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A general non-convex large deviation result with applications to stochastic equations - MaRDI portal

A general non-convex large deviation result with applications to stochastic equations (Q1840521)

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scientific article; zbMATH DE number 1563073
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A general non-convex large deviation result with applications to stochastic equations
scientific article; zbMATH DE number 1563073

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    A general non-convex large deviation result with applications to stochastic equations (English)
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    24 September 2002
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    The author proves an abstract large deviation result for a sequence of random elements \((Y_n)\) in a topological vector space \(E\) which generalizes classical results of Gärtner and Ellis to a non-convex situation. Instead of considering the logarithmic moment generating function \(\theta_n(\xi)= \log{\mathbf E}\exp\langle Y_n\xi\rangle\), \(\xi\in E^*\), he stipulates the existence of functions \(\Phi_n: E\times E^*\to {\mathbf R}\) satisfying the exponential martingale condition \({\mathbf E}(\exp\langle Y_n\xi\rangle-\Phi_n(Y_n \xi))= 1\) and the existence of the limit \(\lim_{n\to\infty} n^{-1}\Phi_n(x,n\xi)\) for every \(\xi\in E^*\). The results are applied to large deviation properties of the stochastic differential equations.
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    large deviations
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    non-convex rate function
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    stochastic differential equation
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