subprojects:A05
B08
Licence (German):License LogoCreative Commons - CC BY - Namensnennung 4.0 International