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A Mean-Field Stochastic Maximum Principle for Optimal Control of Forward-Backward Stochastic Differential Equations with Jumps via Malliavin Calculus 被引量:1
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作者 Qing Zhou Yong Ren 《Journal of Applied Mathematics and Physics》 2018年第1期138-154,共17页
This paper considers a mean-field type stochastic control problem where the dynamics is governed by a forward and backward stochastic differential equation (SDE) driven by Lévy processes and the information avail... This paper considers a mean-field type stochastic control problem where the dynamics is governed by a forward and backward stochastic differential equation (SDE) driven by Lévy processes and the information available to the controller is possibly less than the overall information. All the system coefficients and the objective performance functional are allowed to be random, possibly non-Markovian. Malliavin calculus is employed to derive a maximum principle for the optimal control of such a system where the adjoint process is explicitly expressed. 展开更多
关键词 Malliavin CALCULUS Maximum PRINCIPLE FORWARD-backward stochastic differential equations MEAN-FIELD Type JUMP Diffusion Partial Information
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A New Second Order Numerical Scheme for Solving Forward Backward Stochastic Differential Equations with Jumps 被引量:1
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作者 Hongqiang Zhou Yang Li Zhe Wang 《Applied Mathematics》 2016年第12期1408-1414,共8页
In this paper, we propose a new second order numerical scheme for solving backward stochastic differential equations with jumps with the generator  linearly depending on . And we theoretically prove that the conv... In this paper, we propose a new second order numerical scheme for solving backward stochastic differential equations with jumps with the generator  linearly depending on . And we theoretically prove that the convergence rates of them are of second order for solving  and of first order for solving  and  in  norm. 展开更多
关键词 Numerical Scheme Error Estimates backward stochastic differential equations
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ON SOLUTIONS OF BACKWARD STOCHASTIC DIFFERENTIAL EQUATIONS WITH JUMPS, WITH UNBOUNDED STOPPING TIMES AS TERMINAL AND WITH NON-LIPSCHITZ COEFFICIENTS, AND PROBABILISTIC INTERPRETATION OF QUASI-LINEAR ELLIPTIC TYPE INTEGRO- DIFFERENTIAL EQUATIO 被引量:1
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作者 司徒荣 王越平 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2000年第6期659-672,共14页
The existence and uniqueness of solutions to backward stochastic differential equations with jumps and with unbounded stopping time as terminal under the non_Lipschitz condition are obtained. The convergence of soluti... The existence and uniqueness of solutions to backward stochastic differential equations with jumps and with unbounded stopping time as terminal under the non_Lipschitz condition are obtained. The convergence of solutions and the continuous dependence of solutions on parameters are also derived. Then the probabilistic interpretation of solutions to some kinds of quasi_linear elliptic type integro_differential equations is obtained. 展开更多
关键词 backward stochastic differential equations(BSDEs) with jumps unbounded stopping time adapted solutions convergence of solutions quasi_linear elliptic equations integro_differential operators.
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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 differential equations(mean-field BSDEs) with jumps and a new type of controlled mean-field BSDEs with jumps, namely mean-field BSDEs with jumps strongly coupled wit... This paper discusses mean-field backward stochastic differential equations(mean-field BSDEs) 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 动态编程原则(DPP ) Hamilton-Jacobi-Bellman (HJB ) 方程 meanfield 向后的随机的微分方程(吝啬地的 BSDE ) 与跳 泊松随机的措施 价值功能
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GENERAL COUPLED MEAN-FIELD REFLECTED FORWARD-BACKWARD STOCHASTIC DIFFERENTIAL EQUATIONS
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作者 李俊松 米超 +1 位作者 邢传智 赵德豪 《Acta Mathematica Scientia》 SCIE CSCD 2023年第5期2234-2262,共29页
