Fast primal-dual projected linear iterations for distributed consensus in constrained convex optimization.
Ion NecoaraIoan DumitracheJohan A. K. SuykensPublished in: CDC (2010)
Keyphrases
- convex optimization
- primal dual
- interior point methods
- saddle point
- linear programming problems
- variational inequalities
- operator splitting
- convex sets
- low rank matrix
- total variation
- semidefinite programming
- low rank
- interior point
- convex optimization problems
- convex programming
- semidefinite
- algorithm for linear programming
- dual formulation
- convex constraints
- linear programming
- optimal solution
- augmented lagrangian
- quadratic program
- convex functions
- image denoising
- simplex method
- convex relaxation
- quadratic programming
- convergence rate
- approximation algorithms
- linear program
- alternating direction method of multipliers
- multiscale