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Fuzzy ELECTRE II Location Preselection Model of Temporary Marine Dumping Area Based on S-Shaped Utility Function and Combination Weight

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Abstract

As an important link of marine dumping management, reasonable selection of the location of temporary marine dumping areas is of great significance to the high-quality development of the marine economy. To solve the problem of multi-attribute decision-making (MADM) for the location selection of temporary marine dumping areas, firstly, a fuzzy ELECTRE II model based on S-shaped utility function and the combined weight of game theory was proposed, which fully considered the direct influence of human bounded rationality and combination weight on the decision-making results. In the next part, based on constructing the evaluation index system of the preselected location of the temporary marine dumping marines, the fuzzy ELECTRE II model is applied to the q-order orthopair fuzzy environment to rank the alternative locations of the temporary marine dumping areas. Finally, the effectiveness and advantages of the model are proved compared with other existing methods. This paper provides a new and effective framework for the location selection of temporary marine dumping areas and possesses reference significance for marine dumping management.

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References

  1. Akram, M., Luqman, A., Kahraman, C.: Hesitant Pythagorean fuzzy ELECTRE-II method for multi-criteria decision-making problems. Appl. Soft Comput. 108, 107479 (2021)

    Article  Google Scholar 

  2. Akram, M., Ilyas, F., Garg, H.: Multi-criteria group decision making based on ELECTRE I method in Pythagorean fuzzy information. Soft. Comput. 24(5), 3425–3453 (2020)

    Article  Google Scholar 

  3. Atanassov, K.T.: Intuitionistic fuzzy sets. Fuzzy Sets Syst. 20(1), 87–96 (1986)

    Article  MathSciNet  MATH  Google Scholar 

  4. Benayoun, R., Roy, B., Sussman, B.: ELECTRE: Une méthode pour guider le choix en présence de points de vue multiples. Note de travail 49, 2–120 (1966)

    Google Scholar 

  5. Dacey, R.: The S-shaped utility function. Synthese 135(2), 243–272 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  6. Dong, Y.H., Zheng, H.: Optimal investment with S-shaped utility and trading and Value at Risk constraints: an application to defined contribution pension plan. Eur. J. Oper. Res. 281(2), 341–356 (2020)

    Article  MathSciNet  MATH  Google Scholar 

  7. Farid, H.M.A., Riaz, M.: Some generalized q-rung orthopair fuzzy Einstein interactive geometric aggregation operators with improved operational laws. Int. J. Intell. Syst. 36(12), 7239–7273 (2021)

    Article  Google Scholar 

  8. Farrokhizadeh, E., Seyfi-Shishavan, S.A., Gündoğdu, F.K., et al.: A spherical fuzzy methodology integrating maximizing deviation and TOPSIS methods. Eng. Appl. Artif. Intell. 101, 104212 (2021)

    Article  Google Scholar 

  9. Fei, L.G., Xia, J., Feng, Y.Q., et al.: An ELECTRE-based multiple criteria decision making method for supplier selection using Dempster-Shafer theory. IEEE Access 7, 84701–84716 (2019)

    Article  Google Scholar 

  10. Fei, L.G., Deng, Y.: Multi-criteria decision making in Pythagorean fuzzy environment. Appl. Intell. 50(2), 537–561 (2020)

    Article  Google Scholar 

  11. Figueira, J., Mousseau, V., Roy, B.: ELECTRE methods in multiple criteria decision analysis: the state of the art surveys, pp. 133–153. Springer, New York (2005)

    MATH  Google Scholar 

  12. Govindan, K., Jepsen, M.B.: ELECTRE: a comprehensive literature review on methodologies and applications. Eur. J. Oper. Res. 250(1), 1–29 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  13. Hatami-Marbini, A., Tavana, M.: An extension of the Electre I method for group decision-making under a fuzzy environment. Omega 39(04), 373–386 (2011)

    Article  MATH  Google Scholar 

  14. Ho, H.P., Chang, C.T., Ku, C.Y.: House selection via the internet by considering homebuyers’ risk attitudes with S-shaped utility functions. Eur. J. Oper. Res. 241(1), 188–201 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  15. Kahneman D., Tversky A. Prospect theory: An analysis of decision under risk. Handbook of the fundamentals of financial decision making: Part I. 2013: 99–127.

  16. Kumar, K., Chen, S.M.: Group decision making based on q-rung orthopair fuzzy weighted averaging aggregation operator of q-rung orthopair fuzzy numbers. Inf. Sci. 598, 1–18 (2022)

    Article  Google Scholar 

  17. Liao, H.C., Yang, L.Y., Xu, Z.S.: Two new approaches based on ELECTRE II to solve the multiple criteria decision making problems with hesitant fuzzy linguistic term sets. Appl. Soft Comput. 63, 223–234 (2018)

    Article  Google Scholar 

  18. Liao, H.C., Zhang, H.R., Zhang, C., et al.: A q-rung orthopair fuzzy GLDS method for investment evaluation of BE angel capital in China. Technol. Econ. Dev. Econ. 26(1), 103–134 (2020)

    Article  Google Scholar 

  19. Liao, N.N., Wei, G.W., Chen, X.D.: TODIM method based on cumulative prospect theory for multiple attributes group decision making under probabilistic hesitant fuzzy setting. Int. J. Fuzzy Syst. 24(1), 322–339 (2022)

