非凸纳什均衡问题的分支定界算法

A Branch-and-Bound Algorithm for Nonconvex Nash Equilibrium Problems

SIAM Journal on Optimization · 2024
被引 2
ABS 3

中文导读

提出一种空间分支定界方法,用于计算连续有界非凸纳什均衡问题的所有ε-纳什均衡,并给出近似保证,能检测均衡不存在的情况。

Abstract

This paper introduces a spatial branch-and-bound method for the computation of the set of all \varepsilon-Nash equilibria of continuous box-constrained nonconvex Nash equilibrium problems with an approximation guarantee. Thereby, the existence of \varepsilon-Nash equilibria is not assumed, but the algorithm is also able to detect their absence. We explain appropriate discarding and fathoming techniques, provide a termination proof for a prescribed approximation tolerance, and report our computational experience.

非凸优化纳什均衡分支定界算法数学经济学