Convergence Analysis of Quantized Primal-Dual Algorithms in Network Utility Maximization Problems.
Ehsan NekoueiTansu AlpcanGirish N. NairRobin J. EvansPublished in: IEEE Trans. Control. Netw. Syst. (2018)
Keyphrases
- convergence analysis
- primal dual
- interior point
- convergence rate
- optimization problems
- linear programming
- global convergence
- linear programming problems
- semidefinite programming
- optimality conditions
- newton method
- linear program
- convex optimization
- utility maximization
- stationary points
- exact algorithms
- computational complexity
- mixed integer programming
- optimization methods
- combinatorial optimization
- worst case