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Evaluation and Selection of HazMat Transportation Alternatives: A PHFLTS- and TOPSIS-Integrated Multi-Perspective Approach

Author

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  • Zhen-Song Chen

    (School of Civil Engineering, Wuhan University, Wuhan 430072, China)

  • Min Li

    (School of Civil Engineering, Wuhan University, Wuhan 430072, China)

  • Wen-Tao Kong

    (School of Civil Engineering, Wuhan University, Wuhan 430072, China)

  • Kwai-Sang Chin

    (Department of Systems Engineering and Engineering Management, City University of Hong Kong, Hong Kong)

Abstract

Outsourcing the hazardous materials (HazMat) transportation is an effective way for manufacturing enterprises to avoid risks and accidents as well as to retain sustainable development in economic growth and social inclusion while not bringing negative impacts on the public and the environment. It is imperative to develop viable and effective approaches to selecting the most appropriate HazMat transportation alternatives. This paper aims at proposing an integrated multi-criteria group decision making approach that combines proportional hesitant fuzzy linguistic term set (PHFLTS) and the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) to address the problem of HazMat transportation alternative evaluation and selection. PHFLTSs are adopted to represent the congregated individual evaluations in a bid to avoid information loss and increase the reliability of results. Two weight assignment models are then proposed to determine the comprehensive weights of experts and criteria. Furthermore, several novel manipulations of PHFLTS are also defined to enrich its applicability. The TOPSIS method is subsequently extended to the context of PHFLTSs to rank alternatives and choose the best one. Eventually, the feasibility and validity of the proposed approach are verified by a practical case study of a HazMat transportation alternative evaluation and selection decision and further comparison analyses.

Suggested Citation

  • Zhen-Song Chen & Min Li & Wen-Tao Kong & Kwai-Sang Chin, 2019. "Evaluation and Selection of HazMat Transportation Alternatives: A PHFLTS- and TOPSIS-Integrated Multi-Perspective Approach," IJERPH, MDPI, vol. 16(21), pages 1-33, October.
  • Handle: RePEc:gam:jijerp:v:16:y:2019:i:21:p:4116-:d:280319
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    1. Jia Huang & Xiao-Yue You & Hu-Chen Liu & Sheng-Li Si, 2019. "New approach for quality function deployment based on proportional hesitant fuzzy linguistic term sets and prospect theory," International Journal of Production Research, Taylor & Francis Journals, vol. 57(5), pages 1283-1299, March.
    2. Yan Sun & Maoxiang Lang & Danzhu Wang, 2016. "Bi-Objective Modelling for Hazardous Materials Road–Rail Multimodal Routing Problem with Railway Schedule-Based Space–Time Constraints," IJERPH, MDPI, vol. 13(8), pages 1-31, July.
    3. Erhan Erkut & Vedat Verter, 1995. "A Framework for Hazardous Materials Transport Risk Assessment," Risk Analysis, John Wiley & Sons, vol. 15(5), pages 589-601, October.
    4. Yanbing Ju & Aihua Wang & Tianhui You, 2015. "Emergency alternative evaluation and selection based on ANP, DEMATEL, and TL-TOPSIS," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 75(2), pages 347-379, February.
    5. Saltelli A. & Tarantola S., 2002. "On the Relative Importance of Input Factors in Mathematical Models: Safety Assessment for Nuclear Waste Disposal," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 702-709, September.
    6. Michael P Johnson, 2001. "Environmental Impacts of Urban Sprawl: A Survey of the Literature and Proposed Research Agenda," Environment and Planning A, , vol. 33(4), pages 717-735, April.
    7. Gloria Bordogna & Gabriella Pasi, 1993. "A fuzzy linguistic approach generalizing Boolean Information Retrieval: A model and its evaluation," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 44(2), pages 70-82, March.
    8. Chin, Kwai-Sang & Yang, Qiang & Chan, Catherine Y.P. & Tsui, Kwok L. & Li, Yan-lai, 2019. "Identifying passengers’ needs in cabin interiors of high-speed rails in China using quality function deployment for improving passenger satisfaction," Transportation Research Part A: Policy and Practice, Elsevier, vol. 119(C), pages 326-342.
    9. Harish Garg & Gagandeep Kaur, 2018. "Algorithm for Probabilistic Dual Hesitant Fuzzy Multi-Criteria Decision-Making Based on Aggregation Operators with New Distance Measures," Mathematics, MDPI, vol. 6(12), pages 1-30, November.
    10. Qin, Jindong & Liu, Xinwang & Pedrycz, Witold, 2017. "An extended TODIM multi-criteria group decision making method for green supplier selection in interval type-2 fuzzy environment," European Journal of Operational Research, Elsevier, vol. 258(2), pages 626-638.
    11. Brito, A.J. & de Almeida, A.T., 2009. "Multi-attribute risk assessment for risk ranking of natural gas pipelines," Reliability Engineering and System Safety, Elsevier, vol. 94(2), pages 187-198.
    12. Rezaei, Jafar, 2015. "Best-worst multi-criteria decision-making method," Omega, Elsevier, vol. 53(C), pages 49-57.
    13. Renee M. Clark & Mary E. Besterfield‐Sacre, 2009. "A New Approach to Hazardous Materials Transportation Risk Analysis: Decision Modeling to Identify Critical Variables," Risk Analysis, John Wiley & Sons, vol. 29(3), pages 344-354, March.
    14. Byungtae Yoo & Sang D. Choi, 2019. "Emergency Evacuation Plan for Hazardous Chemicals Leakage Accidents Using GIS-based Risk Analysis Techniques in South Korea," IJERPH, MDPI, vol. 16(11), pages 1-14, June.
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    Cited by:

    1. Li Zhou & Chun Guo & Yunxiao Cui & Jianjun Wu & Ying Lv & Zhiping Du, 2020. "Characteristics, Cause, and Severity Analysis for Hazmat Transportation Risk Management," IJERPH, MDPI, vol. 17(8), pages 1-24, April.
    2. Burak, Selmin & Samanlioglu, Funda & Ülker, Duygu, 2022. "Evaluation of irrigation methods in Söke Plain with HF-AHP-PROMETHEE II hybrid MCDM method," Agricultural Water Management, Elsevier, vol. 271(C).
    3. Shuxia Li & Yuedan Zu & Huimin Fang & Liping Liu & Tijun Fan, 2021. "Design Optimization of a HAZMAT Multimodal Hub-and-Spoke Network with Detour," IJERPH, MDPI, vol. 18(23), pages 1-18, November.

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