Stochastic methods : a handbook for the natural and social sciences

書誌事項

Stochastic methods : a handbook for the natural and social sciences

Crispin Gardiner

(Springer series in synergetics)(Springer complexity)

Springer, c2009

4th ed

  • : hard
  • : softcover

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注記

Includes bibliographical references (p. [421]-433) and indexes

内容説明・目次

内容説明

In the third edition of this classic the chapter on quantum Marcov processes has been replaced by a chapter on numerical treatment of stochastic differential equations to make the book even more valuable for practitioners.

目次

A Historical Introduction.- Probability Concepts.- Markov Processes.- The Ito Calculus and Stochastic Differential Equations.- The Fokker-Planck Equation.- The Fokker-Planck Equation in Several Dimensions.- Small Noise Approximations for Diffusion Processes.- The White Noise Limit.- Beyond the White Noise Limit.- Levy Processes and Financial Applications.- Master Equations and Jump Processes.- The Poisson Representation.- Spatially Distributed Systems.- Bistability, Metastability, and Escape Problems.- Simulation of Stochastic Differential Equations.

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詳細情報

  • NII書誌ID(NCID)
    BA89698753
  • ISBN
    • 9783540707127
    • 9783642089626
  • LCCN
    2008936877
  • 出版国コード
    gw
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    Heidelberg
  • ページ数/冊数
    xvii, 447 p.
  • 大きさ
    24 cm
  • 分類
  • 件名
  • 親書誌ID
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