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Soft Computing

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23.09.2019 | Focus

MABAC method for multiple attribute group decision making under picture 2-tuple linguistic environment

verfasst von: Siqi Zhang, Guiwu Wei, Fuad E. Alsaadi, Tasawar Hayat, Cun Wei, Zuopeng Zhang

Erschienen in: Soft Computing | Ausgabe 8/2020

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Abstract

In this article, we extend multi-attributive border approximation area comparison (MABAC) approach to the multiple attribute group decision making with picture 2-tuple linguistic numbers. We review the concept of picture 2-tuple linguistic sets and introduce its corresponding score function, accuracy function, and operational laws. In addition, we propose two aggregation operators of picture 2-tuple linguistic numbers and then develop a method by combining traditional MABAC model with the overall picture 2-tuple linguistic evaluation information. Our proposed method is increasingly accurate and valid even when the conflicting attributes are considered. We also provide a numerical instance for assessing and selecting the renewable energy power generation project to demonstrate the efficacy of our novel model. Finally, we compare our proposed approach with other traditional operators to further show its benefits.

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Atanassov KT (1986) Intuitionistic fuzzy sets. Fuzzy Sets Syst 20:87–96MATHCrossRef

Atanassov K, Gargov G (1989) Interval valued intuitionistic fuzzy-sets. Fuzzy Sets Syst 31:343–349MathSciNetMATHCrossRef

Cuong BC, Kreinovich V (2013) Picture fuzzy sets-a new concept for computational intelligence problems. In: Third world congress on information and communication technologies (WICT 2013), IEEE, pp 1–6

Cuong BC, Ngan RT, Hai BD (2015) An involutive picture fuzzy negator on picture fuzzy sets and some De Morgan triples. In: International conference on knowledge & systems engineering

Dehghani H, Siami A, Haghi P (2017) A new model for mining method selection based on grey and TODIM methods. J Min Environ 8:49–60

Garg H (2017) Some picture fuzzy aggregation operators and their applications to multicriteria decision-making. Arab J Sci Eng 42:5275–5290MathSciNetMATHCrossRef

Gomes L, Rangel LAD (2009) An application of the TODIM method to the multicriteria rental evaluation of residential properties. Eur J Oper Res 193:204–211MATHCrossRef

Herrera F, Martinez L (2000a) A 2-tuple fuzzy linguistic representation model for computing with words. IEEE Trans Fuzzy Syst 8:746–752CrossRef

Herrera F, Martinez L (2000b) An approach for combining linguistic and numerical information based on the 2-tuple fuzzy linguistic representation model in decision-making. Int J Uncertain Fuzziness Knowl-Based Syst 8:539–562MathSciNetMATHCrossRef

Herrera F, Martínez L (2001) The 2-tuple linguistic computational model. Adv Linguist Descr Accur Consist 9:33–48MATH

Huang YH, Wei GW (2018) TODIM method for Pythagorean 2-tuple linguistic multiple attribute decision making. J Intell Fuzzy Syst 35:901–915CrossRef

Liao HC, Wu XL (2019) DNMA: a double normalization-based multiple aggregation method for multi-expert multi-criteria decision making. Omega-Int J Manag Sci. https://doi.org/10.1016/j.omega.2019.1004.1001 CrossRef

Mishra AR, Rani P (2018) Biparametric information measures-based TODIM technique for interval-valued intuitionistic fuzzy environment. Arab J Sci Eng 43:3291–3309MATHCrossRef

Mishra AR, Chandel A, Motwani DJGC (2018) Extended MABAC method based on divergence measures for multi-criteria assessment of programming language with interval-valued intuitionistic fuzzy sets. Granul Comput. https://doi.org/10.1007/s41066-41018-40130-41065 CrossRef

Muirhead RF (1902) Some methods applicable to identities and inequalities of symmetric algebraic functions of n letters. Proc Edinb Math Soc 21:144–162CrossRef

Opricovic S, Tzeng GH (2007) Extended VIKOR method in comparison with outranking methods. Eur J Oper Res 178:514–529MATHCrossRef

