Some background is provided here on the theory of large deviations along with explanation of the two main techniques used in the literature to apply the theory on stochastic partial differential equations. Examples of recently published results on the applications of large deviations to areas such as finance, queueing theory, and wireless networks are also discussed.

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Large Deviations: A Survey on Its Theory and Applications

  • Parisa Fatheddin

摘要

Some background is provided here on the theory of large deviations along with explanation of the two main techniques used in the literature to apply the theory on stochastic partial differential equations. Examples of recently published results on the applications of large deviations to areas such as finance, queueing theory, and wireless networks are also discussed.