Continuous-Time Random Walks for the Numerical Solution of Stochastic Differential Equations

Author:   Nawaf Bou-Rabee ,  Eric Vanden-Eijnden
Publisher:   American Mathematical Society
ISBN:  

9781470431815


Pages:   124
Publication Date:   30 January 2019
Format:   Paperback
Availability:   In Print   Availability explained
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Continuous-Time Random Walks for the Numerical Solution of Stochastic Differential Equations


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Overview

This paper introduces time-continuous numerical schemes to simulate stochastic differential equations (SDEs) arising in mathematical finance, population dynamics, chemical kinetics, epidemiology, biophysics, and polymeric fluids. These schemes are obtained by spatially discretizing the Kolmogorov equation associated with the SDE in such a way that the resulting semi-discrete equation generates a Markov jump process that can be realized exactly using a Monte Carlo method. In this construction the jump size of the approximation can be bounded uniformly in space, which often guarantees that the schemes are numerically stable for both finite and long time simulation of SDEs.

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Author:   Nawaf Bou-Rabee ,  Eric Vanden-Eijnden
Publisher:   American Mathematical Society
Imprint:   American Mathematical Society
Weight:   0.205kg
ISBN:  

9781470431815


ISBN 10:   1470431815
Pages:   124
Publication Date:   30 January 2019
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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Nawaf Bou-Rabee, Rutgers University Camden, NJ. Eric Vanden-Eijnden, Courant Institute of Mathematical Sciences, New York University, NY.

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