Algebraic degrees of generalized Nash equilibrium problems

Jiawang Nie, Kristian Ranestad, Xindong Tang*

*Corresponding author for this work

Research output: Contribution to journalJournal articlepeer-review

Abstract

This paper studies the algebraic degree of generalized Nash equilibrium problems (GNEPs) given by polynomials. Their generalized Nash equilibria (GNEs), as well as their Karush-Kuhn-Tucker (KKT) or Fritz-John points, are algebraic functions in the coefficients of defining polynomials. We study the degrees of these algebraic functions, which also count 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.

Original languageEnglish
Number of pages30
JournalScience China Mathematics
DOIs
Publication statusE-pub ahead of print - 21 Feb 2025

User-Defined Keywords

  • 14Q15
  • 90C23
  • 91A06
  • algebraic degree
  • Fritz-John point
  • generalized Nash equilibrium
  • polynomial
  • variety

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