摘要
为解决模糊Markov决策过程中λ-截集计算的复杂性问题,利用模糊结构元理论建模及求解.对于状态模糊情况,分别给出全部状态模糊与部分状态模糊的模糊Markov过程定义,模糊结构元建模及优化决策;给出具有模糊转移矩阵的Markov过程定义,结构元建模及优化决策;给出状态及转移矩阵均模糊的Markov过程定义,结构元建模及优化决策.实例分析结果表明:模糊Markov过程的结构元建模及优化决策是简单有效的.
Fuzzy structural element theory is applied to solve the complexity of lambdaλ-cut set computation in fuzzy Markov decision-making process.For fuzzy state,fuzzy Markov process definitions,fuzzy structural meta-modeling and optimization decisions are given.For fuzzy transition matrix,fuzzy Markov process definition,fuzzy structural meta-modeling and optimization decision are given.For fuzzy state and transition matrix,the definition of fuzzy Markov process,fuzzy structural meta-modeling and optimization decision are given.The results show that the structural meta-modeling and optimization decision of fuzzy Markov process are simple and effective.
作者
任思行
郭嗣琮
曾繁慧
REN Sihang;GUO Sicong;ZENG Fanhui(College of Science,Liaoning Technical University,Fuxin 123000,China;Institute of Intelligence Engineering and Mathematics,Liaoning Technical University,Fuxin 123000,China)
出处
《辽宁工程技术大学学报（自然科学版）》
CAS
北大核心
2020年第2期180-183,共4页
Journal of Liaoning Technical University (Natural Science)
基金
辽宁省教育厅科学经费项目(LJ2019JL019).
关键词
模糊结构元
模糊Markov
模糊状态
模糊转移矩阵
结构元加权排序
fuzzy structural element
fuzzy Markov
fuzzy state
fuzzy transfer matrix
weighted ordering of structural elements
