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Research Article | Open Access

Stochastic differential equations in infinite dimensional Hilbert space and its optimal control problem with Lévy processes

Meijiao Wang1Qiuhong Shi2Maoning Tang2Qingxin Meng2( )
Business School, University of Shanghai for Science and Technology, Shanghai 200093, China
Department of Mathematics, Huzhou University, Zhejiang 313000, China
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Abstract

The paper is concerned with a class of stochastic differential equations in infinite dimensional Hilbert space with random coefficients driven by Teugels martingales which are more general processes and the corresponding optimal control problems. Here Teugels martingales are a family of pairwise strongly orthonormal martingales associated with Lévy processes (see Nualart and Schoutens [21]). There are three major ingredients. The first is to prove the existence and uniqueness of the solutions by continuous dependence theorem of solutions combining with the parameter extension method. The second is to establish the stochastic maximum principle and verification theorem for our optimal control problem by the classic convex variation method and dual techniques. The third is to represent an example of a Cauchy problem for a controlled stochastic partial differential equation driven by Teugels martingales which our theoretical results can solve.

CLC number: 60H10, 93E24

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AIMS Mathematics
Pages 2427-2455

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Cite this article:
Wang M, Shi Q, Tang M, et al. Stochastic differential equations in infinite dimensional Hilbert space and its optimal control problem with Lévy processes. AIMS Mathematics, 2022, 7(2): 2427-2455. https://doi.org/10.3934/math.2022137

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Received: 12 April 2021
Accepted: 04 November 2021
Published: 15 February 2022
©2022 the Author(s), licensee AIMS Press.

This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0)