Benchmarking ADMM in nonconvex NLPs.
Jose S. RodriguezBethany NicholsonCarl D. LairdVictor M. ZavalaPublished in: Comput. Chem. Eng. (2018)
Keyphrases
- convex optimization
- alternating direction method of multipliers
- total variation
- objective function
- image restoration and reconstruction
- global optimization
- nonlinear programming
- mixed integer nonlinear programming
- optimization problems
- augmented lagrangian method
- low rank
- primal dual
- convex relaxation
- neural network
- low rank matrices
- data sets
- convex functions
- linear programming
- optimal solution
- multiscale
- database systems
- robust principal component analysis
- quadratic optimization problems