Modified combination rules of conflict evidences based on reliability

doi:10.3778/j.issn.1002-8331.2009.15.012

Computer Engineering and Applications ›› 2009, Vol. 45 ›› Issue (15): 41-43.DOI: 10.3778/j.issn.1002-8331.2009.15.012

• 研究、探讨 • Previous Articles Next Articles

Modified combination rules of conflict evidences based on reliability

WANG Yi-jun,LUO Da-yong,ZHANG Hang

School of Information Science & Engineering，Central South University，Changsha 410075，China

Received:2008-04-28 Revised:2008-06-23 Online:2009-05-21 Published:2009-05-21
Contact: WANG Yi-jun

采用信度分级的证据理论合成规则

王一军,罗大庸,张航

中南大学信息科学与工程学院，长沙 410075

通讯作者: 王一军

Abstract

Abstract: The invalidation problem，which occurs when the combination rules are used to deal with highly conflict evidences，has limited its applications.In order to efficiently combine highly conflict evidences，based on other combination rules such as Murphy’s，Deng’and Zhang’，a new weighed averaging approach using evidences’ reliabilities is proposed.The real instance shows this combination rules can combine highly conflicting evidences more satisfactory.

Key words: evidence theory, combination rules, conflict evidence, reliability

摘要： 证据合成规则在处理冲突证据时产生的失效问题，影响了证据理论的应用。为了有效融合高度冲突的证据，在Murphy 规则、邓勇以及张军方法的基础上提出了一种新的基于证据可信度分级的加权平均证据合成规则，实验表明提出的合成法则可以更高效地解决冲突证据合成问题。

关键词: 证据理论, 组合规则, 冲突证据, 可信度

WANG Yi-jun,LUO Da-yong,ZHANG Hang. Modified combination rules of conflict evidences based on reliability[J]. Computer Engineering and Applications, 2009, 45(15): 41-43.

王一军,罗大庸,张航. 采用信度分级的证据理论合成规则[J]. 计算机工程与应用, 2009, 45(15): 41-43.

[1]	WANG Yuncheng, ZHOU Chunhua, CHEN Chuxiang, WU Shanming, CHEN Bing. Extensible Intelligent Scheduling System Based on Two Fork Knowledge Tree Reasoning [J]. Computer Engineering and Applications, 2021, 57(5): 251-257.
[2]	JIANG Bin, LIANG Xiao’an, ZHANG Liang, GAO Yangjun. Evidence Combination Method Based on Improved Modified Weight [J]. Computer Engineering and Applications, 2021, 57(24): 100-106.
[3]	FENG Kai, LI Jing. Subnetwork Reliability of k-Ary n-Cube Networks [J]. Computer Engineering and Applications, 2021, 57(16): 83-89.
[4]	XUE Jiayue, YAO Rong, NIU Yan, CHEN Zeci, XIANG Jie. Test-Retest Reliability Research of Different Processing Methods for Negative Connections in Brain Networks [J]. Computer Engineering and Applications, 2020, 56(8): 35-41.
[5]	LI Rui, LI Xiaohui, CHEN Xin. Research on Reliable Green Location-Routing Problem of Logistics Distribution [J]. Computer Engineering and Applications, 2020, 56(23): 237-244.
[6]	LIU Xiaoya, WANG Yingming. Research on Personal Credit Scoring Based on SVM Ensemble [J]. Computer Engineering and Applications, 2020, 56(14): 272-278.
[7]	REN Hui. Design of Reliable Three-Echelon Supply Chain Network with Transportation Disruption [J]. Computer Engineering and Applications, 2019, 55(6): 265-270.
[8]	LUO Lan, XIAO Jianyu. Conflict Evidence Synthesis Method of Effective Discount Evidence Sources [J]. Computer Engineering and Applications, 2019, 55(4): 154-158.
[9]	LI Guo, MA Chunyang, MA Jianxiao. Fusion Fault Diagnosis Using DPCA & Improved Evidence Theory [J]. Computer Engineering and Applications, 2019, 55(20): 197-201.
[10]	SHAN Wenbo1, CHEN Boling2, ZHONG Qiuhao1, WANG Jianxin1. Abnormal Nodes Location Method for Telecommunication Carrying Network Based on Terminal Data [J]. Computer Engineering and Applications, 2019, 55(11): 85-92.
[11]	LUO Ling. Reliability Checking About Embedded Airborne Software Based on Stochastic Petri Net [J]. Computer Engineering and Applications, 2019, 55(1): 233-240.
[12]	CHENG Hongxia1, TAN Xinlian2. Analysis of reliability for wireless sensor network with chain topology based on multiple retransmission strategy [J]. Computer Engineering and Applications, 2018, 54(5): 79-84.
[13]	JING Tiancai, FANG Jinglong, WEI Dan. Research for Markov chain modeling based on UML [J]. Computer Engineering and Applications, 2018, 54(4): 60-65.
[14]	YAN Zhijun, TAO Yang. Conflict evidence combination rule based on uncertainty measurement and evidence distance [J]. Computer Engineering and Applications, 2018, 54(10): 54-58.
[15]	WANG Tao, CAI Jinyan, MENG Yafeng. Design of bus-based embryonic array and selection method for mounts of spare cells [J]. Computer Engineering and Applications, 2017, 53(8): 44-49.

Modified combination rules of conflict evidences based on reliability

采用信度分级的证据理论合成规则

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics