Grey hybrid normalization with period based entropy weighting and relational analysis for cities rankings
Abstract Researchers have addressed uncertainty in multicriteria decision making from the perspective of the performance values of the alternatives, weighting of the evaluation criteria, and the evaluation methods. Still, they are yet to address the uncertainty caused by the normalization approach....
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Published in | Scientific reports Vol. 13; no. 1; p. 13797 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
London
Nature Publishing Group
23.08.2023
Nature Publishing Group UK Nature Portfolio |
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Abstract | Abstract
Researchers have addressed uncertainty in multicriteria decision making from the perspective of the performance values of the alternatives, weighting of the evaluation criteria, and the evaluation methods. Still, they are yet to address the uncertainty caused by the normalization approach. In this paper, we show that different normalization methods, namely sum normalization, min–max normalization, vector normalization, and maximization normalization, can result in different rankings of the alternatives while the performance values and weights are unchanged. We applied the grey system theory to address the problem of uncertainty in this study from three aspects: alternative performance values measurement, criteria weighting, and decision matrix/table normalization within a period. The grey hybrid normalization method is proposed as the main contribution in this paper. Then, we present the rankings of 48 cities under uncertainty to decide the location of a branch office of a Chinese electric vehicle manufacturer as a practical example based on the grey entropy weighting method and grey relational analysis with positive and negative references (GRA-PNR) within the period from the year 2019 to 2021. The research results using this approach ranked New York City the best, with a stock market capitalization of economy validity as the top contributor in terms of weighting. Finally, we used simple additive weighting with grey value and the technique for order of preference by similarity to ideal solution with grey value methods to validate the study results. |
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AbstractList | Abstract
Researchers have addressed uncertainty in multicriteria decision making from the perspective of the performance values of the alternatives, weighting of the evaluation criteria, and the evaluation methods. Still, they are yet to address the uncertainty caused by the normalization approach. In this paper, we show that different normalization methods, namely sum normalization, min–max normalization, vector normalization, and maximization normalization, can result in different rankings of the alternatives while the performance values and weights are unchanged. We applied the grey system theory to address the problem of uncertainty in this study from three aspects: alternative performance values measurement, criteria weighting, and decision matrix/table normalization within a period. The grey hybrid normalization method is proposed as the main contribution in this paper. Then, we present the rankings of 48 cities under uncertainty to decide the location of a branch office of a Chinese electric vehicle manufacturer as a practical example based on the grey entropy weighting method and grey relational analysis with positive and negative references (GRA-PNR) within the period from the year 2019 to 2021. The research results using this approach ranked New York City the best, with a stock market capitalization of economy validity as the top contributor in terms of weighting. Finally, we used simple additive weighting with grey value and the technique for order of preference by similarity to ideal solution with grey value methods to validate the study results. Abstract Researchers have addressed uncertainty in multicriteria decision making from the perspective of the