Symplectic Integrators to Stochastic Hamiltonian Dynamical Systems Derived from Composition Methods

“Symplectic” schemes for stochastic Hamiltonian dynamical systems are formulated through “composition methods (or operator splitting methods)” proposed by Misawa (2001). In the proposed methods, a symplectic map, which is given by the solution of a stochastic Hamiltonian system, is approximated by composition of the stochastic flows derived from simpler Hamiltonian vector fields. The global error orders of the numerical schemes derived from the stochastic composition methods are provided. To examine the superiority of the new schemes, some illustrative numerical simulations on the basis of the proposed schemes are carried out for a stochastic harmonic oscillator system.

[1]  Kevin Burrage,et al.  High strong order methods for non-commutative stochastic ordinary differential equation systems and the Magnus formula , 1999 .

[2]  Hiroshi Kunita,et al.  On the representation of solutions of stochastic differential equations , 1980 .

[3]  Yoshihiro Saito,et al.  Simulation of stochastic differential equations , 1993 .

[4]  池田 信行,et al.  Stochastic differential equations and diffusion processes , 1981 .

[5]  Tetsuya Misawa,et al.  Conserved Quantities and Symmetries Related to Stochastic Dynamical Systems , 1999 .

[6]  E. Hairer,et al.  Geometric Numerical Integration , 2022, Oberwolfach Reports.

[7]  G. Quispel,et al.  Splitting methods , 2002, Acta Numerica.

[8]  Simon M. J. Lyons Introduction to stochastic differential equations , 2011 .

[9]  G. Quispel,et al.  Acta Numerica 2002: Splitting methods , 2002 .

[10]  G. N. Milstein,et al.  Numerical Methods for Stochastic Systems Preserving Symplectic Structure , 2002, SIAM J. Numer. Anal..

[11]  H. Owhadi,et al.  Stochastic Variational Integrators , 2007, 0708.2187.

[12]  Tetsuya Misawa A Lie Algebraic Approach to Numerical Integration of Stochastic Differential Equations , 2001, SIAM J. Sci. Comput..

[13]  L. Rogers Stochastic differential equations and diffusion processes: Nobuyuki Ikeda and Shinzo Watanabe North-Holland, Amsterdam, 1981, xiv + 464 pages, Dfl.175.00 , 1982 .

[14]  E. Hairer,et al.  Geometric Numerical Integration: Structure Preserving Algorithms for Ordinary Differential Equations , 2004 .

[15]  Simon J. A. Malham,et al.  Stochastic Lie Group Integrators , 2007, SIAM J. Sci. Comput..