Path dependent Feynman-Kac formula for forward backward stochastic Volterra integral equations

被引:11
|
作者
Wang, Hanxiao [1 ]
Yong, Jiongmin [2 ]
Zhang, Jianfeng [3 ]
机构
[1] Natl Univ Singapore, Dept Math, Singapore 119076, Singapore
[2] Univ Cent Florida, Dept Math, Orlando, FL 32816 USA
[3] Univ Southern Calif, Dept Math, Los Angeles, CA 90089 USA
关键词
Forward backward stochastic Volterra integral equation; Path dependent partial differential equation; Feynman-Kac formula; Viscosity solution; Comparison principle; VISCOSITY SOLUTIONS; DIFFERENTIAL-EQUATIONS; LONG-MEMORY; VOLATILITY; PDES;
D O I
10.1214/21-AIHP1158
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 is concerned with the relationship between forward???backward stochastic Volterra integral equations (FBSVIEs, for short) and a system of (nonlocal in time) path dependent partial differential equations (PPDEs, for short). Due to the nature of Volterra type equations, the usual flow property (or semigroup property) does not hold. Inspired by Viens???Zhang (Ann. Appl. Probab. 29 (2019) 3489???3540) and Wang???Yong (Stochastic Process. Appl. 129 (2019) 4926???4964), auxiliary processes are introduced so that the flow property of adapted solutions to the FBSVIEs is recovered in a suitable sense, and thus the functional It?? formula is applicable. Having achieved this stage, a natural PPDE is found so that the adapted solution of the backward SVIEs admits a representation in terms of the solution to the forward SVIE via the solution to a PPDE. On the other hand, the solution of the PPDE admits a representation in terms of adapted solution to the (path dependent) FBSVIE, which is referred to as a Feynman???Kac formula. This leads to the existence and uniqueness of a classical solution to the PPDE, under smoothness conditions on the coefficients of the FBSVIEs. Further, when the smoothness conditions are relaxed with the backward component of FBSVIE being one-dimensional, a new (and suitable) notion of viscosity solution is introduced for the PPDE, for which a comparison principle of the viscosity solutions is established, leading to the uniqueness of the viscosity solution. Finally, some results have been extended to coupled FBSVIEs and type-II BSVIEs, and a representation formula for the path derivatives of PPDE solution is obtained by a closer investigation of linear FBSVIEs.
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页码:603 / 638
页数:36
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