Two Equivalent Families of Linear Fully Coupled Forward Backward Stochastic Differential Equations
ESAIM: Control, Optimisation and Calculus of Variations, Tome 28 (2022), article no. 82

In this paper, we investigate two families of fully coupled linear Forward-Backward Stochastic Differential Equations (FBSDEs) and its applications to optimal Linear Quadratic (LQ) problems. Within these families, one could get same well-posedness of FBSDEs with totally different coefficients. A family of FBSDEs is proved to be equivalent with respect to the Unified Approach. Thus one could get well-posedness of whole family once a member exists a unique solution. Another equivalent family of FBSDEs are investigated by introducing a linear transformation method. Owing to the coupling structure between forward and backward equations, it leads to a highly interdependence in solutions. We are able to decouple FBSDEs into partial coupling, by virtue of linear transformation, without losing the existence and uniqueness to solutions. Moreover, owing to non-degeneracy of transformation matrix, the solution to original FBSDEs is totally determined by solutions of FBSDEs after transformation. In addition, an example of optimal LQ problem is presented to illustrate.

Reçu le :
Accepté le :
Première publication :
Publié le :
DOI : 10.1051/cocv/2022073
Classification : 39A50, 60G99, 93E20
Keywords: Forward-backward stochastic differential equations, well-posedness, equivalent family, linear transformation, linear quadratic problem
@article{COCV_2022__28_1_A82_0,
     author = {Liu, Ruyi and Wu, Zhen and Zhang, Detao},
     title = {Two {Equivalent} {Families} of {Linear} {Fully} {Coupled} {Forward} {Backward} {Stochastic} {Differential} {Equations}},
     journal = {ESAIM: Control, Optimisation and Calculus of Variations},
     year = {2022},
     publisher = {EDP-Sciences},
     volume = {28},
     doi = {10.1051/cocv/2022073},
     mrnumber = {4525176},
     zbl = {1511.60088},
     language = {en},
     url = {https://www.numdam.org/articles/10.1051/cocv/2022073/}
}
TY  - JOUR
AU  - Liu, Ruyi
AU  - Wu, Zhen
AU  - Zhang, Detao
TI  - Two Equivalent Families of Linear Fully Coupled Forward Backward Stochastic Differential Equations
JO  - ESAIM: Control, Optimisation and Calculus of Variations
PY  - 2022
VL  - 28
PB  - EDP-Sciences
UR  - https://www.numdam.org/articles/10.1051/cocv/2022073/
DO  - 10.1051/cocv/2022073
LA  - en
ID  - COCV_2022__28_1_A82_0
ER  - 
%0 Journal Article
%A Liu, Ruyi
%A Wu, Zhen
%A Zhang, Detao
%T Two Equivalent Families of Linear Fully Coupled Forward Backward Stochastic Differential Equations
%J ESAIM: Control, Optimisation and Calculus of Variations
%D 2022
%V 28
%I EDP-Sciences
%U https://www.numdam.org/articles/10.1051/cocv/2022073/
%R 10.1051/cocv/2022073
%G en
%F COCV_2022__28_1_A82_0
Liu, Ruyi; Wu, Zhen; Zhang, Detao. Two Equivalent Families of Linear Fully Coupled Forward Backward Stochastic Differential Equations. ESAIM: Control, Optimisation and Calculus of Variations, Tome 28 (2022), article no. 82. doi: 10.1051/cocv/2022073

[1] B. Ahmad, A. Alsaedi, M. R. Alsulami and S. Ntouyas, Existence theory for coupled nonlinear third-order ordinary differential equations with nonlocal multi-point anti-periodic type boundary conditions on an arbitrary domain. AIMS Math. 4 (2019) 1634-1663. | MR | Zbl | DOI

[2] B. D. O. Anderson and J. B. Moore, Optimal control-Linear quadratic methods. Prentice-Hall, New York (1989).

