An Introduction to the Numerical Simulation of Stochastic Di erential Equations is popular PDF and ePub book, written by Desmond J. Higham in 2021-01-28, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, An Introduction to the Numerical Simulation of Stochastic Di erential Equations can be Read Online from any device for your convenience.
An Introduction to the Numerical Simulation of Stochastic Di erential Equations Book PDF Summary
This book provides a lively and accessible introduction to the numerical solution of stochastic differential equations with the aim of making this subject available to the widest possible readership. It presents an outline of the underlying convergence and stability theory while avoiding technical details. Key ideas are illustrated with numerous computational examples and computer code is listed at the end of each chapter. The authors include 150 exercises, with solutions available online, and 40 programming tasks. Although introductory, the book covers a range of modern research topics, including Itô versus Stratonovich calculus, implicit methods, stability theory, nonconvergence on nonlinear problems, multilevel Monte Carlo, approximation of double stochastic integrals, and tau leaping for chemical and biochemical reaction networks. An Introduction to the Numerical Simulation of Stochastic Differential Equations is appropriate for undergraduates and postgraduates in mathematics, engineering, physics, chemistry, finance, and related disciplines, as well as researchers in these areas. The material assumes only a competence in algebra and calculus at the level reached by a typical first-year undergraduate mathematics class, and prerequisites are kept to a minimum. Some familiarity with basic concepts from numerical analysis and probability is also desirable but not necessary.
Detail Book of An Introduction to the Numerical Simulation of Stochastic Di erential Equations PDF
- Author : Desmond J. Higham
- Release : 28 January 2021
- Publisher : SIAM
- ISBN : 9781611976434
- Genre : Mathematics
- Total Page : 293 pages
- Language : English
- PDF File Size : 8,8 Mb
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