Extended Multicriteria Group Decision Making with a Novel Aggregation Operator for Emergency Material Supplier Selection

Liu, Ling; Zhu, Qiuyi; Yang, Dan; Liu, Sen

doi:10.3390/e25040702

Cited by 2 publications

(2 citation statements)

References 101 publications

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“…Scholars have proposed MCDM models (Su & Meng, 2017;Fei et al, 2021) and MCGDM models (Wang & Cai, 2017;Liu et al, 2023a) to deal with the emergency supplier selection problem. However, these models ignored DMs' limited rational behaviors.…”

Section: Advances Of Emergency Supplier Selectionmentioning

confidence: 99%

Large-Scale Emergency Supplier Selection Considering Limited Rational Behaviors of Decision Makers and Ranking Robustness

Li,

Liao,

Baušys

et al. 2024

Technological and Economic Development of Economy

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Selecting emergency suppliers from a wide range of candidates based on their performance under each criterion can be regarded as a multi-criterion decision making (MCDM) problem. Existing MCDM models to solve the emergency supplier selection problem ignored situations where large-scale suppliers exist, the influence of criteria weights on the robustness of ranking results, and the influence of psychology of regret aversion and disappointment aversion on decision results. To make up for these deficiencies, this paper proposes an MCDM model to solve emergency supplier selection problem with large-scale alternatives. Firstly, to avoid the influence of criteria weights on ranking of alternatives, the Robustness, Correlation, and Standard Deviation (ROCOSD) method is introduced to determine objective weights of criteria based on three objectives. Secondly, the τ-balanced clustering method is applied to cluster large-scale alternatives into balanced clusters. Next, considering the psychology of regret aversion and disappointment aversion of decision makers, a two-stage method is proposed to rank alternatives, which identifies the optimal alternative within each cluster and forms a new cluster consisting of these optimal alternatives in the first stage, and selects the optimal alternative from the new-formed cluster in the second stage. A numerical case is given to validate the proposed model.

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Section: Advances Of Emergency Supplier Selectionmentioning

confidence: 99%

Large-Scale Emergency Supplier Selection Considering Limited Rational Behaviors of Decision Makers and Ranking Robustness

Li,

Liao,

Baušys

et al. 2024

Technological and Economic Development of Economy

View full text Add to dashboard Cite

show abstract

“…Determining appropriate regional warehouse coverage rates can effectively address these issues. However, evaluation criteria solely based on supplier attributes are generic and cannot effectively or comprehensively describe emergency decisions [44].…”

Section: Related Workmentioning

confidence: 99%

DEMATEL-Based ANP Model for Identifying Critical Indicators in Sustainable Emergency Material Reserve Systems

Huang,

Li,

Jiang

et al. 2024

Sustainability

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Sustainable Emergency Material Reserve Systems (SEMRSs) are complex frameworks comprising three types of reserves, namely, physical, capacity, and agreement reserves, and involve various stakeholders such as local governments and enterprises. However, multiple stockpiling methods have not been considered in investigations on the influencing factors and inter-factor relationships within an emergency material stockpiling system. In this study, we achieved consensus through a questionnaire, established an evaluation system encompassing various reserve methods and participating entities, and delineated the key factors affecting SEMRSs while analyzing their causal relationships using the decision-making trial and evaluation laboratory–based analytic network process. Results reveal that (1) local governments and participating enterprises play crucial roles in ensuring the sustainable supply of emergency provisions; (2) the capacity to guarantee emergency funds serves as a pivotal link among all key influencing factors, emergency funds should be augmented, and the utilization of contingency funds should be rationalized; and (3) the integration of physical, production capacity, and agreed stockpiling methods in the emergency reserve system requires enhancement, and the incorporation of capital reserves should be considered as part of the stockpiling strategy. These insights hold significant implications for refining emergency stockpiling practices and fostering the development of SEMRSs.

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Extended Multicriteria Group Decision Making with a Novel Aggregation Operator for Emergency Material Supplier Selection

Cited by 2 publications

References 101 publications

Large-Scale Emergency Supplier Selection Considering Limited Rational Behaviors of Decision Makers and Ranking Robustness

Large-Scale Emergency Supplier Selection Considering Limited Rational Behaviors of Decision Makers and Ranking Robustness

DEMATEL-Based ANP Model for Identifying Critical Indicators in Sustainable Emergency Material Reserve Systems

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