Bilevel optimization

Known as: Bilevel program 
Bilevel optimization is a special kind of optimization where one problem is embedded (nested) within another. The outer optimization task is commonly… (More)
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Papers overview

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2016
2016
We address a generic Mixed-Integer Bilevel Linear Program (MIBLP), i.e., a bilevel optimization problem where all objective… (More)
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2015
2015
We consider a bilevel optimization approach for parameter learning in nonsmooth variational models. Existing approaches solve… (More)
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Highly Cited
2013
Highly Cited
2013
In this work we consider the problem of parameter learning for variational image denoising models. The learning problem is… (More)
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2013
2013
We study a variant of the pessimistic bilevel optimization problem, which comprises constraints that must be satisfied for any… (More)
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2013
2013
Bilevel optimization problems are a class of challenging optimization problems, which contain two levels of optimization tasks… (More)
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2010
2010
In this work nonlinear non-convex multiobjective bilevel optimization problems are discussed using an optimistic approach. It is… (More)
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Review
2007
Review
2007
This paper is devoted to bilevel optimization, a branch of mathematical programming of both practical and theoretical interest… (More)
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Highly Cited
2007
Highly Cited
2007
We study a bilevel noncooperative game-theoretic model of restructured electricity markets, with locational marginal prices. Each… (More)
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2006
2006
A key step in many statistical learning methods used in machine learning involves solving a convex optimization problem… (More)
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2001
2001
Bilevel programming problems are hierarchical optimization problems in which the feasible set is determined by the set of optimal… (More)
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