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High-dimensional Nonlinear Diffusion Stochastic Processes

High-dimensional Nonlinear Diffusion Stochastic Processes PDF Author: Yevgeny Mamontov
Publisher: World Scientific
ISBN: 9789812810540
Category : Mathematics
Languages : en
Pages : 332

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Book Description
Annotation This book is one of the first few devoted to high-dimensional diffusion stochastic processes with nonlinear coefficients. These processes are closely associated with large systems of Ito's stochastic differential equations and with discretized-in-the-parameter versions of Ito's stochastic differential equations that are nonlocally dependent on the parameter. The latter models include Ito's stochastic integro-differential, partial differential and partial integro-differential equations.The book presents the new analytical treatment which can serve as the basis of a combined, analytical -- numerical approach to greater computational efficiency. Some examples of the modelling of noise in semiconductor devices are provided