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Artificial Intelligence Review

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16.01.2021

Probabilistic linguistic multiple attribute group decision making for location planning of electric vehicle charging stations based on the generalized Dice similarity measures

verfasst von: Guiwu Wei, Cun Wei, Jiang Wu, Yanfeng Guo

Erschienen in: Artificial Intelligence Review | Ausgabe 6/2021

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Abstract

The location of the electric vehicle charging station is deemed to be a multiple attribute group decision making (MAGDM) issue involving many experts and many conflicting attributes. In practical MAGDM issues, the information of uncertain and fuzzy cognitive decision is well-depicted by linguistic term sets (LTSs). These LTSs could be simply shifted into the probabilistic linguistic sets (PLTSs). In such paper, we design some novel probabilistic linguistic weighted Dice similarity measures (PLWDSM) and the probabilistic linguistic weighted generalized Dice similarity measures (PLWGDSM). Subsequently, the PLWGDSM-based MAGDM methods are presented under PLTSs. In the end, a practical case which concerns about the location planning of electric vehicle charging stations is offered to demonstrate the proposed PLWGDSM’s applicability and advantages.

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Bai CZ, Zhang R, Qian LX, Wu YN (2017) Comparisons of probabilistic linguistic term sets for multi-criteria decision making. Knowl Based Syst 119:284–291CrossRef

Bourguignon B, Massart DL (1994) The oreste method for multicriteria decision-making in experimental chemistry. Chemometr Intell Lab Syst 22:241–256CrossRef

Braglia M, Frosolini M, Montanari R (2003) Fuzzy TOPSIS approach for failure mode, effects and criticality analysis. Qual Reliab Eng Int 19:425–443CrossRef

Chen SM, Han WH (2019) Multiattribute decision making based on nonlinear programming methodology, particle swarm optimization techniques and interval-valued intuitionistic fuzzy values. Inf Sci 471:252–268MathSciNetMATHCrossRef

Chen SM, Cheng SH, Lan TC (2016) A novel similarity measure between intuitionistic fuzzy sets based on the centroid points of transformed fuzzy numbers with applications to pattern recognition. Inf Sci 343:15–40MathSciNetMATHCrossRef

Chen ZS, Chin KS, Tsui KL (2019a) Constructing the geometric Bonferroni mean from the generalized Bonferroni mean with several extensions to linguistic 2-tuples for decision-making. Appl Soft Comput 78:595–613CrossRef

Chen SX, Wang JQ, Wang TL (2019b) Cloud-based ERP system selection based on extended probabilistic linguistic MULTIMOORA method and Choquet integral operator. Comput Appl Math 38:88MathSciNetMATHCrossRef

Deng XM, Gao H (2019) TODIM method for multiple attribute decision making with 2-tuple linguistic Pythagorean fuzzy information. J Intell Fuzzy Syst 37:1769–1780CrossRef

Deng H, Yeh C-H, Willis RJ (2000) Inter-company comparison using modified TOPSIS with objective weights. Comput Oper Res 27:963–973MATHCrossRef

Dice LR (1945) Measures of the amount of ecologic association between species. Ecology 26:297–302CrossRef

Feng XQ, Liu Q, Wei CP (2019) Probabilistic linguistic QUALIFLEX approach with possibility degree comparison. J Intell Fuzzy Syst 36:719–730CrossRef

Geng XL, Qiu HQ, Gong XM (2017) An extended 2-tuple linguistic DEA for solying MAGDM problems considering the influence relationships among attributes. Comput Ind Eng 112:135–146CrossRef

Gou XJ, Xu ZS, Liao HC (2017) Multiple criteria decision making based on Bonferroni means with hesitant fuzzy linguistic information. Soft Comput 21:6515–6529MATHCrossRef

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, Martinez L (2001) A model based on linguistic 2-tuples for dealing with multigranular hierarchical linguistic contexts in multi-expert decision-making. IEEE Trans Syst Man Cybern Part B Cybern 31:227–234CrossRef

Jaccard P (1901) Distribution de la flore alpine dans le Bassin des Drouces et dans quelques regions voisines. Bull Soc Vaudoise Sci Nat 37:241–272

Kobina A, Liang DC, He X (2017) Probabilistic linguistic power aggregation operators for multi-criteria group decision making. Symmetry-Basel 9:320CrossRef

Li DF (2004) Some measures of dissimilarity in intuitionistic fuzzy structures. J Comput Syst Sci 68:115–122MathSciNetMATHCrossRef

Li DF, Cheng CT (2002) New similarity measures of intuitionistic fuzzy sets and application to pattern recognitions. Pattern Recogn Lett 23:221–225MATHCrossRef

Li ZX, Lu M (2019) Some novel similarity and distance and measures of Pythagorean fuzzy sets and their applications. J Intell Fuzzy Syst 37:1781–1799CrossRef

Liang DC, Kobina A, Quan W (2018) Grey relational analysis method for probabilistic linguistic multi-criteria group decision-making based on geometric Bonferroni mean. Int J Fuzzy Syst 20:2234–2244CrossRef

