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Optimal variational principle for backward stochastic control systems associated with Lévy processes 被引量:8

Optimal variational principle for backward stochastic control systems associated with Lévy processes
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摘要 The paper is concerned with optimal control of backward stochastic differentiM equation (BSDE) driven by Teugel's martingales and an independent multi-dimensional Brownian motion, where Teugel's martingales are a family of pairwise strongly orthonormal martingales associated with L6vy processes (see e.g., Nualart and Schoutens' paper in 2000). We derive the necessary and sufficient conditions for the existence of the optimal control by means of convex variation methods and duality techniques. As an application, the optimal control problem of linear backward stochastic differential equation with a quadratic cost criteria (or backward linear-quadratic problem, or BLQ problem for short) is discussed and characterized by a stochastic Hamilton system. The paper is concerned with optimal control of backward stochastic differential equation (BSDE) driven by Teugel’s martingales and an independent multi-dimensional Brownian motion,where Teugel’s martin- gales are a family of pairwise strongly orthonormal martingales associated with Lévy processes (see e.g.,Nualart and Schoutens’ paper in 2000).We derive the necessary and sufficient conditions for the existence of the op- timal control by means of convex variation methods and duality techniques.As an application,the optimal control problem of linear backward stochastic differential equation with a quadratic cost criteria (or backward linear-quadratic problem,or BLQ problem for short) is discussed and characterized by a stochastic Hamilton system.
出处 《Science China Mathematics》 SCIE 2012年第4期745-761,共17页 中国科学:数学(英文版)
基金 supported by National Natural Science Foundation of China (Grant No. 11101090, 11101140, 10771122) Specialized Research Fund for the Doctoral Program of Higher Education of China (Grant No. 20090071120002) Innovation Team Foundation of the Department of Education of Zhejiang Province (Grant No. T200924) Natural Science Foundation of Zhejiang Province (Grant No. Y6110775, Y6110789) Scientific Research Foundation for the Returned Overseas Chinese Scholars, State Education Ministry
关键词 stochastic control stochastic maximum principle Ldvy processes Teugel's martingales backwardstochastic differential equations 倒向随机微分方程 随机控制系统 变分原理 Hamilton系统 最优控制问题 线性二次型 进程 充分必要条件
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