Integration-centric approach to system readiness assessment based on evidential reasoning

被引:6
|
作者
Chang, Leilei [1 ]
Li, Mengjun [1 ]
Cheng, Ben [1 ]
Zeng, Ping [1 ]
机构
[1] Natl Univ Def Technol, Sch Informat Syst & Management, Changsha 410073, Hunan, Peoples R China
基金
中国国家自然科学基金;
关键词
system readiness level (SRL); technology readiness level (TRL); integration readiness level (IRL); evidential reasoning (ER); integration-centric; MULTIATTRIBUTE DECISION-ANALYSIS; TECHNOLOGY READINESS; RULE;
D O I
10.1109/JSEE.2012.00108
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An integration-centric approach is proposed to handle inadequate information in the system readiness level (SRL) assessment using the evidential reasoning (ER) algorithm. Current SRL assessment approaches cannot be applied to handle inadequate information as the input. The ER-based approach is proposed to synthesize inadequate input information and an integration-centric perspective is applied to reduce the computational complexity. Two case studies are performed to validate the efficiency of the proposed approach. And these studies are also performed to study how the inadequate information will affect the assessment result. And the differences caused by the system's structure. The importance of the system's structure in the SRL assessment is demonstrated and the contributions made in this study are summarized as conclusions.
引用
收藏
页码:881 / 890
页数:10
相关论文
共 50 条
  • [11] Health Assessment of Complex System Based on Evidential Reasoning Rule with Transformation Matrix
    Li, Zhigang
    Zhou, Zhijie
    Wang, Jie
    He, Wei
    Zhou, Xiangyi
    MACHINES, 2022, 10 (04)
  • [12] An evidential reasoning approach to attribute value conflict resolution in database integration
    Lim, EP
    Srivastava, J
    Shekhar, S
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 1996, 8 (05) : 707 - 723
  • [13] Self-assessment of excellence: an application of the evidential reasoning approach
    Yang, JB
    Dale, BG
    Siow, CHR
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2001, 39 (16) : 3789 - 3812
  • [14] An evidential reasoning-based approach for risk assessment of intermodal transport of smart containers
    Yang, Lijuan
    Wang, Zhengguo
    Li, Wenfeng
    Wan, Chengpeng
    Tao, Zhifa
    INTERNATIONAL JOURNAL OF SHIPPING AND TRANSPORT LOGISTICS, 2024, 18 (04)
  • [15] Combined medical quality assessment using the evidential reasoning approach
    Kong, Guilan
    Xu, Dong-Ling
    Yang, Jian-Bo
    Ma, Xiemin
    EXPERT SYSTEMS WITH APPLICATIONS, 2015, 42 (13) : 5522 - 5530
  • [16] A fuzzy evidential reasoning-based approach for risk assessment of deep foundation pit
    Wei, Daojiang
    Xu, Dongsheng
    Zhang, Yong
    TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 2020, 97
  • [17] The information systems' security level assessment model based on an ontology and evidential reasoning approach
    Solic, Kresimir
    Ocevcic, Hrvoje
    Golub, Marin
    COMPUTERS & SECURITY, 2015, 55 : 100 - 112
  • [18] Fault prediction model based on evidential reasoning approach
    XiaoSheng Si
    ChangHua Hu
    ZhiJie Zhou
    Science China Information Sciences, 2010, 53 : 2032 - 2046
  • [19] A group evidential reasoning approach based on expert reliability
    Fu, Chao
    Yang, Jian-Bo
    Yang, Shan-Lin
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2015, 246 (03) : 886 - 893
  • [20] Fault prediction model based on evidential reasoning approach
    Si XiaoSheng
    Hu ChangHua
    Zhou ZhiJie
    SCIENCE CHINA-INFORMATION SCIENCES, 2010, 53 (10) : 2032 - 2046