2 papers
math.OC2026
A heavy-ball type curve search method for smooth convexly constrained optimization
Federica Donnini, Pierluigi Mansueto
This paper addresses smooth convexly constrained optimization problems where the Euclidean projection onto the feasible set is computationally tractable. Although momentum techniqu…
math.OC2025
Efficient globalization of heavy-ball type methods for unconstrained optimization based on curve searches
Federica Donnini, Matteo Lapucci, Pierluigi Mansueto
In this work, we deal with unconstrained nonlinear optimization problems. Specifically, we are interested in methods carrying out updates possibly along directions not of descent,…