[3] F. Antonelli, Backward-forward stochastic differential equations. Ann. Appl. Probab. 3 (1993) 777-793. | MR | Zbl | DOI

[4] A. Bensoussan, Nonlinear Filtering and Stochastic Control. Springer-Verlag, Berlin (1982).

[5] S. Chen, X. Li and X. Zhou, Stochastic linear quadratic regulators with indefinite control weight costs. SIAM J. Control Optim. 36 (1998) 1685-1702. | MR | Zbl | DOI

[6] Y. Hu and S. Peng, Solution of forward-backward stochastic differential equations. Probab. Theory Relat. Fields 103 (1995) 273-283. | MR | Zbl | DOI

[7] Y. Hu, X. Shi and Z. Xu, Constrained stochastic LQ control with regime switching and application to portfolio selection. To appear in Ann. Appl. Probab. (2021) . | arXiv | MR | Zbl

[8] X. Li, X. Zhou and M. Ait Rami, Indefinite stochastic linear quadratic control with Markovian jumps in infinite time horizon. J. Global Optim. 27 (2003) 149-175. | MR | Zbl | DOI

[9] R. Liu and Z. Wu, Well-posedness of fully coupled linear forward-backward stochastic differential equations. J. Syst. Sci. Complex. 32 (2019) 789-802. | MR | Zbl | DOI

[10] J. Ma, Z. Wu, D. Zhang and J. Zhang, On well-posedness of forward-backward SDEs - a unified approach. Ann. Appl. Probab. 25 (2015) 2168-2214. | MR | Zbl

[11] J. Ma, P. Protter and J. Yong, Solving forward-backward stochastic differential equations explicitly - a four step scheme. Probab. Theory Relat. Fields 98 (1994) 339-359. | MR | Zbl | DOI

[12] J. Ma and J. Yong, Forward-backward stochastic differential equations and their applications. Lecture Notes in Math. 1702 Springer-Verlag, New York (1999). | MR | Zbl

[13] E. Pardoux and S. Tang, Forward-backward stochastic differential equations and quasilinear parabolic PDEs. Probab. Theory Relat. Fields 114 (1999) 123-150. | MR | Zbl | DOI

[14] S. Peng and Z. Wu, Fully coupled forward-backward stochastic differential equations and applications to optimal control. SIAM J. Control Optim. 37 (1999) 825-843. | MR | Zbl | DOI

[15] S. Tang, General linear quadratic optimal stochastic control problems with random coefficients: linear stochastic Hamilton systems and backward stochastic Riccati equations. SIAM J. Control Optim. 42 (2003) 53-75. | MR | Zbl | DOI

[16] A. Verma, B. Pandit and R. Agarwal, On multiple solutions for a fourth order nonlinear singular boundary value problems arising in epitaxial growth theory. Math. Methods Appl. Sci. 7 (2021) 5418-5435. | MR | Zbl | DOI

[17] Z. Wu, Adapted solutions of forward-backward stochastic differential equations and their parameter dependence. Chinese Ann. Math. Ser. A 1 (1998) 55-62. | MR | Zbl

[18] Z. Wu and Z. Yu, Probabilistic interpretation for a system of quasilinear parabolic partial differential equation combined with algebra equations. Stochastic Process Appl. 124 (2014) 3921-3947. | MR | Zbl | DOI

[19] J. Yong, Linear forward-backward stochastic differential equations with random coefficients. Probab. Theory Relat. Fields 135 (2006) 53-83. | MR | Zbl | DOI

[20] J. Yong and X. Zhou, Stochastic controls. Hamiltonian systems and HJB equations. Springer-Verlag, New York (1999). | MR | Zbl

[21] J. Yong, Finding adapted solutions of forward backward stochastic differential equations: method of continuation. Probab. Theory Relat. Fields 107 (1997) 537-572. | MR | Zbl | DOI

[22] Z. Yu, Equivalent cost functionals and stochastic linear quadratic optimal control problems. ESAIM: COCV 19 (2013) 78-90. | MR | Zbl | Numdam

Cité par Sources :