Liao HC, Jiang LS, Xu ZH, Xu JP, Herrera F (2017) A linear programming method for multiple criteria decision making with probabilistic linguistic information. Inf Sci 415:341–355CrossRef

Liao HC, Jiang LS, Lev B, Fujitac H (2019) Novel operations of PLTSs based on the disparity degrees of linguistic terms and their use in designing the probabilistic linguistic ELECTRE III method. Appl Soft Comput 80:450–464CrossRef

Lin MW, Xu ZS (2018) Probabilistic linguistic distance measures and their applications in multi-criteria group decision making. In: Collan M, Kacprzyk J (eds) Soft computing applications for group decision-making and consensus modeling. Studies in fuzziness and soft computing. Springer, Cham, p 357

Lin MW, Chen ZY, Liao HC, Xu ZS (2019) ELECTRE II method to deal with probabilistic linguistic term sets and its application to edge computing. Nonlinear Dyn 96:2125–2143MATHCrossRef

Liu HC, You XY, Xue YX, Luan X (2017) Exploring critical factors influencing the diffusion of electric vehicles in China: a multi-stakeholder perspective. Res Transp Econ 66:46–58CrossRef

Liu HC, Quan MY, Li ZW, Wang ZL (2019a) A new integrated MCDM model for sustainable supplier selection under interval-valued intuitionistic uncertain linguistic environment. Inf Sci 486:254–270CrossRef

Liu HC, Yang MY, Zhou MC, Tian GD (2019b) An integrated multi-criteria decision making approach to location planning of electric vehicle charging stations. IEEE Trans Intell Transp Syst 20:362–373CrossRef

Lu JP, Wei C (2019) TODIM method for performance appraisal on social-integration-based rural reconstruction with interval-valued intuitionistic fuzzy information. J Intell Fuzzy Syst 37:1731–1740CrossRef

Lu JP, Wei C, Wu J, Wei GW (2019) TOPSIS method for probabilistic linguistic MAGDM with entropy weight and its application to supplier selection of new agricultural machinery products. Entropy 21:953MathSciNetCrossRef

Mahmood T, Ye J, Khan Q (2016) Vector similarity measures for simplified neutrosophic hesitant fuzzy set and their applications. J Inequal Spec Funct 7:176–194

Mandal K, Basu K (2016) Improved similarity measure in neutrosophic environment and its application in finding minimum spanning tree. J Intell Fuzzy Syst 31:1721–1730MATHCrossRef

Pang Q, Wang H, Xu ZS (2016) Probabilistic linguistic term sets in multi-attribute group decision making. Inf Sci 369:128–143CrossRef

Peng XD, Garg H (2018) Algorithms for interval-valued fuzzy soft sets in emergency decision making based on WDBA and CODAS with new information measure. Comput Ind Eng 119:439–452CrossRef

Peng XD, Li WQ (2019) Algorithms for interval-valued pythagorean fuzzy sets in emergency decision making based on multiparametric similarity measures and WDBA. IEEE Access 7:7419–7441CrossRef

Rodriguez RM, Martinez L, Herrera F (2012) Hesitant fuzzy linguistic term sets for decision making. IEEE Trans Fuzzy Syst 20:109–119CrossRef

Salton G, McGill MJ (1987) Introduction to modern information retrieval. McGraw-Hill, New YorkMATH

Shannon CE (1948) A mathematical theory of communication. Bell Syst Tech J 27:379–423MathSciNetMATHCrossRef

Sharaf IM (2018) TOPSIS with similarity measure for MADM applied to network selection. Comput Appl Math 37:4104–4121MathSciNetMATHCrossRef

Tang Y, Wen LL, Wei GW (2017) Approaches to multiple attribute group decision making based on the generalized Dice similarity measures with intuitionistic fuzzy information. Int J Knowl Based Intell Eng Syst 21:85–95

Tian GD, Zhang HH, Feng YX, Jia HF, Zhang CY, Jiang ZG, Li ZW, Li PG (2017) Operation patterns analysis of automotive components remanufacturing industry development in China. J Clean Prod 164:1363–1375CrossRef

Tian GD, Zhang HH, Feng YX, Wang DQ, Peng Y, Jia HF (2018) Green decoration materials selection under interior environment characteristics: a grey-correlation based hybrid MCDM method. Renew Sustain Energy Rev 81:682–692CrossRef

Torra V (2010) Hesitant fuzzy sets. Int J Intell Syst 25:529–539MATH

Tsoulfas GT, Pappis CP (2008) A model for supply chains environmental performance analysis and decision making. J Clean Prod 16:1647–1657CrossRef

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

Wang P, Wang J, Wei GW, Wei C (2019a) Similarity measures of q-rung orthopair fuzzy sets based on cosine function and their applications. Mathematics 7:340CrossRef

Wang J, Gao H, Wei GW (2019b) The generalized Dice similarity measures for Pythagorean fuzzy multiple attribute group decision making. Int J Intell Syst 34:1158–1183CrossRef

