Euclidean distance degree in manifold optimization
Optimization and Control
2025-02-17 v1 Algebraic Geometry
Differential Geometry
Abstract
We determine the Euclidean distance degrees of the three most common manifolds arising in manifold optimization: flag, Grassmann, and Stiefel manifolds. For the Grassmannian, we will also determine the Euclidean distance degree of an important class of Schubert varieties that often appear in applications. Our technique goes further than furnishing the value of the Euclidean distance degree; it will also yield closed-form expressions for all stationary points of the Euclidean distance function in each instance. We will discuss the implications of these results on the tractability of manifold optimization problems.
Cite
@article{arxiv.2502.10336,
title = {Euclidean distance degree in manifold optimization},
author = {Zehua Lai and Lek-Heng Lim and Ke Ye},
journal= {arXiv preprint arXiv:2502.10336},
year = {2025}
}
Comments
14 pages