Fractional Backward Stochastic Partial Differential Equations with Applications to Stochastic Optimal Control of Partially Observed Systems driven by Lévy Processes

Yuyang Ye, Yunzhang Li, Shanjian Tang
{"title":"Fractional Backward Stochastic Partial Differential Equations with Applications to Stochastic Optimal Control of Partially Observed Systems driven by Lévy Processes","authors":"Yuyang Ye, Yunzhang Li, Shanjian Tang","doi":"arxiv-2409.07052","DOIUrl":null,"url":null,"abstract":"In this paper, we study the Cauchy problem for backward stochastic partial\ndifferential equations (BSPDEs) involving fractional Laplacian operator.\nFirstly, by employing the martingale representation theorem and the fractional\nheat kernel, we construct an explicit form of the solution for fractional\nBSPDEs with space invariant coefficients, thereby demonstrating the existence\nand uniqueness of strong solution. Then utilizing the freezing coefficients\nmethod as well as the continuation method, we establish H\\\"older estimates and\nwell-posedness for general fractional BSPDEs with coefficients dependent on\nspace-time variables. As an application, we use the fractional adjoint BSPDEs\nto investigate stochastic optimal control of the partially observed systems\ndriven by $\\alpha$-stable L\\'evy processes.","PeriodicalId":501245,"journal":{"name":"arXiv - MATH - Probability","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - MATH - Probability","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.07052","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

In this paper, we study the Cauchy problem for backward stochastic partial differential equations (BSPDEs) involving fractional Laplacian operator. Firstly, by employing the martingale representation theorem and the fractional heat kernel, we construct an explicit form of the solution for fractional BSPDEs with space invariant coefficients, thereby demonstrating the existence and uniqueness of strong solution. Then utilizing the freezing coefficients method as well as the continuation method, we establish H\"older estimates and well-posedness for general fractional BSPDEs with coefficients dependent on space-time variables. As an application, we use the fractional adjoint BSPDEs to investigate stochastic optimal control of the partially observed systems driven by $\alpha$-stable L\'evy processes.
分数后向随机偏微分方程及其在由勒维过程驱动的部分观测系统的随机优化控制中的应用
本文研究了涉及分数拉普拉斯算子的后向随机偏微分方程(BSPDEs)的Cauchy问题。首先,利用马丁格尔表示定理和分数热核,构建了具有空间不变系数的分数BSPDEs解的显式,从而证明了强解的存在性和唯一性。然后,利用冻结系数法和延续法,我们为系数依赖于时空变量的一般分数 BSPDE 建立了 "老 "估计和好求解性。作为应用,我们利用分数邻接 BSPDEst 来研究由 $\alpha$ 稳定 L\'evy 过程驱动的部分观测系统的弹性最优控制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信