引用本文:殷保群, 李衍杰, 奚宏生, 周亚平.一类可数Markov控制过程的最优平稳策略[J].控制理论与应用,2005,22(1):43~46.[点击复制]
YIN Bao-qun, LI Yan-jie, XI Hong-sheng, ZHOU Ya-ping.Optimal stationary policies for a class of countable Markov control processes[J].Control Theory and Technology,2005,22(1):43~46.[点击复制]
一类可数Markov控制过程的最优平稳策略
Optimal stationary policies for a class of countable Markov control processes
摘要点击 1384  全文点击 1244  投稿时间:2003-08-12  修订日期:2004-03-24
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DOI编号  10.7641/j.issn.1000-8152.2005.1.008
  2005,22(1):43-46
中文关键词  可数Markov控制过程  性能势  平均代价准则  紧致行动集  最优平稳策略
英文关键词  countable Markov control process  performance potential  average-cost criteria  compact action set  optimal stationary policy
基金项目  国家自然科学基金资助项目(60274012); 安徽省自然科学基金资助项目(01042308).
作者单位
殷保群, 李衍杰, 奚宏生, 周亚平 中国科学技术大学 自动化系,安徽 合肥 230026 
中文摘要
      研究了一类具有可数状态空间的Markov控制过程在无限水平平均代价准则下的最优平稳策略问题.对此类过程,引入了折扣Poisson方程,运用无穷小矩阵和性能势的基本性质,导出了平均代价模型在紧致行动集上的最优性方程,并证明了其解的一个存在性定理.
英文摘要
      The problems of optimal stationary policies are studied for a class of Markov control processes with countable state spaces and infinite horizon average-cost criteria.The discounted Poisson equation is introduced for these processes.Using the basic properties of infinitesimal generators and performance potentials,the optimality equation is given for the average-cost model on a compact action set,and an existence theorem of the solution to this equation is proved.