Wang J, Gao H, Lu M (2019c) Approaches to strategic supplier selection under interval neutrosophic environment. J Intell Fuzzy Syst 37:1707–1730CrossRef

Wang J, Wei GW, Wei C, Wu J (2020) Maximizing deviation method for multiple attribute decision making under q-rung orthopair fuzzy environment. Def Technol 16:1073–1087CrossRef

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

Wei GW (2018) Some similarity measures for picture fuzzy sets and their applications. Iran J Fuzzy Syst 15:77–89MathSciNetMATH

Wei GW (2019a) Pythagorean fuzzy Hamacher Power aggregation operators in multiple attribute decision making. Fundam Inform 166:57–85MathSciNetMATHCrossRef

Wei GW (2019b) The generalized dice similarity measures for multiple attribute decision making with hesitant fuzzy linguistic information. Econ Res Ekonomska Istrazivanja 32:1498–1520CrossRef

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

Wei GW, Wei Y (2018) Similarity measures of Pythagorean fuzzy sets based on the cosine function and their applications. Int J Intell Syst 33:634–652CrossRef

Wei GW, Wang R, Wang J, Wei C, Zhang Y (2019) Methods for evaluating the technological innovation capability for the high-tech enterprises with generalized interval neutrosophic number Bonferroni mean operators. IEEE Access 7:86473–86492CrossRef

Wei GW, Lu JP, Wei C, Wu J (2020a) Probabilistic linguistic GRA method for multiple attribute group decision making. J Intell Fuzzy Syst 38:4721–4732CrossRef

Wei GW, Wang J, Lu JP, Wu J, Wei C, Alsaadi FE, Hayat T (2020b) VIKOR method for multiple criteria group decision making under 2-tuple linguistic neutrosophic environment. Econ Res Ekonomska Istrazivanja 33:3185–3208CrossRef

Wu SM, Liu HC, Wang LE (2017) Hesitant fuzzy integrated MCDM approach for quality function deployment: a case study in electric vehicle. Int J Prod Res 55:4436–4449CrossRef

Wu LP, Gao H, Wei C (2019a) VIKOR method for financing risk assessment of rural tourism projects under interval-valued intuitionistic fuzzy environment. J Intell Fuzzy Syst 37:2001–2008CrossRef

Wu LP, Wang J, Gao H (2019b) Models for competiveness evaluation of tourist destination with some interval-valued intuitionistic fuzzy Hamy mean operators. J Intell Fuzzy Syst 36:5693–5709CrossRef

Xian SD, Chai JH, Yin YB (2019) A visual comparison method and similarity measure for probabilistic linguistic term sets and their applications in multi-criteria decision making. Int J Fuzzy Syst 21:1154–1169MathSciNetCrossRef

Xu ZS (2005) Deviation measures of linguistic preference relations in group decision making. Omega Int J Manag Sci 33:249–254CrossRef

Xu ZS, Yager RR (2010) Power-geometric operators and their use in group decision making. IEEE Trans Fuzzy Syst 18:94–105CrossRef

Yager RR (2001) The power average operator. IEEE Trans Syst Man Cybern Part A 31:724–731CrossRef

Ye J (2012a) Multicriteria group decision-making method using vector similarity measures for trapezoidal intuitionistic fuzzy numbers. Group Decis Negot 21:519–530CrossRef

Ye J (2012b) Multicriteria decision-making method using the Dice similarity measure between expected intervals of trapezoidal fuzzy numbers. J Decis Syst 21:307–317CrossRef

Ye J (2014) Vector similarity measures of simplified neutrosophic sets and their application in multicriteria decision making. Int J Fuzzy Syst 16:204–211

Ye J (2016) The generalized Dice measures for multiple attribute decision making under simplified neutrosophic environments. J Intell Fuzzy Syst 31:663–671MATHCrossRef

Zadeh LA (1975) The concept of a linguistic variable and its application to approximate reasoning. Inf Sci 8:301–357MathSciNetMATHCrossRef

Zhang YX, Xu ZS, Wang H, Liao HC (2016) Consistency-based risk assessment with probabilistic linguistic preference relation. Appl Soft Comput 49:817–833CrossRef

Zhang XF, Xu ZS, Ren PJ (2019) A novel hybrid correlation measure for probabilistic linguistic term sets and crisp numbers and its application in customer relationship management. Int J Inf Technol Decis Mak 18:673–694CrossRef

Zhu B, Xu ZS (2013) Hesitant fuzzy Bonferroni means for multi-criteria decision making. J Oper Res Soc 64:1831–1840CrossRef

Titel: Probabilistic linguistic multiple attribute group decision making for location planning of electric vehicle charging stations based on the generalized Dice similarity measures
verfasst von: Guiwu Wei
Cun Wei
Jiang Wu
Yanfeng Guo
Publikationsdatum: 16.01.2021
Verlag: Springer Netherlands
Erschienen in: Artificial Intelligence Review / Ausgabe 6/2021
Print ISSN: 0269-2821
Elektronische ISSN: 1573-7462
DOI: https://doi.org/10.1007/s10462-020-09950-2

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