In this paper we consider general coupled mean-field reflected forward-backward stochastic differential equations(FBSDEs),whose coefficients not only depend on the solution but also on the law of the solution.The firs... In this paper we consider general coupled mean-field reflected forward-backward stochastic differential equations(FBSDEs),whose coefficients not only depend on the solution but also on the law of the solution.The first part of the paper is devoted to the existence and the uniqueness of solutions for such general mean-field reflected backward stochastic differential equations(BSDEs)under Lipschitz conditions,and for the one-dimensional case a comparison theorem is studied.With the help of this comparison result,we prove the existence of the solution for our mean-field reflected forward-backward stochastic differential equation under continuity assumptions.It should be mentioned that,under appropriate assumptions,we prove the uniqueness of this solution as well as that of a comparison theorem for mean-field reflected FBSDEs in a non-trivial manner. 展开更多
关键词 refected backward stochastic differential equations forward-backward stochastic diferential equations comparison theorem Wasserstein metric MEAN-FIELD
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FULLY COUPLED FORWARD-BACKWARD STOCHASTIC DIFFERENTIAL EQUATIONS WITH GENERAL MARTINGALE 被引量:1
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作者 李娟 《Acta Mathematica Scientia》 SCIE CSCD 2006年第3期443-450,共8页
The article first studies the fully coupled Forward-Backward Stochastic Differential Equations (FBSDEs) with the continuous local martingale. The article is mainly divided into two parts. In the first part, it consi... The article first studies the fully coupled Forward-Backward Stochastic Differential Equations (FBSDEs) with the continuous local martingale. The article is mainly divided into two parts. In the first part, it considers Backward Stochastic Differential Equations (BSDEs) with the continuous local martingale. Then, on the basis of it, in the second part it considers the fully coupled FBSDEs with the continuous local martingale. It is proved that their solutions exist and are unique under the monotonicity conditions. 展开更多
关键词 backward stochastic differential equations local martingale predictable representation property of martingale
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FORWARD-BACKWARD STOCHASTIC DIFFERENTIAL EQUATIONS WITH STOPPING TIME 被引量:2
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作者 吴臻 《Acta Mathematica Scientia》 SCIE CSCD 2004年第1期91-99,共9页
The existence and uniqueness results of fully coupled forward-backward stochastic differential equations with stopping time (unbounded) is obtained. One kind of comparison theorem for this kind of equations is also pr... The existence and uniqueness results of fully coupled forward-backward stochastic differential equations with stopping time (unbounded) is obtained. One kind of comparison theorem for this kind of equations is also proved. 展开更多
关键词 Forward-backward stochastic differential equations stopping time comparison theorem
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REFLECTED BACKWARD STOCHASTIC DIFFERENTIAL EQUATION WITH JUMPS AND VISCOSITY SOLUTION OF SECOND ORDER INTEGRO-DIFFERENTIAL EQUATION WITHOUT MONOTONICITY CONDITION: CASE WITH THE MEASURE OF LéVY INFINITE
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作者 Lamine SYLLA 《Acta Mathematica Scientia》 SCIE CSCD 2019年第3期819-844,共26页
We consider the problem of viscosity solution of integro-partial differential equation( IPDE in short) with one obstacle via the solution of reflected backward stochastic dif ferential equations(RBSDE in short) with j... We consider the problem of viscosity solution of integro-partial differential equation( IPDE in short) with one obstacle via the solution of reflected backward stochastic dif ferential equations(RBSDE in short) with jumps. We show the existence and uniqueness of a continuous viscosity solution of equation with non local terms, if the generator is not monotonous and Levy's measure is infinite. 展开更多
关键词 Integro-partial differential equation reflected stochastic differential equations with jumps viscosity solution NON-LOCAL operator
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MULTI-DIMENSIONAL REFLECTED BACKWARD STOCHASTIC DIFFERENTIAL EQUATIONS AND THE COMPARISON THEOREM 被引量:5
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作者 吴臻 消华 《Acta Mathematica Scientia》 SCIE CSCD 2010年第5期1819-1836,共18页
In this article, we study the multi-dimensional reflected backward stochastic differential equations. The existence and uniqueness result of the solution for this kind of equation is proved by the fixed point argument... In this article, we study the multi-dimensional reflected backward stochastic differential equations. The existence and uniqueness result of the solution for this kind of equation is proved by the fixed point argument where every element of the solution is forced to stay above the given stochastic process, i.e., multi-dimensional obstacle, respectively. We also give a kind of multi-dimensional comparison theorem for the reflected BSDE and then use it as the tool to prove an existence result for the multi-dimensional reflected BSDE where the coefficient is continuous and has linear growth. 展开更多
