Regularized Primal-Dual Subgradient Method for Distributed Constrained Optimization.
Deming YuanDaniel W. C. HoShengyuan XuPublished in: IEEE Trans. Cybern. (2016)
Keyphrases
- constrained optimization
- primal dual
- objective function
- linear programming
- augmented lagrangian
- linear program
- convex optimization
- linear programming problems
- interior point methods
- convergence rate
- penalty function
- constrained optimization problems
- simplex method
- approximation algorithms
- duality gap
- variational inequalities
- semidefinite programming
- multi objective
- convex programming
- dynamic programming
- lagrangian relaxation
- natural images
- np hard
- computational complexity
- inequality constraints
- dual formulation
- optimal solution