首页 | 本学科首页   官方微博 | 高级检索  
     


Quantum model of mass function
Authors:Xiaozhuan Gao  Yong Deng
Affiliation:Institute of Fundamental and Frontier Science, University of Electronic Science and Technology of China, Chengdu, China
Abstract:Dempster-Shafer (D-S) evidence theory has been used in many fields due to the flexibility and effectiveness in modelling uncertainties, which is the extension of classical probability. Uncertainty principle is one of the most important principles in quantum theory, which has been used in many fields. How to set the connection between quantum theory and D-S evidence theory is also an open issue. Hence, the paper proposed the quantum model of mass function to consider the quantum theory and D-S evidence theory. In the proposed quantum method, quantum mass function uses euler formula to represent. The paper also discusses some operations based on the quantum model of the mass function. Moreover, the paper also discusses the relationship between quantum mass function and classical mass function by using some numerical examples. Classical mass function is a special case when there is no interference in quantum mass function. Similar to the other quantum models, this study provides a more wide application in quantum information.
Keywords:basic probability assignment  belief function  Dempster-Shafer evidence theory  mass function  quantum theory
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号