Pamučar D, Ćirović G (2015) The selection of transport and handling resources in logistics centers using Multi-Attributive Border Approximation area Comparison (MABAC). Expert Syst Appl 42:3016–3028CrossRef

Pamucar D, Petrovic I, Cirovic G (2018) Modification of the Best-Worst and MABAC methods: a novel approach based on interval-valued fuzzy-rough numbers. Expert Syst Appl 91:89–106CrossRef

Pamučar D, Stević Ž, Zavadskas EK (2018) Integration of interval rough AHP and interval rough MABAC methods for evaluating university web pages. Appl Soft Comput 67:141–163CrossRef

Peng XD, Yang Y (2016) Pythagorean fuzzy choquet integral based MABAC method for multiple attribute group decision making. Int J Intell Syst 31:989–1020CrossRef

Qin QD, Liang FQ, Li L, Chen YW, Yu GF (2017) A TODIM-based multi-criteria group decision making with triangular intuitionistic fuzzy numbers. Appl Soft Comput 55:93–107CrossRef

Roy J, Chatterjee K, Bandhopadhyay A, Kar S (2016) Evaluation and selection of Medical Tourism sites: a rough AHP based MABAC approach. https://doi.org/10.1111/exsy.12232

Singh P (2015) Correlation coefficients for picture fuzzy sets. J Intell Fuzzy Syst 28:591–604MathSciNetMATHCrossRef

Son LH (2015) DPFCM: a novel distributed picture fuzzy clustering method on picture fuzzy sets. Expert Syst Appl 42:51–66CrossRef

Son LH (2016) Generalized picture distance measure and applications to picture fuzzy clustering. Appl Soft Comput 46:284–295CrossRef

Son LH, Thong PH (2017) Some novel hybrid forecast methods based on picture fuzzy clustering for weather nowcasting from satellite image sequences. Appl Intell 46:1–15CrossRef

Sun R, Hu J, Zhou J, Chen X (2017) A Hesitant fuzzy linguistic projection-based MABAC method for patients’ prioritization. Int J Fuzzy Syst 20:1–17

Tang XY, Wei GW (2019) Multiple attribute decision-making with dual hesitant pythagorean fuzzy information. Cognit Comput 11:193–211CrossRef

Tang M, Wang J, Lu JP, Wei GW, Wei C, Wei Y (2019a) Dual Hesitant pythagorean fuzzy heronian mean operators in multiple attribute decision making. Mathematics 7:344CrossRef

Tang XY, Wei GW, Gao H (2019b) Models for multiple attribute decision making with interval-valued pythagorean fuzzy Muirhead mean operators and their application to green suppliers selection. Informatica 30:153–186CrossRef

Thong NT, Son LH (2015) HIFCF: an effective hybrid model between picture fuzzy clustering and intuitionistic fuzzy recommender systems for medical diagnosis. Expert Syst Appl 42:3682–3701CrossRef

Thong PH, Son LH (2016) A novel automatic picture fuzzy clustering method based on particle swarm optimization and picture composite cardinality. Knowl-Based Syst 109:48–60CrossRef

Tian ZP, Wang J, Wang JQ, Zhang HY (2017) Simplified neutrosophic linguistic multi-criteria group decision-making approach to green product development. Group Decis Negot 26:597–627CrossRef

Wang J, Wei GW, Lu M (2018a) An extended VIKOR method for multiple criteria group decision making with triangular fuzzy neutrosophic numbers. Symmetry-Basel 10:497CrossRef

Wang J, Wei GW, Lu M (2018b) TODIM method for multiple attribute group decision making under 2-tuple linguistic neutrosophic environment. Symmetry-Basel 10:486CrossRef

Wang J, Wei GW, Wei Y (2018c) Models for green supplier selection with some 2-tuple linguistic neutrosophic number bonferroni mean operators. Symmetry-Basel 10:131CrossRef

Wang L, Zhang HY, Wang JQ, Li L (2018d) Picture fuzzy normalized projection-based VIKOR method for the risk evaluation of construction project. Appl Soft Comput 64:216–226CrossRef

Wang P, Xu XH, Huang S (2019) An improved consensus-based model for large group decision making problems considering experts with linguistic weighted information. Group Decis Negot 28:619–640CrossRef

