Hydrodynamics of Markets:Hidden Links Between Physics and Finance

Alexander Lipton
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Abstract

An intriguing link between a wide range of problems occurring in physics and financial engineering is presented. These problems include the evolution of small perturbations of linear flows in hydrodynamics, the movements of particles in random fields described by the Kolmogorov and Klein-Kramers equations, the Ornstein-Uhlenbeck and Feller processes, and their generalizations. They are reduced to affine differential and pseudo-differential equations and solved in a unified way by using Kelvin waves and developing a comprehensive math framework for calculating transition probabilities and expectations. Kelvin waves are instrumental for studying the well-known Black-Scholes, Heston, and Stein-Stein models and more complex path-dependent volatility models, as well as the pricing of Asian options, volatility and variance swaps, bonds, and bond options. Kelvin waves help to solve several cutting-edge problems, including hedging the impermanent loss of Automated Market Makers for cryptocurrency trading. This title is also available as Open Access on Cambridge Core.
市场的流体力学:物理学与金融学之间的隐秘联系
本书介绍了物理学和金融工程学中出现的一系列问题之间的有趣联系。这些问题包括流体力学中线性流的微小扰动的演化、由科尔莫格罗夫和克莱因-克拉默序列描述的随机场中的粒子运动、奥恩斯坦-乌伦贝克和费勒过程及其泛化。它们被简化为仿射微分方程和伪微分方程,并通过使用开尔文波以统一的方式求解,同时为计算过渡概率和期望建立了一个全面的数学框架。开尔文波有助于研究著名的布莱克-斯科尔斯(Black-Scholes)、海斯顿(Heston)和斯坦因-斯坦(Stein)模型和更复杂的路径依赖波动率模型,以及亚洲期权、波动率和方差掉期、债券和债券期权的定价。开尔文波有助于解决几个前沿问题,包括对冲加密货币交易中自动做市商的无常损失。此书还可在剑桥核心网站上以开放获取的形式获取。
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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