Nonsmooth and Nonconvex Optimization via Approximate Difference-of-Convex Decompositions.
Wim van AckooijWelington de OliveiraPublished in: J. Optim. Theory Appl. (2019)
Keyphrases
- convex functions
- globally convergent
- quasiconvex
- convex programming
- image restoration and reconstruction
- piecewise linear
- global optimality
- optimization problems
- convex optimization
- global convergence
- convex sets
- objective function
- variational inequalities
- global optimization
- autocalibration
- primal dual
- linear program
- alternating direction method of multipliers
- line search
- optimization algorithm
- markov random field
- convex relaxation
- mathematical programming
- risk minimization
- optimization methods
- convex optimization problems
- quadratic programming
- linear programming
- nonlinear programming
- saddle point
- newton method
- particle swarm optimization