Developing a multi-attribute decision aid model for selection of a weather radar supplier

被引:0
|
作者
Caruzzo A. [1 ]
Blanco C.M.R. [2 ]
Joe P. [3 ]
机构
[1] Department of Atmospheric & Oceanic Sciences, McGill University, Burnside Hall, 805 Sherbrooke Street West, Montreal, H3A0B9, QC
[2] Département de Mathématiques et de Génie Industriel, Polytechnique Montréal, 2500, chemin de Polytechnique, Montreal, H3T1J4, QC
[3] Cloud Physics and Severe Weather Section, Environment and Climate Change Canada, 4905 Dufferin Street, Toronto, M3H5T4, ON
基金
巴西圣保罗研究基金会;
关键词
Decision analysis; Environmental applications; Multi-criteria decision model; Public procurement; Supplier selection;
D O I
10.1007/s10669-020-09770-3
中图分类号
学科分类号
摘要
Selecting a supplier for highly technical and expensive equipment as a weather radar is a very demanding process and a critical management task for procurement team. For such problems, the use of multiple criteria analysis is welcome. This paper introduces a decision aid model for weather radar supplier selection using a multi-attribute approach for public purchase procedures. As a model application, we developed the framework on a real public procurement to expand the weather radar network in Brazil, where two attributes were in conflict (cost and technical). The proposed model was demonstrated to be very useful in understanding the trade-off between cost and technical attributes, based on the stakeholders’ preferences. The model also supported the decision-maker in the negotiation process to receive better commercial or technical proposals from the buyers’ perspective. Based on these findings, it is advocated that for highly specialised equipment, a single attribute method centred on the lowest-cost bid is no longer supportive and robust enough in contemporary supplier selection. Modelling a multi-attribute decision process could also be a guide to improve interaction with expert and management teams in future weather radar selection evaluations. © 2020, Springer Science+Business Media, LLC, part of Springer Nature.
引用
收藏
页码:371 / 384
页数:13
相关论文
共 50 条
  • [1] Multi-attribute Decision Model of Green Supplier Selection under the Low-carbon Economy
    Rao, Congjun
    Zhang, Ningjuan
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON APPLIED SCIENCE AND ENGINEERING INNOVATION, 2015, 12 : 297 - 300
  • [2] Supplier Selection by Multi-Attribute Combinatorial Bidding
    Ribeiro Giacon, Joice Cavalheiro
    Yoshida Yoshizaki, Hugo T.
    Montibeller, Gilberto
    [J]. 2014 47TH HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES (HICSS), 2014, : 1132 - 1141
  • [3] A Dynamic Fuzzy Multi-attribute Group Decision Making Method for Supplier Evaluation and Selection
    Bai, Ruirui
    Li, Fanzhang
    Yang, Jiwen
    [J]. 26TH CHINESE CONTROL AND DECISION CONFERENCE (2014 CCDC), 2014, : 3249 - 3256
  • [4] Interval grey numbers based multi-attribute decision making method for supplier selection
    Xie, Naiming
    Xin, Jianghui
    [J]. KYBERNETES, 2014, 43 (07) : 1064 - 1078
  • [5] Supplier Selection Evaluation of Shipbuilding Enterprises Based on Entropy Weight and Multi-attribute Decision Making
    Liu, Chang
    [J]. PROCEEDINGS OF THE FIFTH INTERNATIONAL FORUM ON DECISION SCIENCES, 2018, : 255 - 268
  • [6] Neutrosophic Autocratic Multi-Attribute Decision-Making Strategies for Building Material Supplier Selection
    Nafei, Amirhossein
    Huang, Chien-Yi
    Chen, Shu-Chuan
    Huo, Kuang-Zong
    Lin, Yi-Ching
    Nasseri, Hadi
    [J]. BUILDINGS, 2023, 13 (06)
  • [7] Developing a Decision Model for Supplier Selection
    Wang, Jian-Jun
    Li, Hui-Fen
    [J]. 2007 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-15, 2007, : 4662 - 4665
  • [8] Supplier selection VIKOR multi-attribute decision making of grey group clustering and improved CRITIC weighting
    Wang, Jianhao
    Wang, Long
    Zhang, Liang
    Cui, Lijie
    [J]. Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2023, 45 (01): : 155 - 164
  • [9] Question selection for multi-attribute decision-aiding
    Holloway, HA
    White, CC
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2003, 148 (03) : 525 - 533
  • [10] Learning and strategy selection in multi-attribute decision making
    Arndt, Broeder
    Tilmann, Betsch
    [J]. INTERNATIONAL JOURNAL OF PSYCHOLOGY, 2008, 43 (3-4) : 547 - 547