Mean exit time and escape probability for dynamical systems driven by Lévy noises (Q2878935)
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scientific article; zbMATH DE number 6340625
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Mean exit time and escape probability for dynamical systems driven by Lévy noises |
scientific article; zbMATH DE number 6340625 |
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5 September 2014
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stochastic differential equations
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mean exit time
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escape probability
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\(\alpha\)-stable type Lévy motions
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numerical methods
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integro-differential equation
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Mean exit time and escape probability for dynamical systems driven by Lévy noises (English)
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The authors consider the problem of the approximate determination of the mean first exit time and escape probability for dynamic systems described by a stochastic differential equation with \(\alpha\)-stable type Lévy motions \(L^\alpha_t\).NEWLINENEWLINEThey propose a numerical algorithm for solving a deterministic integral-differential equation corresponding to the original stochastic differential equation. The algorithm is applied to an example for which the analytical and asymptotic solution are known. Both the analytical and numerical results show that the mean exit time depends strongly on the domain size and the value of the parameter \(\alpha\) in the \(L^\alpha_t\) process.
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