Leveraging GPU batching for scalable nonlinear programming through massive Lagrangian decomposition.
Youngdae KimFrançois PacaudKibaek KimMihai AnitescuPublished in: CoRR (2021)
Keyphrases
- nonlinear programming
- linear programming
- variational inequalities
- optimality conditions
- inequality constraints
- optimization problems
- equality and inequality constraints
- linear constraints
- semidefinite programming
- optimal solution
- exact algorithms
- equality constraints
- scheduling problem
- decomposition method
- fixed point
- mixed integer nonlinear programming
- numerical methods
- wavelet packet
- np hard
- genetic algorithm
- approximation algorithms
- dynamic programming
- cooperative