Back to Search
Start Over
A Bridge Between Bilevel Programs and Nash Games
- Source :
- Journal of Optimization Theory and Applications. 174:613-635
- Publication Year :
- 2017
- Publisher :
- Springer Science and Business Media LLC, 2017.
-
Abstract
- We study connections between optimistic bilevel programming problems and generalized Nash equilibrium problems. We remark that, with respect to bilevel problems, we consider the general case in which the lower level program is not assumed to have a unique solution. Inspired by the optimal value approach, we propose a Nash game that, transforming the so-called implicit value function constraint into an explicitly defined constraint function, incorporates some taste of hierarchy and turns out to be related to the bilevel programming problem. We provide a complete theoretical analysis of the relationship between the vertical bilevel problem and our ``uneven'' horizontal model: in particular, we define classes of problems for which solutions of the bilevel program can be computed by finding equilibria of our game. Furthermore, by referring to some applications in economics, we show that our ``uneven'' horizontal model, in some sense, lies between the vertical bilevel model and a ``pure'' horizontal game.
- Subjects :
- Computer Science::Computer Science and Game Theory
Mathematical optimization
Control and Optimization
hierarchical optimization problem
Mathematics::Optimization and Control
0211 other engineering and technologies
bilevel programming
Stackelberg game
control and optimization
management science and operations research
applied mathematics
010103 numerical & computational mathematics
02 engineering and technology
Management Science and Operations Research
01 natural sciences
Bilevel optimization
Bellman equation
FOS: Mathematics
Stackelberg competition
0101 mathematics
Mathematics - Optimization and Control
Mathematics
021103 operations research
Hierarchy (mathematics)
Applied Mathematics
Function (mathematics)
Constraint (information theory)
Optimization and Control (math.OC)
Theory of computation
Mathematical economics
Value (mathematics)
Subjects
Details
- ISSN :
- 15732878 and 00223239
- Volume :
- 174
- Database :
- OpenAIRE
- Journal :
- Journal of Optimization Theory and Applications
- Accession number :
- edsair.doi.dedup.....9848b16b1e491aae29df4051fdec5a05
- Full Text :
- https://doi.org/10.1007/s10957-017-1109-0