A Crash Course in Differential Games and Applications

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Abstract

The methodology of differential games is a combination of optimal control theory and game theory. It is the natural framework for economic analysis with strategic interaction and dynamical optimization. The theory gained traction by seminal papers in the early seventies, and it gradually found its way into economics. The purpose of this paper is to make theory and applications of differential games easily accessible by explaining the basics and by developing some characteristic applications. The core of the theory focuses on the open-loop and the multiple Markov-perfect Nash equilibria that use the maximum principle and dynamic programming as the techniques to solve the optimal control problems. The applications are the game of international pollution control and the game of managing a lake, which is an example of an ecological system with tipping points. Finally, it is interesting to note that the discovery of time-inconsistency in the open-loop Stackelberg equilibrium had a huge impact on macroeconomics, since policy making under rational expectations is a Stackelberg differential game.

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摘要 差分博弈方法论是最优控制理论和博弈论的结合。它是战略互动和动态优化经济分析的天然框架。该理论在 70 年代初的开创性论文中获得了关注,并逐渐进入经济学领域。本文旨在通过解释微分博弈的基本原理和开发一些有特色的应用,使微分博弈的理论和应用变得通俗易懂。理论的核心集中在开环和多重马尔可夫完全纳什均衡,利用最大原则和动态程序设计作为解决最优控制问题的技术。其应用包括国际污染控制博弈和湖泊管理博弈,后者是具有临界点的生态系统的一个例子。最后,值得注意的是,开环斯塔克尔伯格均衡中时间不一致的发现对宏观经济学产生了巨大影响,因为理性预期下的政策制定是一种斯塔克尔伯格微分博弈。
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