Mean-field SDEs with jumps and nonlocal integral-PDEs
Recently Buckdahn et al. (Mean-field stochastic differential equations and associated PDEs, arXiv:1407.1215 , 2014 ) studied a mean-field stochastic differential equation (SDE), whose coefficients depend on both the solution process and also its law, and whose solution process ( X s t , x , P ξ , X...
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Veröffentlicht in: | Nonlinear differential equations and applications 2016-04, Vol.23 (2), Article 17 |
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Hauptverfasser: | , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
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Zusammenfassung: | Recently Buckdahn et al. (Mean-field stochastic differential equations and associated PDEs,
arXiv:1407.1215
,
2014
) studied a mean-field stochastic differential equation (SDE), whose coefficients depend on both the solution process and also its law, and whose solution process
(
X
s
t
,
x
,
P
ξ
,
X
s
t
,
ξ
=
X
s
t
,
x
,
P
ξ
|
x
=
ξ
)
,
s
∈
[
t
,
T
]
,
(
t
,
x
)
∈
[
0
,
T
]
×
R
d
,
ξ
∈
L
2
(
F
t
,
R
d
)
, admits the flow property. This flow property is the key for the study of the associated nonlocal partial differential equation (PDE). In this work we extend these studies in a non-trivial manner to mean-field SDEs which, in addition to the driving Brownian motion, are governed by a compensated Poisson random measure. We show that under suitable regularity assumptions on the coefficients of the SDE, the solution
X
t
,
x
,
P
ξ
is twice differentiable with respect to
x
and its law. We establish the associated nonlocal integral-PDE, and we show that
V
(
t
,
x
,
P
ξ
)
=
E
[
Φ
(
X
T
t
,
x
,
P
ξ
,
P
X
T
t
,
ξ
)
]
is the unique classical solution
V
:
[
0
,
T
]
×
R
d
×
P
2
(
R
d
)
→
R
of this nonlocal integral-PDE with terminal condition
Φ
. |
---|---|
ISSN: | 1021-9722 1420-9004 |
DOI: | 10.1007/s00030-016-0366-1 |