Cloud probability: A new uncertain model with fuzziness and randomness properties
Hongli Wang, Liguo Fei, Yuqiang Feng · Journal of Intelligent & Fuzzy Systems · 2023
In order to overcome the weakness of subjectivity of variable and subjectivity of membership function in fuzzy probability the cloud probability model and its algorithm are proposed. Firstly, the representation model of cloud probability is given based on the fusion of cloud model and fuzzy probability. Then the cloud probability algorithm of continuous random variable based on slice method is proposed. Then the relationship between slice number and cloud probability is discussed. And the cloud probability algorithm of discrete random variable is given. Finally, through the application case of e-commerce intelligent decision-making based on cloud probability the effectiveness of the proposed cloud probability algorithm is verified. The research in this paper has good reference significance for dealing with the events represented by uncertain variables.