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Almost sure convergence of solutions to non-homogeneous stochastic difference equation 

Authors: Gregory Berkolaiko a; Alexandra Rodkina b
Affiliations:   a Department of Mathematics, Texas A&M University, College Station, TX, USA
b Department of Mathematics and Computer Science, University of the West Indies, Kingston, Jamaica
DOI: 10.1080/10236190600574093
Publication Frequency: 12 issues per year
Published in: journal Journal of Difference Equations and Applications, Volume 12, Issue 6 June 2006 , pages 535 - 553
Formats available: HTML (English) : PDF (English)
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Abstract

We consider a non-homogeneous non-linear stochastic difference equation./GDEA_A_157392_O_XML_IMAGES/GDEA_A_157392_O_UM0001.gif   and its linear counterpart./GDEA_A_157392_O_XML_IMAGES/GDEA_A_157392_O_UM0002.gif   both with initial value ./GDEA_A_157392_O_XML_IMAGES/GDEA_A_157392_O_ILM0001.gif  , non-random decaying free coefficient Sn and independent random variables ./GDEA_A_157392_O_XML_IMAGES/GDEA_A_157392_O_ILM0002.gif  . We establish results on a.s. convergence of solutions Xn to zero. Obtained necessary conditions tie together certain moments of the noise ./GDEA_A_157392_O_XML_IMAGES/GDEA_A_157392_O_ILM0003.gif  and the rate of decay of Sn . To ascertain sharpness of our conditions we discuss some situations when Xn diverges. We also establish a result concerning the rate of decay of Xn to zero.

Several examples are given to illustrate the ideas of the paper.
Keywords: 39A10; 39A11; 37H10; 34F05; 93E15
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