Applications of Mean Field Games in financial engineering and economic theory

R. Carmona
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引用次数: 27

Abstract

This is an expanded version of the lecture given at the AMS Short Course on Mean Field Games, on January 13, 2020 in Denver CO. The assignment was to discuss applications of Mean Field Games in finance and economics. I need to admit upfront that several of the examples reviewed in this chapter were already discussed in book form. Still, they are here accompanied with discussions of, and references to, works which appeared over the last three years. Moreover, several completely new sections are added to show how recent developments in financial engineering and economics can benefit from being viewed through the lens of the Mean Field Game paradigm. The new financial engineering applications deal with bitcoin mining and the energy markets, while the new economic applications concern models offering a smooth transition between macro-economics and finance, and contract theory.
平均场博弈在金融工程和经济理论中的应用
这是2020年1月13日在丹佛举行的AMS平均场游戏短期课程上的讲座的扩展版本。作业是讨论平均场游戏在金融和经济学中的应用。我需要事先承认,本章中回顾的几个例子已经在书中讨论过了。尽管如此,它们在这里还是伴随着对过去三年出现的作品的讨论和参考。此外,本书还增加了几个全新的章节,以展示金融工程和经济学的最新发展如何从平均场博弈范式的视角中受益。新的金融工程应用涉及比特币挖矿和能源市场,而新的经济应用涉及在宏观经济学和金融以及契约理论之间提供平稳过渡的模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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