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随机参数和随机资金流环境下基于二次效用函数的投资组合优化 被引量:6
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作者 常浩 荣喜民 《应用数学学报》 CSCD 北大核心 2011年第4期703-711,共9页
研究完全市场下基于二次效用最大化的带有随机资金流的动态投资组合选择问题,其中假设无风险利率、股票收益率和波动率矩阵都是一致有界随机过程.通过应用线性二次控制方法和向后随机微分方程理论得到了最优投资组合的解析表达式.
关键词 随机参数 随机资金流 二次效用最大化 向后随机微分方程 线性二次控制 最优投资组合
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Jensen's Inequality for Backward Stochastic Differential Equations 被引量:10
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作者 Long JIANG Department of Mathematics, China University of Mining and Technology, Xuzhou 221008, Jiangsu, China School of Mathematical Sciences, Fudan University, Shanghai 200433, China School of Mathematics and System Sciences, Shandong University, Jinan 250100, China. 《Chinese Annals of Mathematics,Series B》 SCIE CSCD 2006年第5期553-564,共12页
Under the Lipschitz assumption and square integrable assumption on g, the author proves that Jensen's inequality holds for backward stochastic differential equations with generator g if and only if g is independent o... Under the Lipschitz assumption and square integrable assumption on g, the author proves that Jensen's inequality holds for backward stochastic differential equations with generator g if and only if g is independent of y, g(t, 0)≡ 0 and g is super homogeneous with respect to z. This result generalizes the known results on Jensen's inequality for gexpectation in [4, 7-9]. 展开更多
关键词 Backward stochastic differential equation G-EXPECTATION Jensen's inequality for g-expectation Jensen's inequality for BSDEs
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Maximum Principle for Partially-Observed Optimal Control Problems of Stochastic Delay Systems 被引量:3
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作者 WU Shuang SHU Lan 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2017年第2期316-328,共13页
This paper is concerned with partially-observed optimal control problems for stochastic delay systems. Combining Girsanov's theorem with a standard variational technique, the authors obtain a maximum principle on ... This paper is concerned with partially-observed optimal control problems for stochastic delay systems. Combining Girsanov's theorem with a standard variational technique, the authors obtain a maximum principle on the assumption that the system equation contains time delay and the control domain is convex. The related adjoint processes are characterized as solutions to anticipated backward stochastic differential equations in finite-dimensional spaces. Then, the proposed theoretical result is applied to study partially-observed linear-quadratic optimal control problem for stochastic delay system and an explicit observable control variable is given. 展开更多
关键词 Anticipated backward stochastic differential equation maximum principle partially-observed optimal control stochastic delay systems.
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Stochastic Maximum Principle for Optimal Control Problems of Forward-Backward Delay Systems Involving Impulse Controls 被引量:3
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作者 WANG Shujun WU Zhen 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2017年第2期280-306,共27页
This paper is concerned with the optimal control problems of forward-backward delay systems involving impulse controls. The authors establish a stochastic maximum principle for this kind of systems. The most distingui... This paper is concerned with the optimal control problems of forward-backward delay systems involving impulse controls. The authors establish a stochastic maximum principle for this kind of systems. The most distinguishing features of the proposed problem are that the control variables consist of regular and impulsive controls, both with time delay, and that the domain of regular control is not necessarily convex. The authors obtain the necessary and sufficient conditions for optimal controls,which have potential applications in mathematical finance. 展开更多
关键词 Forward-backward stochastic differential delay equations impulse controls maximum principle optimal control.
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Controlled Mean-Field Backward Stochastic Differential Equations with Jumps Involving the Value Function 被引量:1
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作者 LI Juan MIN Hui 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2016年第5期1238-1268,共31页
This paper discusses mean-field backward stochastic differentiM equations (mean-field BS- DEs) with jumps and a new type of controlled mean-field BSDEs with jumps, namely mean-field BSDEs with jumps strongly coupled... This paper discusses mean-field backward stochastic differentiM equations (mean-field BS- DEs) with jumps and a new type of controlled mean-field BSDEs with jumps, namely mean-field BSDEs with jumps strongly coupled with the value function of the associated control problem. The authors first prove the existence and the uniqueness as well as a comparison theorem for the above two types of BSDEs. For this the authors use an approximation method. Then, with the help of the notion of stochastic backward semigroups introduced by Peng in 1997, the authors get the dynamic programming principle (DPP) for the value functions. Furthermore, the authors prove that the value function is a viscosity solution of the associated nonlocal Hamilton-Jacobi-Bellman (HJB) integro-partial differential equation, which is unique in an adequate space of continuous functions introduced by Barles, et al. in 1997. 展开更多
关键词 Dynamic programming principle (DPP) Hamilton-Jacobi-Bellman (HJB) equation mean-field backward stochastic differential equation (mean-field BSDE) with jump Poisson random measure value function.
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A Type of General Forward-Backward Stochastic Differential Equations and Applications 被引量:4
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作者 Li CHEN Zhen WU 《Chinese Annals of Mathematics,Series B》 SCIE CSCD 2011年第2期279-292,共14页
The authors discuss one type of general forward-backward stochastic differential equations (FBSDEs) with Ito's stochastic delayed equations as the forward equations and anticipated backward stochastic differential... The authors discuss one type of general forward-backward stochastic differential equations (FBSDEs) with Ito's stochastic delayed equations as the forward equations and anticipated backward stochastic differential equations as the backward equations.The existence and uniqueness results of the general FBSDEs are obtained.In the framework of the general FBSDEs in this paper,the explicit form of the optimal control for linear-quadratic stochastic optimal control problem with delay and the Nash equilibrium point for nonzero sum differential games problem with delay are obtained. 展开更多
关键词 Stochastic delayed differential equations Anticipated backward stochastic differential equations Forward-backward stochastic differential equations Linear-quadratic stochastic optimal control with delay Nonzero sum stochastic differential game with delay
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