关键词 backward stochastic differential equations comparison theorem local time
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Forward-backward Stochastic Differential Equations and Backward Linear Quadratic Stochastic Optimal Control Problem 被引量:1
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作者 ZHANG DE-TAO 《Communications in Mathematical Research》 CSCD 2009年第5期402-410,共9页
In this paper, we use the solutions of forward-backward stochastic differential equations to get the optimal control for backward stochastic linear quadratic optimal control problem. And we also give the linear feedba... In this paper, we use the solutions of forward-backward stochastic differential equations to get the optimal control for backward stochastic linear quadratic optimal control problem. And we also give the linear feedback regulator for the optimal control problem by using the solutions of a group of Riccati equations. 展开更多
关键词 backward stochastic differential equations optimal control Riccati equation
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Stochastic Approximate Solutions of Stochastic Differential Equations with Random Jump Magnitudes and Non-Lipschitz Coefficients 被引量:1
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作者 毛伟 胡良剑 《Journal of Donghua University(English Edition)》 EI CAS 2015年第4期642-647,共6页
A class of stochastic differential equations with random jump magnitudes( SDEwRJMs) is investigated. Under nonLipschitz conditions,the convergence of semi-implicit Euler method for SDEwRJMs is studied. The main purpos... A class of stochastic differential equations with random jump magnitudes( SDEwRJMs) is investigated. Under nonLipschitz conditions,the convergence of semi-implicit Euler method for SDEwRJMs is studied. The main purpose is to prove that the semi-implicit Euler solutions converge to the true solutions in the mean-square sense. An example is given for illustration. 展开更多
关键词 stochastic differential equations(SDEs) random jump magnitudes numerical analysis non-Lipschitz coefficients
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Variational Approach for the Adapted Solution of Backw ard Stochastic Differential Equations with Locally Lipschitz Diffusion Coefficients 被引量:1
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作者 谢臻赟 刘奕 《Journal of Donghua University(English Edition)》 EI CAS 2012年第4期341-350,共10页
One existence integral condition was obtained for the adapted solution of the general backward stochastic differential equations(BSDEs). Then by solving the integral constraint condition, and using a limit procedure, ... One existence integral condition was obtained for the adapted solution of the general backward stochastic differential equations(BSDEs). Then by solving the integral constraint condition, and using a limit procedure, a new approach method is proposed and the existence of the solution was proved for the BSDEs if the diffusion coefficients satisfy the locally Lipschitz condition. In the special case the solution was a Brownian bridge. The uniqueness is also considered in the meaning of "F0-integrable equivalent class" . The new approach method would give us an efficient way to control the main object instead of the "noise". 展开更多
关键词 backward stochastic differential equation(BSDE) variational approach locally Lipschitz condition existence F0-integrable equivalent class UNIQUENESS Brownian bridge
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Solutions to general forward-backward doubly stochastic differential equations 被引量:1
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作者 朱庆峰 石玉峰 宫献军 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2009年第4期517-526,共10页
A general type of forward-backward doubly stochastic differential equations (FBDSDEs) is studied. It extends many important equations that have been well studied, including stochastic Hamiltonian systems. Under some... A general type of forward-backward doubly stochastic differential equations (FBDSDEs) is studied. It extends many important equations that have been well studied, including stochastic Hamiltonian systems. Under some much weaker monotonicity assumptions, the existence and uniqueness of measurable solutions are established with a incthod of continuation. Furthermore, the continuity and differentiability of the solutions to FBDSDEs depending on parameters is discussed. 展开更多
关键词 forward-backward doubly stochastic differential equations method of con-tinuation H-monotone
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A Comparison Theorem for Solution of the Fully Coupled Backward Stochastic Differential Equations 被引量:1
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作者 郭子君College of Science Donghua University +5 位作者 Shanghai Science College South China Agriculture University Guangzhou associate professor 吴让泉 《Journal of Donghua University(English Edition)》 EI CAS 2004年第4期156-158,共3页
