Constraint qualifications for convex optimization without convexity of constraints : New connections and applications to best approximation.
N. H. ChieuVaithilingam JeyakumarGuoyin LiHossein MohebiPublished in: Eur. J. Oper. Res. (2018)
Keyphrases
- convex optimization
- convex constraints
- linear constraints
- convex sets
- interior point methods
- global constraints
- total variation
- low rank
- constraint networks
- primal dual
- convex optimization problems
- approximation algorithms
- convex formulation
- basis pursuit
- convex relaxation
- norm minimization
- constrained optimization
- constrained minimization
- denoising
- semidefinite program
- alternating direction method of multipliers
- penalty function
- dual formulation
- convex hull
- image denoising
- image restoration
- natural images
- motion estimation
- multiscale