Multi-Attribute Decision Making in Contractor Selection Under Hybrid Uncertainty

被引:6
|
作者
Nureize, Arbaiy [1 ,2 ]
Watada, Junzo [1 ]
机构
[1] Waseda Univ, Grad Sch Informat Prod & Syst, 2-7 Hibikino, Kitakyushu, Fukuoka 8080135, Japan
[2] Univ Tun Hussein Onn Malaysia, Fac Sci Comp & Informat Technol, Batu Pahat 86400, Johor, Malaysia
关键词
multi-attribute evaluation; fuzzy random variables; fuzzy random regression; contractor selection;
D O I
10.20965/jaciii.2011.p0465
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The successful of a construction industry project depends on contractor evaluation and selection. Further, human judgment and unknown evaluation risk make evaluation and selection increasingly complex. Such situations show that a contractor selection is influenced by multiple attributes that often have the hybrid uncertainty of fuzziness and probability. The objective of this study is therefore to propose a fuzzy random variable based multi-attribute decision scheme that enables us to solve such problems within the bounds of hybrid uncertainty by using a fuzzy random regression model. The proposed model is explained in examples and its usefulness is clarified. This decision model is facilitated in its use by evaluating alternatives and enables us to indicate the optimum choice in the presence of hybrid uncertainty.
引用
收藏
页码:465 / 472
页数:8
相关论文
共 50 条
  • [1] Multi-attribute Group Decision Making under the Condition of Dual Uncertainty
    Rao Congjun
    Peng Jin
    Wang Cheng
    He Weidong
    [J]. PROCEEDINGS OF THE 27TH CHINESE CONTROL CONFERENCE, VOL 6, 2008, : 799 - 803
  • [2] Novel Fuzzy Multi-Attribute Decision Making Method for the Selection of Open Unit Trusts Under Uncertainty
    Borovicka, Adam
    [J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2020, 28 (06) : 881 - 910
  • [3] Learning and strategy selection in multi-attribute decision making
    Arndt, Broeder
    Tilmann, Betsch
    [J]. INTERNATIONAL JOURNAL OF PSYCHOLOGY, 2008, 43 (3-4) : 547 - 547
  • [4] Research on Hybrid Multi-attribute Decision-Making
    Sun, Guidong
    Guan, Xin
    [J]. 2016 INTERNATIONAL CONFERENCE ON CYBER-ENABLED DISTRIBUTED COMPUTING AND KNOWLEDGE DISCOVERY PROCEEDINGS - CYBERC 2016, 2016, : 272 - 277
  • [5] A new decision analysis framework for multi-attribute decision-making under interval uncertainty
    Pan, Xiao-Hong
    He, Shi-Fan
    Wang, Ying-Ming
    [J]. FUZZY SETS AND SYSTEMS, 2024, 480
  • [6] A new decision analysis framework for multi-attribute decision-making under interval uncertainty
    Pan, Xiao-Hong
    He, Shi-Fan
    Wang, Ying-Ming
    [J]. Fuzzy Sets and Systems, 2024, 480
  • [7] Novel Method of Hybrid Multi-Attribute Decision Making
    Wang, Cheng
    Liu, Huanbin
    Li, Ping
    [J]. FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 1, PROCEEDINGS, 2008, : 353 - 356
  • [8] Hybrid Multi-Attribute Decision Making Methods: An Application
    Ma, Yonghong
    Su, Xin
    Zhao, Yue
    [J]. TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2018, 25 (05): : 1421 - 1428
  • [9] Negotiation Model Based on Uncertainty Multi-attribute Decision Making
    Chen Pei-you
    Li Yi-ling
    [J]. CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 1553 - 1556
  • [10] Decision-Making Based on Multi-Attribute Value Theory Under Preference Uncertainty
    Shakirov, Vladislav
    [J]. PROCEEDINGS OF THE 7TH SCIENTIFIC CONFERENCE ON INFORMATION TECHNOLOGIES FOR INTELLIGENT DECISION MAKING SUPPORT (ITIDS 2019), 2019, 166 : 177 - 183