An evidence combination rule based on the support degree of focal element

被引:1
|
作者
Luo, He [1 ]
Yang, Shanlin [2 ]
Fu, Chao [2 ]
Hu, Xiaojian [2 ]
机构
[1] Hefei Univ Technol, Sch Comp & Informat, POB 270, Hefei 230009, Anhui, Peoples R China
[2] Hefei Univ Technol, Inst Comp & Network Syst, Hefei 230009, Anhui, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
10.1109/FSKD.2007.156
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
According to the management and assignment of conflicted evidences in the evidence combination, the paper introduces the supporting degree of focal element of conflicted evidences to the combination rule according to these issues, and suggests a new way of combination assignment. Based on the support degree of focal element, we establish a combination rule of evidence theory. Besides, the paper also gives the strict demonstration and makes simulated experiments of the new rule. The new rule rationally assigns the probability of conflicted evidences to every focal element according to the support degree. The experiments show that the results of the new combination rule are very reliable and rational.
引用
收藏
页码:432 / +
页数:2
相关论文
共 50 条
  • [31] A new improved combination rule of evidence theory
    Bai, Jing, 1600, Binary Information Press (11):
  • [32] New kind of combination rule of evidence theory
    Zhang, Shanying
    Pan, Quan
    Zhang, Hongcai
    Kongzhi yu Juece/Control and Decision, 2000, 15 (05): : 540 - 544
  • [33] On the evidential reasoning rule for dependent evidence combination
    Zhang, Peng
    Zhou, Zhijie
    Tang, Shuaiwen
    Wang, Jie
    Hu, Guanyu
    Zhao, Dao
    Cao, You
    CHINESE JOURNAL OF AERONAUTICS, 2023, 36 (05) : 306 - 327
  • [34] A modified combination rule in generalized evidence theory
    Jiang, Wen
    Zhan, Jun
    APPLIED INTELLIGENCE, 2017, 46 (03) : 630 - 640
  • [35] On the evidential reasoning rule for dependent evidence combination
    Peng ZHANG
    Zhijie ZHOU
    Shuaiwen TANG
    Jie WANG
    Guanyu HU
    Dao ZHAO
    You CAO
    Chinese Journal of Aeronautics , 2023, (05) : 306 - 327
  • [36] On the evidential reasoning rule for dependent evidence combination
    Peng ZHANG
    Zhijie ZHOU
    Shuaiwen TANG
    Jie WANG
    Guanyu HU
    Dao ZHAO
    You CAO
    Chinese Journal of Aeronautics, 2023, 36 (05) : 306 - 327
  • [37] A modified combination rule in generalized evidence theory
    Wen Jiang
    Jun Zhan
    Applied Intelligence, 2017, 46 : 630 - 640
  • [38] Analytical generalized combination rule for evidence fusion
    Du, Yuan-Wei
    Zhong, Jiao-Jiao
    Wang, Ying-Ming
    INFORMATION SCIENCES, 2025, 686
  • [39] Modified Evidence Combination Method Based on Pignistic Probability Distance and Uncertainty Degree
    Xue, Dawei
    Wang, Yong
    2017 NINTH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC 2017), VOL 2, 2017, : 312 - 315
  • [40] Combination evaluation method for classification of surrounding rock quality of tunnels based on support degree
    Chen, Peng-Yu
    Yu, Hong-Ming
    Xie, Kai
    Li, Ke
    Yantu Gongcheng Xuebao/Chinese Journal of Geotechnical Engineering, 2013, 35 (12): : 2233 - 2237