Research output: Contribution to journal › Article › peer-review
A Modification of Numerical Methods for Stochastic Differential Equations with First Integrals. / Averina, T. A.; Rybakov, K. A.
In: Numerical Analysis and Applications, Vol. 12, No. 3, 01.07.2019, p. 203-218.Research output: Contribution to journal › Article › peer-review
}
TY - JOUR
T1 - A Modification of Numerical Methods for Stochastic Differential Equations with First Integrals
AU - Averina, T. A.
AU - Rybakov, K. A.
PY - 2019/7/1
Y1 - 2019/7/1
N2 - Stochastic differential equations (SDEs) with first integrals are considered. Exact solutions of such SDEs belong to smooth manifolds with probability 1. However, numerical solutions do not belong to the manifolds, but belong to their neighborhoods due to numerical errors. The main goal of this paper is to construct modified numerical methods for solving SDEs that have first integrals. In this study, exact solutions for three SDE systems with first integrals are obtained, and the modification of numerical methods is tested on these systems.
AB - Stochastic differential equations (SDEs) with first integrals are considered. Exact solutions of such SDEs belong to smooth manifolds with probability 1. However, numerical solutions do not belong to the manifolds, but belong to their neighborhoods due to numerical errors. The main goal of this paper is to construct modified numerical methods for solving SDEs that have first integrals. In this study, exact solutions for three SDE systems with first integrals are obtained, and the modification of numerical methods is tested on these systems.
KW - first integral
KW - manifold
KW - numerical methods
KW - projection
KW - statistical modeling
KW - stochastic differential equations
UR - http://www.scopus.com/inward/record.url?scp=85071781454&partnerID=8YFLogxK
U2 - 10.1134/S1995423919030017
DO - 10.1134/S1995423919030017
M3 - Article
AN - SCOPUS:85071781454
VL - 12
SP - 203
EP - 218
JO - Numerical Analysis and Applications
JF - Numerical Analysis and Applications
SN - 1995-4239
IS - 3
ER -
ID: 21472812