Global flows for stochastic differential equations without global Lipschitz conditions

被引:30
作者
Fang, Shizan [1 ]
Imkeller, Peter
Zhang, Tusheng
机构
[1] Univ Bourgogne, F-21004 Dijon, France
[2] Humboldt Univ, D-1086 Berlin, Germany
[3] Univ Manchester, Manchester M13 9PL, Lancs, England
关键词
stochastic differential equation; global flow; local Lipschitz conditions; moment inequalities; martingale inequalities; approximation by ordinary differential equation; uniform convergence;
D O I
10.1214/009117906000000412
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
We consider stochastic differential equations driven by Wiener processes. The vector fields are supposed to satisfy only local Lipschitz conditions. The Lipschitz constants of the drift vector field, valid on balls of radius R, are supposed to grow not faster than log R, while those of the diffusion vector fields are supposed to grow not faster than root log R. We regularize the stochastic differential equations by associating with them approximating ordinary differential equations obtained by discretization of the increments of the Wiener process on small intervals. By showing that the flow associated with a regularized equation converges uniformly to the solution of the stochastic differential equation, we simultaneously establish the existence of a global flow for the stochastic equation under local Lipschitz conditions.
引用
收藏
页码:180 / 205
页数:26
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