performance values of the alternatives, weighting of the evaluation criteria, and the evaluation methods. Still, they are yet to address the uncertainty caused by the normalization approach. In this paper, we show that different normalization methods, namely sum normalization, min–max normalization, vector normalization, and maximization normalization, can result in different rankings of the alternatives while the performance values and weights are unchanged. We applied the grey system theory to address the problem of uncertainty in this study from three aspects: alternative performance values measurement, criteria weighting, and decision matrix/table normalization within a period. The grey hybrid normalization method is proposed as the main contribution in this paper. Then, we present the rankings of 48 cities under uncertainty to decide the location of a branch office of a Chinese electric vehicle manufacturer as a practical example based on the grey entropy weighting method and grey relational analysis with positive and negative references (GRA-PNR) within the period from the year 2019 to 2021. The research results using this approach ranked New York City the best, with a stock market capitalization of economy validity as the top contributor in terms of weighting. Finally, we used simple additive weighting with grey value and the technique for order of preference by similarity to ideal solution with grey value methods to validate the study results. Researchers have addressed uncertainty in multicriteria decision making from the perspective of the performance values of the alternatives, weighting of the evaluation criteria, and the evaluation methods. Still, they are yet to address the uncertainty caused by the normalization approach. In this paper, we show that different normalization methods, namely sum normalization, min-max normalization, vector normalization, and maximization normalization, can result in different rankings of the alternatives while the performance values and weights are unchanged. We applied the grey system theory to address the problem of uncertainty in this study from three aspects: alternative performance values measurement, criteria weighting, and decision matrix/table normalization within a period. The grey hybrid normalization method is proposed as the main contribution in this paper. Then, we present the rankings of 48 cities under uncertainty to decide the location of a branch office of a Chinese electric vehicle manufacturer as a practical example based on the grey entropy weighting method and grey relational analysis with positive and negative references (GRA-PNR) within the period from the year 2019 to 2021. The research results using this approach ranked New York City the best, with a stock market capitalization of economy validity as the top contributor in terms of weighting. Finally, we used simple additive weighting with grey value and the technique for order of preference by similarity to ideal solution with grey value methods to validate the study results. |
ArticleNumber | 13797 |
Author | Esangbedo, Moses Olabhele Wei, Jieyun |
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Cites_doi | 10.23055/ijietap.2019.26.5.3257 10.1016/j.eswa.2021.116378 10.1080/00207543.2017.1341064 10.3390/su11236808 10.22190/FUME210424060U 10.1007/s12665-011-1137-2 10.1109/TEM.2022.3204629 10.1016/0030-5073(81)90015-5 10.1016/j.asoc.2021.107107 10.3233/JIFS-179780 10.1016/j.eswa.2022.117827 10.1109/ACCESS.2020.3018957 10.1016/S0020-0255(03)00183-X 10.1142/S0219622021300019 10.1016/j.scs.2021.102712 10.1016/j.jom.2016.12.005 10.1080/18756891.2015.1001956 10.1016/j.omega.2018.07.004 10.1016/j.eswa.2020.113208 10.31181/dmame05012023i 10.1016/j.jclepro.2018.07.281 10.1109/TEM.2021.3119659 10.3390/systems11080397 10.3390/su12176983 10.1016/j.jclepro.2020.122368 10.1109/TEM.2022.3180164 10.3390/math8061015 10.1007/978-981-10-1841-1 10.1016/j.jclepro.2020.124086 10.17341/gazimmfd.609518 10.3390/math9131554 10.3846/16484142.2017.1321041 10.1051/ijmqe/2022014 10.1162/asep_a_00800 