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Titlebook: Asymptotic Methods for the Fokker-Planck Equation and the Exit Problem in Applications; Johan Grasman,Onno A. Herwaarden Book 1999 Springe

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Singular Perturbation Analysis of the Differential Equations for the Exit Probability and Exit Time xact solution. We choose to carry out a singular perturbation analysis because this method can be employed in higher dimensional problems for which an exact solution is not available. The present class of one-dimensional problems offers an excellent opportunity to develop the appropriate tools and to explore the scope of the method.
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A Markov Chain Approximation of the Stochastic Dynamical Systematical description of the connection between such a Markov chain and the stochastic dynamical system we refer to Chap. 6 of Freidlin and Wentzell (1984). Here we work out two examples. One modelling the preferent states of the atmospheric circulation and one dealing with the occupation rate of a patch of land by some biological species.
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Book 1999rturbation methods for the corresponding Fokker-Planck equation. The authors indicate how their techniques relate to the Itô calculus applied to the Langevin equation. The book will be useful to researchers and graduate students.
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