Incremental quasi-Newton algorithms for solving a nonconvex, nonsmooth, finite-sum optimization problem.

Gulcin Dinc Yalcin Frank E. Curtis

Published 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