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离散Markov切换系统的随机零和博弈及H_∞控制:噪声依赖状态与控制 被引量:1

STOCHASTIC ZERO-SUM GAMES AND H_∞ CONTROL OF DISCRETE-TIME MARKOV JUMP SYSTEMS WITH STATE AND CONTROL-DEPENDENT NOISE
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摘要 针对噪声同时依赖于状态与控制的Ito型离散Markov切换系统的随机零和博弈问题,分别讨论了其在有限时域和无限时域情形的鞍点均衡策略.利用配方法,得到了随机零和博弈问题存在解的充分必要条件等价于相应的耦合Riccati差分(代数)方程存在解,并给出了最优解的显式形式.然后把所得的结果应用于相应的H_∞o控制问题,得到了H_∞控制策略的Riccati方程,最后给出了数值算例. The linear quadratic stochastic zero-sum games for discrete-time Markov jump systems with state and control-dependent noise are discussed in this paper. By the square completion technique, it is shown that the necessary and sufficient conditions for the existence of stochastic zero-sum games is equivalent to the solvability of the associated cross-coupled Riccati algebraic equations. Moreover, the explicit expressions of the optimal strategies are constructed, and the results are applied to H∞ control problem for discrete-time Markov jump systems. Moreover, an illustrative example is also proposed.
出处 《系统科学与数学》 CSCD 北大核心 2016年第12期2200-2210,共11页 Journal of Systems Science and Mathematical Sciences
基金 国家自然科学基金(71171061) 广东省自然科学基金(S2011010004970) 广东省自然科学基金(2014A030310366 2015A030310218)资助课题 中国博士后科学基金(2014M552177)
关键词 离散Markov切换系统 随机零和博弈 H∞控制 耦合Riccati方程 Discrete-time Markov jump systems, stochastic zero-sum games, H∞ control, cross-coupled Riccati equations.
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