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
  • [41] Evidential reasoning approach for MADM based on incomplete interval value
    Zhou, Mi
    Liu, Xinbao
    Yang, Jianbo
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 33 (06) : 3707 - 3721
  • [42] A Forex trading expert system based on a new approach to the rule-base evidential reasoning
    Dymova, Ludmila
    Sevastjanov, Pavel
    Kaczmarek, Krzysztof
    EXPERT SYSTEMS WITH APPLICATIONS, 2016, 51 : 1 - 13
  • [43] Safety assessment of FPSO turret-mooring system using approximate reasoning and evidential reasoning
    Sii, HS
    Wang, J
    Eleye-Datubo, AG
    Yang, JB
    Liu, J
    MARINE TECHNOLOGY AND SNAME NEWS, 2005, 42 (02): : 88 - 102
  • [44] An evidential reasoning approach to risk assessments in composite generation and transmission system
    Yang, Jun
    Ai, Xin
    Zhao, Tao
    2008 THIRD INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION AND RESTRUCTURING AND POWER TECHNOLOGIES, VOLS 1-6, 2008, : 323 - 328
  • [45] A Novel Interval Evidential Reasoning Approach to the Physical and Mechanical Property Assessment of Particleboards
    Yang, Cuiping
    Sun, Chao
    Su, Jilai
    He, Wei
    Gao, Zhenhua
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, 2021
  • [46] Combining principal component analysis and the evidential reasoning approach for healthcare quality assessment
    Kong, Guilan
    Jiang, Lili
    Yin, Xiaofeng
    Wang, Tianbing
    Xu, Dong-Ling
    Yang, Jian-Bo
    Hu, Yonghua
    ANNALS OF OPERATIONS RESEARCH, 2018, 271 (02) : 679 - 699
  • [47] Combining principal component analysis and the evidential reasoning approach for healthcare quality assessment
    Guilan Kong
    Lili Jiang
    Xiaofeng Yin
    Tianbing Wang
    Dong-Ling Xu
    Jian-Bo Yang
    Yonghua Hu
    Annals of Operations Research, 2018, 271 : 679 - 699
  • [48] An approach to threat assessment based on evidential networks
    Benavoli, Alessio
    Ristic, Branko
    Farina, Alfonso
    Oxenham, Martin
    Chisci, Luigi
    2007 PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOLS 1-4, 2007, : 411 - +
  • [49] Online Safety Assessment Method Based on Evidential Reasoning for Dynamic Systems
    Zhao F.-J.
    Zhou Z.-J.
    Hu C.-H.
    Chang L.-L.
    Wang L.
    Zidonghua Xuebao/Acta Automatica Sinica, 2017, 43 (11): : 1950 - 1961
  • [50] Convolutional rule inference network based on belief rule-based system using an evidential reasoning approach
    Diao, Hongyue
    Lu, Yifan
    Deng, Ansheng
    Zou, Li
    Li, Xiaofeng
    Pedrycz, Witold
    KNOWLEDGE-BASED SYSTEMS, 2022, 237