A conceptual conjugate epi-projection algorithm of convex optimization: superlinear, quadratic and finite convergence.
Evgeni A. NurminskiPublished in: Optim. Lett. (2019)
Keyphrases
- convex optimization
- computational complexity
- cost function
- iterative algorithms
- objective function
- convergence rate
- optimal solution
- primal dual
- learning algorithm
- global convergence
- globally optimal
- operator splitting
- convex formulation
- interior point methods
- convex relaxation
- markov random field
- higher order
- np hard
- multiscale
- computer vision