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Quadratic entropy of uncertain variables
被引:20
|作者:
Dai, Wei
[1
]
机构:
[1] Cent Univ Finance & Econ, Dept Financial Engn, Beijing 100081, Peoples R China
关键词:
Uncertain variable;
Entropy;
Quadratic entropy;
Principle of maximum entropy;
D O I:
10.1007/s00500-017-2602-y
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
Uncertain variables, applied to modelling imprecise quantities, are fundamental concepts in uncertainty theory. In order to characterize the information deficiency of an uncertain variable, this paper proposes a definition of quadratic entropy. Compared with the traditional entropy, it is much easier to compute and has a wider range. Furthermore, the principle of maximum entropy is applied to quadratic entropy, and two theorems of maximum quadratic entropy with moment constraint are proved.
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页码:5699 / 5706
页数:8
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