Numerical solutions for a class of SPDEs over bounded domains
ESAIM. Proceedings, Tome 19 (2007), pp. 121-125
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The optimal filter for a bounded signal with reflecting boundary is approximated by the (un-weighted) empirical measure of a finite interacting particle system. The main motivation of this un-weighted empirical measure representation is to overcome the slow convergence rate of the weighted one because of the exponential growth of the variance of individual weight of the particle. The finite system of SDEs with reflecting boundary is then solved numerically by Euler scheme.
@article{EP_2007_19_a16,
author = {Dan Crisan and Jie Xiong},
title = {Numerical solutions for a class of {SPDEs} over bounded domains},
journal = {ESAIM. Proceedings},
pages = {121--125},
year = {2007},
volume = {19},
doi = {10.1051/proc:071916},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.1051/proc:071916/}
}
Dan Crisan; Jie Xiong. Numerical solutions for a class of SPDEs over bounded domains. ESAIM. Proceedings, Tome 19 (2007), pp. 121-125. doi: 10.1051/proc:071916
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