On the complete convergence for uncertain random variables

被引:3
作者
Yu, Yuncai [1 ,2 ]
Liu, Xinsheng [2 ]
Zhang, Yu [2 ]
Jia, Zhifu [2 ]
机构
[1] Guangzhou Univ, Sch Econ & Stat, Guangzhou 511400, Peoples R China
[2] Nanjing Univ Aeronaut & Astronaut, Dept Math, State Key Lab Mech & Control Mech Struct, Nanjing 210016, Peoples R China
基金
中国国家自然科学基金;
关键词
Complete convergence; Chance theory; Uncertain random variable; Equivalent condition; Sufficient condition; LARGE NUMBERS; LAW;
D O I
10.1007/s00500-021-06504-8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In some complex systems, the randomness and uncertainty phenomena may arise simultaneously, which inspires us to develop the uncertain random variable in chance space. Based on the chance theory, we propose the concept of complete convergence and investigate the relations among the existing common types of convergence including convergence almost surely, convergence in measure, convergence in distribution and convergence in mean. All of the relations are illustrated via the corresponding examples or counterexamples. Additionally, we give an equivalent condition and a sufficient condition of convergence completely for uncertain random variables and provide an example to explain the conditions.
引用
收藏
页码:1025 / 1031
页数:7
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