We are interested in stationary “fluid” random evolutions with independent increments. Under some mild assumptions, we show they are solutions of a stochastic differential equation (SDE). There are situations where these evolutions are not described by flows of diffeomorphisms, but by coalescing flows or by flows of probability kernels.
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In an intermediate phase, for which there exist a coalescing flow and a flow of kernels solution of the SDE, a classification is given: All solutions of the SDE can be obtained by filtering a coalescing motion with respect to a subnoise containing the Gaussian part of its noise. Thus, the coalescing motion cannot be described by a white noise.
@article{1084884851,
author = {Le Jan, Yves and Raimond, Olivier},
title = {Flows, coalescence and noise},
journal = {Ann. Probab.},
volume = {32},
number = {1A},
year = {2004},
pages = { 1247-1315},
language = {en},
url = {http://dml.mathdoc.fr/item/1084884851}
}
Le Jan, Yves; Raimond, Olivier. Flows, coalescence and noise. Ann. Probab., Tome 32 (2004) no. 1A, pp. 1247-1315. http://gdmltest.u-ga.fr/item/1084884851/