Distributed Primal-Dual Proximal Algorithms for Convex Optimization Involving Three Composite Functions.
Liang RanHuaqing LiJinhui HuQingguo LüZheng WangZhe LiGuo ChenPublished in: IEEE Trans. Control. Netw. Syst. (2024)
Keyphrases
- convex optimization
- primal dual
- interior point
- convex optimization problems
- interior point methods
- simplex algorithm
- linear programming
- semidefinite programming
- low rank
- convex functions
- linear programming problems
- convergence rate
- convex programming
- operator splitting
- approximation algorithms
- total variation
- variational inequalities
- learning problems
- linear program
- convex relaxation
- algorithm for linear programming
- convex sets
- optimization problems
- computational complexity
- reinforcement learning
- image processing
- learning algorithm
- quadratic program
- computationally intensive
- objective function
- dual formulation
- alternating direction method of multipliers