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Stochastic Evolution Systems: Linear Theory and Applications to Non-Linear Filtering (Probability Theory and Stochastic Modelling Book 89) PDF

340 Pages·2018·2.1 MB·English
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by Boris L. Rozovsky| 2018| 340 pages| 2.1| English

About Stochastic Evolution Systems: Linear Theory and Applications to Non-Linear Filtering (Probability Theory and Stochastic Modelling Book 89)

This monograph, now in a thoroughly revised second edition, develops the theory of stochastic calculus in Hilbert spaces and applies the results to the study of generalized solutions of stochastic parabolic equations.The emphasis lies on second-order stochastic parabolic equations and their connection to random dynamical systems. The authors further explore applications to the theory of optimal non-linear filtering, prediction, and smoothing of partially observed diffusion processes. The new edition now also includes a chapter on chaos expansion for linear stochastic evolution systems.This book will appeal to anyone working in disciplines that require tools from stochastic analysis and PDEs, including pure mathematics, financial mathematics, engineering and physics.

Detailed Information

Author:Boris L. Rozovsky
Publication Year:2018
ISBN:9783319948935
Pages:340
Language:English
File Size:2.1
Format:PDF
Price:FREE
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