A great amount of new applied problems in the area of energy networks has recently arisen that can be efficiently solved only as mixed‐integer bilevel programs. Among them are the …
Boris S. Mordukhovich Page 1 Springer Monographs in Mathematics Boris S. Mordukhovich Variational Analysis and Applications Page 2 Springer Monographs in Mathematics Editors-in-Chief …
Bilevel optimization is a vital field of active research. Depending on its formulation it is part of nonsmooth or nondifferentiable optimization, conic programming, optimization with …
S Dempe - Bilevel optimization: advances and next challenges, 2020 - Springer
Bilevel optimization problems are hierarchical optimization problems where the feasible region of the so-called upper level problem is restricted by the graph of the solution set …
Bilevel optimization, which captures the inherent nested structure of machine learning problems, is gaining popularity in many recent applications. Existing works on bilevel …
We consider the bilevel programming problem and its optimal value and KKT one level reformulations. The two reformulations are studied in a unified manner and compared in …
Bilevel optimization problems are hierarchical optimization problems where the feasible region of the so-called upper level problem is restricted by the graph of the solution set …
This article is devoted to the so-called pessimistic version of bilevel programming programs. Minimization problems of this type are challenging to handle partly because the …
Q Xiao, S Lu, T Chen - Advances in Neural Information …, 2024 - proceedings.neurips.cc
Bilevel optimization has recently regained interest owing to its applications in emerging machine learning fields such as hyperparameter optimization, meta-learning, and …