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Solving inverse problems for random equations and applications

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Author Info

  • Herb E. KUNZE

    ()

  • Davide LA TORRE

    ()

  • Edward R. VRSCAY

    ()

Abstract

ABSTRACT: Most natural phenomena are subject to small variations in the environment within which they take place; data gathered from many runs of the same experiment may well show differences that are most suitably accounted for by a model that incorporates some randomness. Differential equations with random coefficients are one such class of useful models. In this paper we consider such equations T(w,x(w))=x(w) as random fixed point equations, where T:Y x X -> X is a given operator, Y is a probability space and (X,d) is a complete metric space. We consider the following inverse problem for such equations: given a set of realizations of the fixed point of T (possibly the interpolations of different observational data sets), determine the operator T or the mean value of its random components, as appropriate. We solve the inverse problem for this class of equations by using the collage theorem.

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File URL: http://wp.demm.unimi.it/tl_files/wp/2007/DEMM-2007_044wp.pdf
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Bibliographic Info

Paper provided by Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano in its series Departmental Working Papers with number 2007-44.

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Date of creation: 01 Dec 2007
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Handle: RePEc:mil:wpdepa:2007-44

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Keywords: Inverse problems; collage method; random differential equations;

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