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Random Fields and Stochastic Partial Differential Equations Y. Rozanov

Random Fields and Stochastic Partial Differential Equations By Y. Rozanov

Random Fields and Stochastic Partial Differential Equations by Y. Rozanov


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Summary

) It assumes certain knowledge in general Analysis and Probability {Hilbert space methods, Schwartz distributions, Fourier transform) . , generalized random function' = ( cp, 'TJ), cp E C~(T), with independent random variables ( cp, 'fJ) for any test functions cp with disjoint supports.

Random Fields and Stochastic Partial Differential Equations Summary

Random Fields and Stochastic Partial Differential Equations by Y. Rozanov

This book considers some models described by means of partial dif ferential equations and boundary conditions with chaotic stochastic disturbance. In a framework of stochastic Partial Differential Equa tions an approach is suggested to generalize solutions of stochastic Boundary Problems. The main topic concerns probabilistic aspects with applications to well-known Random Fields models which are representative for the corresponding stochastic Sobolev spaces. {The term stochastic in general indicates involvement of appropriate random elements. ) It assumes certain knowledge in general Analysis and Probability {Hilbert space methods, Schwartz distributions, Fourier transform) . I A very general description of the main problems considered can be given as follows. Suppose, we are considering a random field ~ in a region T ~ Rd which is associated with a chaotic (stochastic) source' by means of the differential equation (*) in T. A typical chaotic source can be represented by an appropri ate random field' with independent values, i. e. , generalized random function' = ( cp, 'TJ), cp E C~(T), with independent random variables ( cp, 'fJ) for any test functions cp with disjoint supports. The property of having independent values implies a certain roughness of the ran dom field ' which can only be treated functionally as a very irregular Schwarz distribution. With the lack of a proper development of non linear analyses for generalized functions, let us limit ourselves to the 1 For related material see, for example, J. L. Lions, E.

Table of Contents

Foreword. I. Random Fields and Stochastic Sobolev Spaces. II. Equations for Generalized Random Functions. III. Random Fields Associated with Partial Equations. IV. Gaussian Random Fields.

Additional information

NPB9780792349846
9780792349846
0792349849
Random Fields and Stochastic Partial Differential Equations by Y. Rozanov
New
Hardback
Springer
1998-03-31
232
N/A
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