Inverse optimization of integer programming games for parameter estimation arising from competitive retail location selection.
Tobias CrönertLayla MartinStefan MinnerChristopher S. TangPublished in: Eur. J. Oper. Res. (2024)
Keyphrases
- parameter estimation
- integer programming
- maximum likelihood
- least squares
- markov random field
- em algorithm
- np hard
- model selection
- parameter estimation algorithm
- linear programming
- lagrangian relaxation
- random fields
- integer program
- constraint programming
- optimization algorithm
- facility location
- model fitting
- estimation problems
- cutting plane algorithm
- expectation maximization
- constrained optimization
- approximate inference
- optimization problems
- game theory
- cutting plane
- machine learning
- parameter estimates
- column generation
- np complete
- logic programs