Expertise-based bid evaluation for construction-contractor selection with generalized comparative linguistic ELECTRE III

被引:135
作者
Chen, Zhen-Song [1 ]
Zhang, Xuan [1 ]
Rodriguez, Rosa M. [2 ]
Pedrycz, Witold [3 ]
Martinez, Luis [2 ]
机构
[1] Wuhan Univ, Sch Civil Engn, Wuhan 430072, Peoples R China
[2] Univ Jaen, Dept Comp Sci, Jaen 23071, Spain
[3] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB, Canada
基金
中国国家自然科学基金;
关键词
Bid evaluation; Multiple-criteria decision support; Construction management; ELECTRE III; Generalized comparative linguistic expressions; GROUP DECISION-MAKING; CONSENSUS REACHING PROCESS; TERM SETS; CRITERIA; PROJECTS; SYSTEM; MODEL; SUPPORT; INFORMATION; INTEGRATION;
D O I
10.1016/j.autcon.2021.103578
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The process of bid evaluation is subject to indetermination, imprecision, and uncertainty in terms of their alternative-criterion decision appraisals. To address this issue, this paper develops a novel ELECTRE III-based MCGDM approach for bid evaluation, in which generalized comparative linguistic expressions (GCLEs) are used to evaluate bidder performance. The collected GCLEs are further transformed into possibility-distributionbased hesitant fuzzy linguistic-term sets (HFLTSs) to facilitate the qualitative construction of individual expertise. A consensus-reaching process is introduced to promote decisions that are agreed upon by experts and thereby ensure an enhanced state of mutual agreement among the experts. Subsequently, an integrated subjective-objective approach is proposed to calculate criterion weights and to implement an ELECTRE III-based method that incorporates HFLTS possibility distributions, which allows us to treat the indetermination, imprecision, and uncertainty embedded in appraisals of alternative-criterion decisions when evaluating bids. The potential advantages of the proposed approach are validated by a real-life contractor-selection case.
引用
收藏
页数:18
相关论文
共 78 条
[11]   Online-review analysis based large-scale group decision-making for determining passenger demands and evaluating passenger satisfaction: Case study of high-speed rail system in China [J].
Chen, Zhen-Song ;
Liu, Xiao-Lu ;
Chin, Kwai-Sang ;
Pedrycz, Witold ;
Tsui, Kwok-Leung ;
Skibniewski, Miroslaw J. .
INFORMATION FUSION, 2021, 69 :22-39
[12]   Bid evaluation in civil construction under uncertainty: A two-stage LSP-ELECTRE III-based approach [J].
Chen, Zhen-Song ;
Zhang, Xuan ;
Pedrycz, Witold ;
Wang, Xian-Jia ;
Skibniewski, Miroslaw J. .
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2020, 94
[13]   Sustainable building material selection: A QFD- and ELECTRE III-embedded hybrid MCGDM approach with consensus building [J].
Chen, Zhen-Song ;
Martinez, Luis ;
Chang, Jian-Peng ;
Wang, Xian-Jia ;
Xionge, Sheng-Hua ;
Chin, Kwai-Sang .
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2019, 85 :783-807
[14]   Customizing Semantics for Individuals With Attitudinal HFLTS Possibility Distributions [J].
Chen, Zhen-Song ;
Chin, Kwai-Sang ;
Martinez, Luis ;
Tsui, Kwok-Leung .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018, 26 (06) :3452-3466
[15]   Two-stage aggregation paradigm for HFLTS possibility distributions: A hierarchical clustering perspective [J].
Chen, Zhen-Song ;
Martinez, Luis ;
Chin, Kwai-Sang ;
Tsui, Kwok-Leung .
EXPERT SYSTEMS WITH APPLICATIONS, 2018, 104 :43-66
[16]   Proportional hesitant fuzzy linguistic term set for multiple criteria group decision making [J].
Chen, Zhen-Song ;
Chin, Kwai-Sang ;
Li, Yan-Lai ;
Yang, Yi .
INFORMATION SCIENCES, 2016, 357 :61-87
[17]  
Cheng EddieW. L., 2004, CONSTRUCTION MANAGEM, V22, P1021, DOI [DOI 10.1080/0144619042000202852, 10.1080/0144619042000202852]
[18]   The state-of-art of the generalizations of the Choquet integral: From aggregation and pre-aggregation to ordered directionally monotone functions [J].
Dimuro, Gracaliz Pereira ;
Fernandez, Javier ;
Bedregal, Benjamin ;
Mesiar, Radko ;
Antonio Sanz, Jose ;
Lucca, Giancarlo ;
Bustince, Humberto .
INFORMATION FUSION, 2020, 57 :27-43
[19]   Consensus-Based Group Decision Making Under Multi-granular Unbalanced 2-Tuple Linguistic Preference Relations [J].
Dong, Yucheng ;
Li, Cong-Cong ;
Xu, Yinfeng ;
Gu, Xin .
GROUP DECISION AND NEGOTIATION, 2015, 24 (02) :217-242
[20]   Minimizing adjusted simple terms in the consensus reaching process with hesitant linguistic assessments in group decision making [J].
Dong, Yucheng ;
Chen, Xia ;
Herrera, Francisco .
INFORMATION SCIENCES, 2015, 297 :95-117