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Quadratic entropy of uncertain variables

Authors :
Wei Dai
Source :
Soft Computing. 22:5699-5706
Publication Year :
2017
Publisher :
Springer Science and Business Media LLC, 2017.

Abstract

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.

Details

ISSN :
14337479 and 14327643
Volume :
22
Database :
OpenAIRE
Journal :
Soft Computing
Accession number :
edsair.doi...........ace6b0d1d91800fd3b62b4bde0a083c8
Full Text :
https://doi.org/10.1007/s00500-017-2602-y