    Article  Google Scholar 

  20. Liu, P.D., Wang, P.: Multiple-attribute decision-making based on Archimedean Bonferroni Operators of q-rung orthopair fuzzy numbers. IEEE Trans. Fuzzy Syst. 27(5), 834–848 (2019)

    Article  Google Scholar 

  21. Liu, P.D., Wang, P.: Some q-Rung Orthopair fuzzy aggregation operators and their applications to multiple-attribute decision making. Int. J. Intell. Syst. 33(2), 259–280 (2018)

    Article  Google Scholar 

  22. Liu, P.D., Wang, Y.M.: Multiple attribute decision making based on q-rung orthopair fuzzy generalized Maclaurin symmetic mean operators. Inf. Sci. 518, 181–210 (2020)

    Article  MathSciNet  Google Scholar 

  23. Liu, P.D., Pan, Q., Xu, H.X., et al.: An extended QUALIFLEX method with comprehensive weight for green supplier selection in normal q-Rung Orthopair fuzzy environment. Int. J. Fuzzy Syst. 24(5), 2174–2202 (2022)

    Article  Google Scholar 

  24. Liu, P.D., Zhu, B.Y., Wang, P.: A weighting model based on best–worst method and its application for environmental performance evaluation. Appl. Soft Comput. 103, 107168 (2021)

    Article  Google Scholar 

  25. Liu, X.L., Ma, Y.H.: A method to analyze the rank reversal problem in the ELECTRE II method. Omega 102, 102317 (2021)

    Article  Google Scholar 

  26. Malul, M., Rosenboim, M., Shavit, T.: So when are you loss averse? Testing the shaped function in pricing and allocation tasks. J. Econ. Psychol. 39(1), 101–112 (2013)

    Article  Google Scholar 

  27. Pinar, A., Boran, F.E.: A q-rung orthopair fuzzy multi-criteria group decision making method for supplier selection based on a novel distance measure. Int. J. Mach. Learn. Cybern. 11(8), 1–32 (2020)

    Article  Google Scholar 

  28. Rezaei, J.: Best-worst multi-criteria decision-making method. Omega 53, 49–57 (2015)

    Article  Google Scholar 

  29. Roy, B.: Classement et choix en présence de points de vue multiples (la méthode ELECTRE). Pesquisa Agropecuária Tropical 41(4), 4–12 (2011)

    Google Scholar 

  30. Roy B., Bertier P., La methode ELECTRE II. Note de travail 142. SEMA-METRA Metra International, 1971.

  31. Saaty, T.L.: Decision-making with the AHP: why is the principal eigenvector necessary. Eur. J. Oper. Res. 145(1), 85–91 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  32. Su, Y., Zhao, M.W., Wei, G.W., et al.: Probabilistic uncertain linguistic EDAS method based on prospect theory for multiple attribute group decision-making and its application to green finance. Int. J. Fuzzy Syst. 24(3), 1318–1331 (2022)

    Article  Google Scholar 

  33. Wang, R., Li, Y.L.: A novel approach for green supplier selection under a q-rung orthopair fuzzy environment. Symmetry 10(12), 687 (2018)

    Article  Google Scholar 

  34. Wei, C., Wu, J., Guo, Y.F., et al.: Green supplier selection based on CODAS method in probabilistic uncertain linguistic environment. Technol. Econ. Dev. Econ. 27(3), 530–549 (2021)

    Article  Google Scholar 

  35. Wu, M.C., Chen, T.Y.: The ELECTRE multicriteria analysis approach based on Atanassov’s intuitionistic fuzzy sets. Expert Syst. Appl. 38(10), 12318–12327 (2011)

    Article  Google Scholar 

  36. Wu, Y.N., Wang, J., Ji, S.Y., et al.: Optimal investment selection of industrial and commercial rooftop distributed PV project based on combination weights and cloud-TODIM model from SMEs’ perspectives. J. Clean. Prod. 234, 534–548 (2019)

    Article  Google Scholar 

  37. Wu, Y.N., Zhang, J.Y., Yuan, J.P., et al.: Study of decision framework of offshore wind power station site selection based on ELECTRE-III under intuitionistic fuzzy environment: a case of China. Energy Convers. Manage. 113, 66–81 (2016)

    Article  Google Scholar 

  38. Yager, R.R.: Pythagorean membership grades in multicriteria decision making. IEEE Trans. Fuzzy Syst. 22(4), 958–965 (2014)

    Article  Google Scholar 

  39. Yi, J.H., Liu, Y., Forrest, J.Y.L., et al.: A three-way decision approach with S-shaped utility function under Pythagorean fuzzy information. Expert Syst. Appl. 210, 118370 (2022)

    Article  Google Scholar 

Download references

Acknowledgments

This paper is supported by the National Natural Science Foundation of China (No. 71771140), the Taishan Scholars Project of Shandong Province, Shandong Provincial Key Research and Development Program(Major Scientific and Technological Innovation Project) (Nos. 2021SFGC0102, 2020CXGC010110), Major bidding projects of National Social Science Fund of China (No. 19ZDA080).

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Correspondence to Peide Liu.

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Liu, P., Pan, Q. & Zhu, B. Fuzzy ELECTRE II Location Preselection Model of Temporary Marine Dumping Area Based on S-Shaped Utility Function and Combination Weight. Int. J. Fuzzy Syst. 25, 997–1018 (2023). https://doi.org/10.1007/s40815-022-01450-5

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