Combining Stochastic Adaptive Cubic Regularization with Negative Curvature for Nonconvex Optimization.
Seonho ParkSeung-Hyun JungPanos M. PardalosPublished in: J. Optim. Theory Appl. (2020)
Keyphrases
- optimization problems
- global optimization
- image restoration and reconstruction
- nonlinear programming
- stochastic optimization
- stochastic programming
- optimization algorithm
- stochastic search
- optimization process
- subgradient method
- optimization methods
- convex optimization
- combinatorial optimization
- markov random field
- multiscale
- image processing
- constrained optimization
- kernel machines
- scale space
- multi objective
- risk minimization
- globally convergent
- rank minimization
- evolutionary algorithm