Heat Kernel Method and Its Applications
暫譯: 熱核方法及其應用

Avramidi, Ivan

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商品描述

The heart of the book is the development of a short-time asymptotic expansion for the heat kernel. This is explained in detail and explicit examples of some advanced calculations are given. In addition some advanced methods and extensions, including path integrals, jump diffusion and others are presented.

The book consists of four parts: Analysis, Geometry, Perturbations and Applications. The first part shortly reviews of some background material and gives an introduction to PDEs. The second part is devoted to a short introduction to various aspects of differential geometry that will be needed later. The third part and heart of the book presents a systematic development of effective methods for various approximation schemes for parabolic differential equations. The last part is devoted to applications in financial mathematics, in particular, stochastic differential equations.

Although this book is intended for advanced undergraduate or beginning graduate students in, it should also provide a useful reference for professional physicists, applied mathematicians as well as quantitative analysts with an interest in PDEs.

商品描述(中文翻譯)

本書的核心是針對熱核的短時間漸進展開的發展。這部分將詳細解釋,並提供一些高級計算的具體範例。此外,還介紹了一些高級方法和擴展,包括路徑積分、跳躍擴散等。

本書分為四個部分:分析、幾何、擾動和應用。第一部分簡要回顧了一些背景材料,並介紹了偏微分方程(PDEs)。第二部分專門介紹了在後續內容中需要的各種微分幾何的基本概念。第三部分是本書的核心,系統地發展了針對拋物型微分方程的各種近似方案的有效方法。最後一部分專注於金融數學的應用,特別是隨機微分方程。

雖然本書是為高年級本科生或初級研究生所編寫,但對於專業物理學家、應用數學家以及對偏微分方程有興趣的量化分析師來說,也應該提供了有用的參考。

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