Extended TOPSIS Method for Supplier Selection under Picture Hesitant Fuzzy Environment Using Linguistic Variables

Ambrin, Rabia; Ibrar, Muhammad; Sen, Manuel De la; Rabbi, Ihsan; Khan, Asghar

doi:10.1155/2021/6652586

Cited by 13 publications

(6 citation statements)

References 41 publications

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“…After determining the criteria weights, the problem comes to selecting the optimal solution from alternatives. Various MCDM techniques are used to deal with SS, such as VIKOR (Kumar and Barman 2021;Wu et al 2019a), TOPSIS (Afrasiabi et al 2022;Ambrin et al 2021), ANP (Khan et al 2018), and so on. Yu et al (2019) used TOPSIS technique to rank the alternatives from the perspective of sustainability.…”

Section: Mcdm Methods About Supplier Selectionmentioning

confidence: 99%

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A multi-criteria decision-making framework for electric vehicle supplier selection of government agencies and public bodies in China

Wei

Chao

2022

Environ Sci Pollut Res

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Electric vehicle deployment shows promising potentials in promoting cleaner energy utilization and reducing carbon emission. Due to increasing carbon neutral pressure and market competition from transportation sector, government agencies and public bodies (GAPBs) have emphasized the significance of electric vehicle adoption through supplier selection. Consequently, GAPBs must consider a reasonable criteria system and a comprehensive supplier selection framework and rationally select the electric vehicle supplier that matches their practical needs in terms of economic, social, environmental, and technical factors. This paper provides insights into electric vehicle supplier selection (EVSS) from the perspective of GAPBs using an integrated multi-criteria decision-making (MCDM) framework based on best-worst method (BWM) and fuzzy ViseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR). Initially, 14 critical factors from economic, social, environmental, and technical dimensions are identified as the criteria by literature review and experts' opinions. Then, a comprehensive decision framework using the integrated MCDM approach is proposed. To validate the applicability and feasibility of the proposed framework, a case study is launched and analyzed. It emerges that bad environmental record, cost, quality, service, and environmental initiatives are the most important criteria in EVSS for GAPBs with the weight values of 0.1995, 0.1172, 0.1219, 0.0708, and 0.2553. The comparative analysis and the sensitivity analysis are performed for verifying the reliability of the proposed framework. The work helps to understand the electric vehicle supplier selection criteria and makes methodological decision-making support for GAPBs.

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Section: Mcdm Methods About Supplier Selectionmentioning

confidence: 99%

“…MCDM has proved its capability and robustness in evaluation or selection decision-making problems, including sustainability performance assessment (Niu et al 2018;Wu et al 2019a), site selection (Li et al 2020;Zhang et al 2019a) and SS (Ambrin et al 2021;Baki 2021). With respect to SS, different methods have been adopted.…”

Section: Introductionmentioning

confidence: 99%

A multi-criteria decision-making framework for electric vehicle supplier selection of government agencies and public bodies in China

Wei

Chao

2022

Environ Sci Pollut Res

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“…Hwang dan Yoon mengembangkan masalah TOPSIS menjadi MCDM. Dalam metode TOPSIS, alternatif yang dipilih harus mempunyai jarak terpendek dari solusi ideal-positif dan jarak terjauh dari solusi ideal-positif [27]. Setelah menentukan bobot kriteria dengan dari Entropy berikutnya dilakukan perhitungan dengan kriteria yang ternormalisasi.…”

Section: B) Penerapan Entropiunclassified

Penerapan Metode Entropy Dan Topsis Dalam Seleksi Menentukan Operator Alat Berat

Yulianti,

Nugroho

2023

JURNAL MULTIMEDIA NETWORKING INFORMATICS

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Sering terjadinya pelangaran lalu lintas menjadi kerugian pada perusahaan penyedia alat berat, kesulitan dalam mengendalikan alat berat sering dialami oleh operator saat bekerja, hal terjadi karena seleksi operator alat berat yang belum ketat, sehingga diperlukan bobot kriteria dalam seleksi agar dapat mengurangi resiko tersebut. Perlunya dilakukan pendekatan ini agar operator yang diterima dapat bekerja dengan baik dalam mengoperasikan alat berat dan kemungkinan kecil terlibat masalah saat menjalankan alat berat. Dalam banyak penyelesaian pemasalahan seleksi seperti kasus yang terjadi, penetapan kriteria seleksi dilakukan dengan para ahli, sehingga memungkinkan untuk penerapan metode pendukung keputusan. Metode diusulkan dengan mengabungan 2 model pendekatan untuk seleksi operator. Metode yang digunakan Entropy untuk menghitung bobot kriteria dengan hasil yang akurat dan logis, sedangkan metode TOPSIS digunakan untuk memperoleh rangking akhir alternatif. Hasil yang didapat menunjukan alternatif A5 menempati rangking 1 yang direkomendasikan untuk di terima karena pertimbangan dari proses pendekatan perhitungan berdasarkan kriteria.

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“…Akram et al [24] discussed a new approach to opt for the optimal alternative(s) using the 2tuple linguistic T-spherical fuzzy numbers. Ambrin et al [25] studied TOPSIS method in the frame of picture hesitant fuzzy sets utilizing linguistic variables. Jana et al [26] discussed multiple attribute decision-making methods under Pythagorean fuzzy information.…”

Section: Introductionmentioning

confidence: 99%

Applications of nth Power Root Fuzzy Sets in Multicriteria Decision Making

Ibrahim

Al-shami

Mhemdi

2023

Journal of Mathematics

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An nth power root fuzzy set is a useful extension of a fuzzy set for expressing uncertain data. Because of their wider range of showing membership grades, nth power root fuzzy sets can cover more ambiguous situations than intuitionistic fuzzy sets. In this article, we present several novel operations on nth power root fuzzy sets, as well as their various features. Besides, we develop a new weighted aggregated operator, namely, nth power root fuzzy weighted power average (nPR-FWPA) over nth power root fuzzy sets to deal with choice information and show some of their basic properties. In addition, we define a scoring function for nth power root fuzzy sets ranking. Furthermore, we use this operator to determine the optimal location for constructing a home and demonstrate how we may choose the best alternative by comparing aggregate outputs using score values. Finally, we compare the nPR-FWPA operator outcomes to those of other well-known operators.

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Extended TOPSIS Method for Supplier Selection under Picture Hesitant Fuzzy Environment Using Linguistic Variables

Cited by 13 publications

References 41 publications

A multi-criteria decision-making framework for electric vehicle supplier selection of government agencies and public bodies in China

A multi-criteria decision-making framework for electric vehicle supplier selection of government agencies and public bodies in China

Penerapan Metode Entropy Dan Topsis Dalam Seleksi Menentukan Operator Alat Berat

Applications of nth Power Root Fuzzy Sets in Multicriteria Decision Making

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