Necessary conditions for partially observed optimal control of general McKean-Vlasov stochastic differential equations with jumps
被引:8
作者:
Miloudi, Hakima
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机构:
Biskra Univ, Lab Math Anal Probabil & Optimizat, POB 145, Biskra 07000, AlgeriaBiskra Univ, Lab Math Anal Probabil & Optimizat, POB 145, Biskra 07000, Algeria
Miloudi, Hakima
[1
]
Meherrem, Shahlar
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机构:
Yasar Univ, Fac Sci & Letters, Dept Math, Izmir, Turkey
Azerbaijan Natl Acad Sci, Inst Control Syst, Baku, AzerbaijanBiskra Univ, Lab Math Anal Probabil & Optimizat, POB 145, Biskra 07000, Algeria
Meherrem, Shahlar
[2
,3
]
Lakhdari, Imad Eddine
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机构:
Biskra Univ, Lab Math Anal Probabil & Optimizat, POB 145, Biskra 07000, AlgeriaBiskra Univ, Lab Math Anal Probabil & Optimizat, POB 145, Biskra 07000, Algeria
Lakhdari, Imad Eddine
[1
]
Hafayed, Mokhtar
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机构:
Biskra Univ, Lab Math Anal Probabil & Optimizat, POB 145, Biskra 07000, AlgeriaBiskra Univ, Lab Math Anal Probabil & Optimizat, POB 145, Biskra 07000, Algeria
Hafayed, Mokhtar
[1
]
机构:
[1] Biskra Univ, Lab Math Anal Probabil & Optimizat, POB 145, Biskra 07000, Algeria
Partially observed optimal control;
McKean-Vlasov stochastic system with jumps;
probability measure;
Girsanov's theorem;
derivatives with respect to measure;
MAXIMUM PRINCIPLE;
SYSTEMS;
D O I:
10.1080/00207179.2021.1961020
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
In this paper, we establish necessary conditions of optimality for partially observed optimal control problems of Mckean-Vlasov type. The system is described by a controlled stochastic differential equation governed by Poisson random measure and an independent Brownian motion. The coefficients of the McKean-Vlasov system depend on the state of the solution process as well as of its probability law and the control variable. The proof of our result is based on Girsanov's theorem, variational equations and derivatives with respect to probability measure under convexity assumption. At the end of this paper, we apply our stochastic maximum principle to study partially observed linear quadratic control problem of McKean-Vlasov type with jumps and derive the explicit expression of the optimal control.