THE CALCULATION OF EXPECTATIONS FOR CLASSES OF DIFFUSION PROCESSES BY LIE SYMMETRY METHODS

被引:33
作者
Craddock, Mark [1 ]
Lennox, Kelly A. [1 ]
机构
[1] Univ Technol Sydney, Dept Math Sci, Sydney, NSW 2007, Australia
关键词
Lie symmetry groups; fundamental solutions; diffusion processes; transition densities; expectations and functionals;
D O I
10.1214/08-AAP534
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This paper uses Lie symmetry methods to calculate certain expectations for a large class of Ito diffusions. We show that if the problem has sufficient symmetry, then the problem of computing functionals of the form E-x(e(-lambda Xt-f0tg(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.
引用
收藏
页码:127 / 157
页数:31
相关论文
共 19 条
[1]  
Abramowitz M., 1972, Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables
[2]  
[Anonymous], LECT NOTES MATH
[3]  
Bluman G. W., 1989, Applied Mathematical Sciences, V81
[4]  
Brychkov Y.A., 1989, Integral Transforms of Generalized Functions
[5]   Symmetry group methods for fundamental solutions [J].
Craddock, M ;
Platen, E .
JOURNAL OF DIFFERENTIAL EQUATIONS, 2004, 207 (02) :285-302
[6]  
CRADDOCK M, 2007, THEORY LIE IN PRESS
[7]  
CRADDOCK M, 2007, PROBABILITY IN PRESS
[8]   Lie group symmetries as integral transforms of fundamental solutions [J].
Craddock, Mark ;
Lennox, Kelly A. .
JOURNAL OF DIFFERENTIAL EQUATIONS, 2007, 232 (02) :652-674
[9]   Symmetry group methods for heat kernels [J].
Craddock, MJ ;
Dooley, AH .
JOURNAL OF MATHEMATICAL PHYSICS, 2001, 42 (01) :390-418
[10]   A survey and some generalizations of Bessel processes [J].
Göing-Jaeschke, A ;
Yor, M .
BERNOULLI, 2003, 9 (02) :313-349