Wei G (2016a) Picture 2-tuple linguistic Bonferroni mean operators and their application to multiple attribute decision making. Int J Fuzzy Syst 19:1–14MathSciNet

Wei GW (2016b) Picture fuzzy cross-entropy for multiple attribute decision making problems. J Bus Econ Manag 17:491–502CrossRef

Wei GW (2017a) Picture 2-tuple linguistic bonferroni mean operators and their application to multiple attribute decision making. Int J Fuzzy Syst 19:997–1010MathSciNetCrossRef

Wei GW (2017b) Picture uncertain linguistic Bonferroni mean operators and their application to multiple attribute decision making. Kybernetes 46:1777–1800CrossRef

Wei GW (2017c) Some cosine similarity measures for picture fuzzy sets and their applications to strategic decision making. Informatica 28:547–564MATHCrossRef

Wei GW (2018a) Picture fuzzy Hamacher aggregation operators and their application to multiple attribute decision making. Fundamenta Informaticae 157:271–320MathSciNetMATHCrossRef

Wei GW (2018b) TODIM method for picture fuzzy multiple attribute decision making. Informatica 29:555–566MathSciNetCrossRef

Wei GW, Gao H (2018) The generalized dice similarity measures for picture fuzzy sets and their applications. Informatica 29:107–124MathSciNetMATHCrossRef

Wei G, Alsaadi FE, Hayat T, Alsaedi A (2016) Picture 2-tuple linguistic aggregation operators in multiple attribute decision making. Soft Comput 33:1–14MATH

Wei GW, Alsaadi FE, Hayat T, Alsaedi A (2018a) Picture 2-tuple linguistic aggregation operators in multiple attribute decision making. Soft Comput 22:989–1002MATHCrossRef

Wei Y, Yu Q, Liu J, Cao Y (2018b) Hot money and China’s stock market volatility: further evidence using the GARCH-MIDAS model. Physica A 492:923–930CrossRef

Wei Y, Qin S, Li X, Zhu S, Wei G (2019) Oil price fluctuation, stock market and macroeconomic fundamentals: evidence from China before and after the financial crisis. Finance Res Lett 30:23–29CrossRef

Wu XL, Liao HC (2019) A consensus-based probabilistic linguistic gained and lost dominance score method. Eur J Oper Res 272:1017–1027MathSciNetMATHCrossRef

Wu SJ, Wei GW (2017) Picture uncertain linguistic aggregation operators and their application to multiple attribute decision making. Int J Knowl-Based Intell Eng Syst 21:243–256

Wu S, Wang J, Wei G, Wei Y (2018) Research on construction engineering project risk assessment with some 2-tuple linguistic neutrosophic Hamy mean operators. Sustainability 10(5):1536CrossRef

Xu Y, Shang X, Wang J, Zhang R, Li W, Xing Y (2019) A method to multi-attribute decision making with picture fuzzy information based on Muirhead mean. J Intell Fuzzy Syst 36(4):3833–3849CrossRef

Xue YX, You JX, Lai XD, Liu HC (2016) An interval-valued intuitionistic fuzzy MABAC approach for material selection with incomplete weight information. Appl Soft Comput 38:703–713CrossRef

Yu SM, Wang J, Wang JQ (2017) An interval type-2 fuzzy likelihood-based MABAC approach and its application in selecting hotels on a tourism website. Int J Fuzzy Syst 19:47–61MathSciNetCrossRef

Zhang SQ, Gao H, Wei GW, Wei Y, Wei C (2019) Evaluation based on distance from average solution method for multiple criteria group decision making under picture 2-tuple linguistic environment. Mathematics 7:243CrossRef

Titel: MABAC method for multiple attribute group decision making under picture 2-tuple linguistic environment
verfasst von: Siqi Zhang
Guiwu Wei
Fuad E. Alsaadi
Tasawar Hayat
Cun Wei
Zuopeng Zhang
Publikationsdatum: 23.09.2019
Verlag: Springer Berlin Heidelberg
Erschienen in: Soft Computing / Ausgabe 8/2020
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI: https://doi.org/10.1007/s00500-019-04364-x

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