Trotter-Kato Approximations of Stochastic Differential Equations in Infinite Dimensions and Applications
Govindan, T. E.
- 出版商: Springer
- 出版日期: 2024-07-02
- 售價: $5,540
- 貴賓價: 9.5 折 $5,263
- 語言: 英文
- 頁數: 313
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3031427904
- ISBN-13: 9783031427909
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商品描述
This is the first comprehensive book on Trotter-Kato approximations of stochastic differential equations (SDEs) in infinite dimensions and applications. This research monograph brings together the varied literature on this topic since 1985 when such a study was initiated. The author provides a clear and systematic introduction to the theory of Trotter-Kato approximations of SDEs and also presents its applications to practical topics such as stochastic stability and stochastic optimal control. The theory assimilated here is developed slowly and methodically in digestive pieces.
The book begins with a motivational chapter introducing several different models that highlight the importance of the theory on abstract SDEs that will be considered in the subsequent chapters. The author next introduces the necessary mathematical background and then leads the reader into the main discussion of the monograph, namely, the Trotter-Kato approximations of many classes of SDEs in Hilbert spaces, Trotter-Kato approximations of SDEs in UMD Banach spaces and some of their applications. Most of the results presented in the main chapters appear for the first time in a book form. The monograph also contains many illustrative examples on stochastic partial differential equations and one in finance as an application of the Trotter-Kato formula. The key steps are included in all proofs which will help the reader to get a real insight into the theory of Trotter-Kato approximations and its use.
This book is intended for researchers and graduate students in mathematics specializing in probability theory. It will also be useful to numerical analysts, engineers, physicists and practitioners who are interested in applying the theory of stochastic evolution equations. Since the approach is based mainly in semigroup theory, it is accessible to a wider audience including non-specialists in stochastic processes.
商品描述(中文翻譯)
這是第一本關於無窮維隨機微分方程(SDEs)的Trotter-Kato逼近的綜合性書籍,並介紹了其應用。自1985年開始進行這項研究以來,這本研究專著匯集了關於這一主題的各種文獻。作者清晰而系統地介紹了Trotter-Kato逼近SDEs的理論,並將其應用於實際主題,如隨機穩定性和隨機最優控制。這裡所介紹的理論是以漸進和有系統的方式進行的。
本書以一個動機性章節開始,介紹了幾個不同的模型,突出了在後續章節中將考慮的抽象SDEs理論的重要性。作者接下來介紹了必要的數學背景,然後引導讀者進入專著的主要討論,即在希爾伯特空間中的多類SDEs的Trotter-Kato逼近,以及在UMD Banach空間中的SDEs的Trotter-Kato逼近及其一些應用。大部分主要章節中呈現的結果首次以書籍形式出現。本專著還包含了許多關於隨機偏微分方程的實例,以及一個金融應用作為Trotter-Kato公式的應用。所有證明中都包含了關鍵步驟,這將有助於讀者對Trotter-Kato逼近理論及其應用有真正的洞察力。
本書面向專攻概率論的數學研究人員和研究生,對於有興趣應用隨機演化方程理論的數值分析師、工程師、物理學家和從業人員也很有用。由於這種方法主要基於半群理論,因此對於包括非隨機過程非專業人士在內的更廣泛的讀者群體也是可理解的。
作者簡介
作者簡介(中文翻譯)
T. E. Govindan在印度理工學院卡納普爾分校獲得統計學碩士學位,並於1991年在印度理工學院孟買分校獲得數學博士學位。在為印度孟買大學服務了八年之後,他於1999年移居墨西哥。目前,他是墨西哥國立理工學院的數學教授,專攻隨機分析,特別是隨機微分方程。