Exact Sampling with Integer Linear Programs and Random Perturbations.
Carolyn KimAshish SabharwalStefano ErmonPublished in: AAAI (2016)
Keyphrases
- linear program
- linear programming
- extreme points
- semi infinite
- optimal solution
- simplex method
- stochastic programming
- low discrepancy sequences
- column generation
- primal dual
- mixed integer
- integer solution
- interior point methods
- dynamic programming
- integer program
- mixed integer linear program
- objective function
- multistage stochastic
- monte carlo
- np hard
- linear programming problems
- linear inequalities
- learning algorithm
- strongly polynomial
- continuous relaxation
- simplex algorithm
- evolutionary algorithm
- quadratic program
- nelder mead
- feasible solution