关键词 比较定理 全耦合反向随机微分方程 解答方法 BSDES
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On existence and uniqueness of solutions to uncertain backward stochastic differential equations
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作者 FEI Wei-yin 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2014年第1期53-66,共14页
This paper is concerned with a class of uncertain backward stochastic differential equations (UBSDEs) driven by both an m-dimensional Brownian motion and a d-dimensional canonical process with uniform Lipschitzian c... This paper is concerned with a class of uncertain backward stochastic differential equations (UBSDEs) driven by both an m-dimensional Brownian motion and a d-dimensional canonical process with uniform Lipschitzian coefficients. Such equations can be useful in mod- elling hybrid systems, where the phenomena are simultaneously subjected to two kinds of un- certainties: randomness and uncertainty. The solutions of UBSDEs are the uncertain stochastic processes. Thus, the existence and uniqueness of solutions to UBSDEs with Lipschitzian coeffi- cients are proved. 展开更多
关键词 Uncertain backward stochastic differential equations(UBSDEs) canonical process existence and uniqueness Lipschitzian condition martingale representation theorem
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Monotone Iterative Technique for Duffie-Epstein Type Backward Stochastic Differential Equations
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作者 孙晓君 吴玥 《Journal of Donghua University(English Edition)》 EI CAS 2005年第3期136-138,共3页
For Duffie-Epstein type Backward Stochastic Differential Equations, the comparison theorem is proved. Based on the comparison theorem, by monotone iterative technique, the existence of the minimal and maximal solution... For Duffie-Epstein type Backward Stochastic Differential Equations, the comparison theorem is proved. Based on the comparison theorem, by monotone iterative technique, the existence of the minimal and maximal solutions of the equations are proved. 展开更多
关键词 Duffle-Epstein反相随机微分方程 条件期望 最大解 最小解 单调迭代技术
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A Limit Theorem for Solutions of Backward Stochastic Differential Equations
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作者 BAI Shan HE Jiao 《Journal of China University of Mining and Technology》 2005年第3期271-274,共4页
A limit theorem for solutions of backward stochastic differential equations was established. It extends aresult of Briand et al.
关键词 随机微分方程 极限理论 数学理论 随机过程
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A General Converse Comparison Theorem for Backward Stochastic Differential Equation with Non-lipschitz Coefficient
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作者 LU Min WANG Zeng-wu 《Chinese Quarterly Journal of Mathematics》 CSCD 2009年第4期568-573,共6页
在这篇文章,我们首先经由向后的随机的微分方程的答案介绍 g 期望(BSDE 在短) 与 non-Lipschitz 系数,并且给 g 期望的性质,然后,我们建立一个将军交谈为有 non-Lipschitz 的向后的随机的微分方程的比较定理系数。
关键词 LIPSCHITZ系数 倒向随机微分方程 比较定理 期望
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One Kind of Fully Coupled Linear Quadratic Stochastic Control Problem with Random Jumps 被引量:1
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作者 SHI Jing-Tao WU Zhen 《自动化学报》 EI CSCD 北大核心 2009年第1期92-97,共6页
有随机的一个种有点线性的二次的随机的控制问题跳被学习。最佳的控制的明确的形式被获得。最佳的控制能被证明唯一。一个种概括 Riccati 方程系统被介绍,它的解决之可能性被讨论。为有随机的最佳的控制问题的线性反馈管理者跳被概括 R... 有随机的一个种有点线性的二次的随机的控制问题跳被学习。最佳的控制的明确的形式被获得。最佳的控制能被证明唯一。一个种概括 Riccati 方程系统被介绍,它的解决之可能性被讨论。为有随机的最佳的控制问题的线性反馈管理者跳被概括 Riccati 方程系统的解决方案给。 展开更多
关键词 返回随机积分方程 最佳控制 线性矩阵混沌控制 计算机技术
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A MAXIMUM PRINCIPLE APPROACH TO STOCHASTIC H_2/H_∞ CONTROL WITH RANDOM JUMPS
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作者 张启侠 孙启良 《Acta Mathematica Scientia》 SCIE CSCD 2015年第2期348-358,共11页
A necessary maximum principle is given for nonzero-sum stochastic Oltterential games with random jumps. The result is applied to solve the H2/H∞ control problem of stochastic systems with random jumps. A necessary an... A necessary maximum principle is given for nonzero-sum stochastic Oltterential games with random jumps. The result is applied to solve the H2/H∞ control problem of stochastic systems with random jumps. A necessary and sufficient condition for the existence of a unique solution to the H2/H∞ control problem is derived. The resulting solution is given by the solution of an uncontrolled forward backward stochastic differential equation with random jumps. 展开更多
关键词 Nonzero-sum stochastic differential games maximum principle Poisson process stochastic H2/H∞ control forward backward stochastic differential equations
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