Applied Stochastic Processes and Control for Jump Diffusions: Modeling, Analysis, and Computation (Paperback)
暫譯: 應用隨機過程與跳躍擴散控制:建模、分析與計算(平裝本)

Hanson, Floyd B.

  • 出版商: Cambridge
  • 出版日期: 2007-11-22
  • 售價: $4,310
  • 貴賓價: 9.5$4,095
  • 語言: 英文
  • 頁數: 474
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0898716330
  • ISBN-13: 9780898716337
  • 相關分類: 機率統計學 Probability-and-statistics
  • 海外代購書籍(需單獨結帳)

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商品描述

This self-contained, practical, entry-level text integrates the basic principles of applied mathematics, applied probability, and computational science for a clear presentation of stochastic processes and control for jump diffusions in continuous time. The author covers the important problem of controlling these systems and, through the use of a jump calculus construction, discusses the strong role of discontinuous and nonsmooth properties versus random properties in stochastic systems. The book emphasises modelling and problem solving, and presents sample applications in financial engineering and biomedical modelling. Computational and analytic exercises and examples are included throughout. While classical applied mathematics is used in most of the chapters to set up systematic derivations and essential proofs, the final chapter bridges the gap between the applied and the abstract worlds to give readers an understanding of the more abstract literature on jump diffusions. Appendices are available on the book's supplementary Web page.

商品描述(中文翻譯)

這本自成一體、實用的入門級教材整合了應用數學、應用機率和計算科學的基本原則,清晰地呈現了隨機過程和連續時間跳躍擴散的控制。作者探討了控制這些系統的重要問題,並通過使用跳躍微積分的構造,討論了不連續和不光滑性質在隨機系統中相對於隨機性質的強大作用。本書強調建模和問題解決,並在金融工程和生物醫學建模中提供了示範應用。全書包含計算和分析的練習及範例。雖然大多數章節使用經典的應用數學來建立系統的推導和基本證明,但最後一章則彌合了應用與抽象世界之間的鴻溝,使讀者能理解有關跳躍擴散的更抽象文獻。附錄可在本書的補充網頁上獲得。

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