On time-inconsistent extended mean-field control problems with common noise

Zongxia Liang, Xiang Yu, Keyu Zhang
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Abstract

This paper addresses a class of time-inconsistent mean field control (MFC) problems in the presence of common noise under non-exponential discount, where the coefficients of the McKean-Vlasov dynamics depend on the conditional joint distribution of the state and control. We investigate the closed-loop time-consistent equilibrium strategies for these extended MFC problems and provide a sufficient and necessary condition for their characterization. Furthermore, we derive a master equation system that provides an equivalent characterization of our problem. We then apply these results to the time-inconsistent linear quadratic (LQ) MFC problems, characterizing the equilibrium strategies in terms of the solution to a non-local Riccati system. To illustrate these findings, two financial applications are presented. Finally, a non-LQ example is also discussed in which the closed-loop equilibrium strategy can be explicitly characterized and verified.
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关于具有共同噪声的时间不一致扩展均场控制问题
本文探讨了一类在非指数贴现条件下存在普通噪声的时间不一致均值场控制(MFC)问题,其中麦金-弗拉索夫动力学系数取决于状态和控制的条件联合分布。我们研究了这些扩展 MFC 问题的闭环时间一致均衡策略,并提供了表征这些策略的充分必要条件。然后,我们将这些结果应用于时间不一致的线性二次方程组(LQ)MFC 问题,用一个非局部 Riccati 系统的解来描述均衡策略。
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