Algebraic Degrees of Generalized Nash Equilibrium Problems
Optimization and Control
2022-08-02 v1
Abstract
This paper studies algebraic degree of generalized Nash equilibrium problems (GNEPs) given by polynomials. Their generalized Nash equilibria (GNEs), as well as their KKT or Fritz-John points, are algebraic functions in the coefficients of defining polynomials. We study the degrees of these algebraic functions, which also counts the numbers of complex KKT or Fritz-John points. Under some genericity assumptions, we show that a GNEP has only finitely many complex Fritz-John points and every Fritz-John point is a KKT point. We also give formulae for algebraic degrees of GNEPs, which count the numbers of complex Fritz-John points for generic cases.
Cite
@article{arxiv.2208.00357,
title = {Algebraic Degrees of Generalized Nash Equilibrium Problems},
author = {Jiawang Nie and Kristian Ranestad and Xindong Tang},
journal= {arXiv preprint arXiv:2208.00357},
year = {2022}
}
Comments
27 pages