A note on the convergence of deterministic gradient sampling in nonsmooth optimization.
Bennet GebkenPublished in: Comput. Optim. Appl. (2024)
Keyphrases
- globally convergent
- global convergence
- mathematical programming
- quasi newton
- global optimization
- evolutionary multiobjective
- faster convergence
- random sampling
- optimization process
- steepest descent method
- newton method
- edge detection
- convergence rate
- optimization problems
- optimization algorithm
- line search
- image restoration and reconstruction
- optimization method
- convergence speed
- combinatorial optimization
- variational inequalities
- step size
- sample size
- sampling algorithm
- linear programming
- optimization procedure
- faster convergence rate
- cost function
- superlinear convergence