连续时间有限状态平均场对策的控制理论研究

IF 1 4区 数学 Q1 MATHEMATICS
Y. Averboukh
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引用次数: 1

摘要

本文研究了连续时间有限状态平均场对策的解与参与人初始分布的依赖关系。我们的方法依赖于平均场博弈的价值多功能概念,这是一个映射,分配给初始时间和初始分布,即与平均场博弈的解相对应的代表性参与者的一组预期结果。利用有限状态平均场对策作为混合约束控制问题的重新表述,利用生存理论给出了给定多函数是值多函数的充分条件。通过对某控制系统的后向可达性集刻画了最大多函数(即分配给平均场对策解的全部值的初始时间和初始分布的映射)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Control theory approach to continuous-time finite state mean field games
In the paper, we study the dependence of solutions of the continuous-time finite state mean field game on initial distribution of players. Our approach relies on the concept of value multifunction of the mean field game that is a mapping assigning to an initial time and an initial distribution a set of expected outcomes of the representative player corresponding to solutions of the mean field game. Using the reformulation of the finite state mean field game as a control problem with mixed constraints, we give the sufficient condition on a given multifunction to be a value multifunction in the terms of the viability theory. The maximal multifunction (i.e., the mapping assigning to an initial time and an initial distribution the whole set of values corresponding to solutions of the mean field game) is characterized via the backward attainability set for the certain control system.
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来源期刊
Mathematical Control and Related Fields
Mathematical Control and Related Fields MATHEMATICS, APPLIED-MATHEMATICS
CiteScore
2.50
自引率
8.30%
发文量
67
期刊介绍: MCRF aims to publish original research as well as expository papers on mathematical control theory and related fields. The goal is to provide a complete and reliable source of mathematical methods and results in this field. The journal will also accept papers from some related fields such as differential equations, functional analysis, probability theory and stochastic analysis, inverse problems, optimization, numerical computation, mathematical finance, information theory, game theory, system theory, etc., provided that they have some intrinsic connections with control theory.
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