The calculation of expectations for classes of diffusion processes by Lie symmetry methods

Citation
Craddock, Mark et A. Lennox, Kelly, The calculation of expectations for classes of diffusion processes by Lie symmetry methods, Annals of applied probability , 19(1), 2009, pp. 127-157
ISSN journal
10505164
Volume
19
Issue
1
Year of publication
2009
Pages
127 - 157
Database
ACNP
SICI code
Abstract
This paper uses Lie symmetry methods to calculate certain expectations for a large class of Itô diffusions. We show that if the problem has sufficient symmetry, then the problem of computing functionals of the form Ex(e..Xt..0tg(Xs).ds) can be reduced to evaluating a single integral of known functions. Given a drift f we determine the functions g for which the corresponding functional can be calculated by symmetry. Conversely, given g, we can determine precisely those drifts f for which the transition density and the functional may be computed by symmetry. Many examples are presented to illustrate the method.