Artificial Intelligence

    

The Information Volume of Uncertain Information: (6) Information Multifractal Dimension

Authors: Tao Wen, Yong Deng

How to measure the uncertainty in the open world is a popular topic in recent study. Many entropy measures have been proposed to address this problem, but most have limitations. In this series of paper, a method for measuring the information volume of mass function is presented. The fractal property about the maximum information volume is shown in this paper, which indicates the inherent physical meanings of Deng entropy from the perspective of statistics. The results shows the multifractal property of this maximum information volume. Some experiment results are applied to support this perspective.

Comments: 11 Pages.

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[v1] 2020-06-08 09:33:39

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