Vol.66, No.2, 2021, pp.1511-1528, doi:10.32604/cmc.2020.012556
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ARTICLE
Prospect Theory Based Hesitant Fuzzy Multi-Criteria Decision Making for Low Sulphur Fuel of Maritime Transportation
  • Changli Lu1, Ming Zhao1,2, Imran Khan3, Peerapong Uthansakul4,*
1 School of Economics and Management, Shanghai Maritime University, Shanghai, 201306, China
2 School of Economics and Management, Pingdingshan University, Pingdingshan, 467000, China
3 Department of Electrical Engineering, University of Engineering and Technology, Peshawar, Pakistan
4 School of Telecommunication Engineering, Suranaree University of Technology, Nakhonratchasima, Thailand
* Corresponding Author: Peerapong Uthansakul. Email:
Received 04 July 2020; Accepted 17 July 2020; Issue published 26 November 2020
Abstract
The environmental impact of maritime transport has now become a relevant issue in sustainable policy formulation and has attracted increasing interest from academia. For the sustainable development of maritime transport, International Maritime Organization stipulates that the sulfur content of ship emissions will reach 0.5 from 2020. With the approaching of the stipulated implementation date, shipowners need to adopt scientific methods to make decision on low sulfur fuel. In this study, we applied a prospect theory based hesitant fuzzy multi-criteria decision-making model to obtain the optimal decision of low Sulphur marine fuel. For this purpose, the hesitant fuzzy decision matrix is established to collect expert opinions, the maximizing deviation method is adopted to determine criteria weights. According to calculate the Euclidean distance from the reference points, we obtain the comprehensive prospect values of alternatives. Lastly, a case study is carried out to illustrate the significance and effectiveness of the proposed methodology. The innovation of this study is that it is the first-time adopting prospect theory and hesitate fuzzy sets to multi-criteria decision making for low Sulphur marine fuel, which provides an effective decision model for shipping companies under Low Sulphur regulations, and can also be extended to other industries.
Keywords
Maritime transport; prospect theory; hesitant fuzzy sets; multi-criteria decision making; maximizing deviation method; euclidean distance
Cite This Article
C. Lu, M. Zhao, I. Khan and P. Uthansakul, "Prospect theory based hesitant fuzzy multi-criteria decision making for low sulphur fuel of maritime transportation," Computers, Materials & Continua, vol. 66, no.2, pp. 1511–1528, 2021.
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