Incremental quasi-Newton algorithms for solving a nonconvex, nonsmooth, finite-sum optimization problem.
Gulcin Dinc YalcinFrank E. CurtisPublished in: Optim. Methods Softw. (2024)
Keyphrases
- quasi newton
- newton method
- optimization problems
- superlinear convergence
- combinatorial optimization
- globally convergent
- optimization methods
- quadratic optimization problems
- optimization method
- nonlinear programming
- step size
- quadratic programming
- global optimization
- objective function
- convex functions
- optimization algorithm
- learning algorithm
- nonnegative matrix factorization
- convergence analysis
- optimization procedure
- convex optimization
- image restoration and reconstruction
- cost function