2 papers
math.OC2026
A globally and superlinearly convergent QO-free method for nonlinear optimization on Riemannian manifolds
Chunming Tang, Hao He, Wen Huang +2
The quadratic optimization-free (QO-free) method is a class of powerful and effective algorithms for solving nonlinearly constrained optimization problems in Euclidean spaces. The…
math.OC2025
An inexact variable metric proximal linearization method for composite optimization on manifolds
Hao He, Ruyu Liu, Yitian Qian +1
This paper concerns the minimization of the composition of a nonsmooth convex function and a mapping over a -smooth embedded closed submanifo…