10.1155/2016/3824350 10.1016/j.eswa.2019.06.035 10.1007/s40747-022-00749-y 10.1016/j.omega.2012.05.002 10.1007/s11280-022-01008-3 10.1016/j.eswa.2007.08.064 10.1007/s10973-021-10877-1 10.1109/ACCESS.2021.3065100 10.3934/jimo.2021061 10.31181/dmame210402076i 10.3390/sym11020230 10.1111/grow.12003 10.1016/0001-6918(96)00010-8 10.1016/S0166-3615(01)00147-6 10.1080/23302674.2021.1879305 10.1080/01605682.2021.1993758 10.1142/S0219622023500037 10.1016/j.compenvurbsys.2019.101365 10.1007/s10489-022-03335-4 10.1016/j.omega.2014.11.009 10.3390/systems11020070 10.3846/jbem.2010.03 10.1007/978-3-030-15009-9 10.31181/dmame210402001a 10.1111/exsy.13395 10.3390/su8060551 10.1016/j.jclepro.2020.120523 10.1016/j.seps.2018.02.006 10.1007/s00170-004-2436-5 10.1007/s00170-007-1249-8 10.1016/j.eswa.2021.115151 10.1016/j.omega.2019.04.001 10.1007/s10479-023-05519-8 |
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References | ÖN Bilişik (40954_CR65) 2019 F Cebi (40954_CR39) 2015; 8 RJ Kuo (40954_CR36) 2002; 47 P Chen (40954_CR11) 2019; 136 H Sonar (40954_CR33) 2023 E Javanmardi (40954_CR32) 2023; 11 40954_CR66 EK Zavadskas (40954_CR67) 2010; 11 İZ Akyurt (40954_CR46) 2021 Y-H Lin (40954_CR71) 2008; 35 S Karagöz (40954_CR26) 2021; 102 D Pamucar (40954_CR25) 2022; 206 D Stanujkic (40954_CR64) 2018; 33 S Wanqing (40954_CR54) 2020; 38 H Nakamura (40954_CR55) 2020; 256 C Li (40954_CR12) 2020 EB Tirkolaee (40954_CR23) 2022; 52 AA Supciller (40954_CR29) 2020; 35 D Liang (40954_CR28) 2023 IZ Mukhametzyanov (40954_CR49) 2022 AE Torkayesh (40954_CR22) 2021; 67 C Kahraman (40954_CR37) 2003; 157 MO Esangbedo (40954_CR9) 2022 A Aytekin (40954_CR47) 2021; 4 W Tian (40954_CR2) 2021; 20 I Mukhametzyanov (40954_CR50) 2023; 6 A Khanlari (40954_CR24) 2022; 147 E Mulliner (40954_CR31) 2013; 41 FH Barron (40954_CR69) 1996; 93 IZ Mukhametzyanov (40954_CR48) 2021; 4 DD Wang (40954_CR61) 2019; 77 B Shi (40954_CR51) 2016; 8 S Anvari (40954_CR44) 2017; 55 A Nazari (40954_CR35) 2012; 65 X Geng (40954_CR27) 2020; 8 DD Trung (40954_CR57) 2022; 13 M Ketokivi (40954_CR72) 2017; 49–51 H Wang (40954_CR17) 2022; 8 MO Esangbedo (40954_CR59) 2016; 2016 J Watrobski (40954_CR14) 2019; 86 MO Esangbedo (40954_CR58) 2016; 28 40954_CR5 40954_CR4 M Tavana (40954_CR34) 2023; n/a 40954_CR3 N Yıldız (40954_CR19) 2019; 68 Z Mahtab (40954_CR20) 2022; 9 A Ulutas (40954_CR62) 2021; 19 Y Ma (40954_CR45) 2022 İ Ertuğrul (40954_CR38) 2008; 39 MO Esangbedo (40954_CR73) 2020; 32 40954_CR7 40954_CR6 SK Paul (40954_CR41) 2022; 191 D Kannan (40954_CR30) 2021; 279 L Shen (40954_CR52) 2018; 200 MO Esangbedo (40954_CR68) 2021; 182 X Zhang (40954_CR15) 2021; 9 SM Kimelberg (40954_CR1) 2013; 44 Y Zhou (40954_CR53) 2019; 11 40954_CR74 J Rezaei (40954_CR21) 2015; 53 D Stanujkic (40954_CR42) 2021 S Kheybari (40954_CR63) 2021 M Žižović (40954_CR56) 2020; 8 WG Stillwell (40954_CR70) 1981; 28 J Deng (40954_CR8) 1987 S Tadic (40954_CR43) 2020 SH Zolfani (40954_CR13) 2022; 21 MO Esangbedo (40954_CR60) 2023; 11 M Yazdani (40954_CR18) 2020; 148 H Liao (40954_CR10) 2019 X Zhang (40954_CR16) 2022; 18 D Yong (40954_CR40) 2006; 28 |
References_xml | – year: 2019 ident: 40954_CR65 publication-title: Int. J. Ind. Eng.: Theory Appl. Pract. doi: 10.23055/ijietap.2019.26.5.3257 contributor: fullname: ÖN Bilişik – volume: 28 start-page: 26 year: 2016 ident: 40954_CR58 publication-title: J. Grey Syst. contributor: fullname: MO Esangbedo – volume: 191 start-page: 116378 year: 2022 ident: 40954_CR41 publication-title: Exp. Syst. Appl. doi: 10.1016/j.eswa.2021.116378 contributor: fullname: SK Paul – volume: 55 start-page: 6266 year: 2017 ident: 40954_CR44 publication-title: Int. J. Prod. Res. doi: 10.1080/00207543.2017.1341064 contributor: fullname: S Anvari – volume: 11 start-page: 6808 year: 2019 ident: 40954_CR53 publication-title: Sustainability doi: 10.3390/su11236808 contributor: fullname: Y Zhou – ident: 40954_CR5 – volume: 19 start-page: 515 year: 2021 ident: 40954_CR62 publication-title: Facta Univ.-Ser. Mech. Eng. doi: 10.22190/FUME210424060U contributor: fullname: A Ulutas – volume: 65 start-page: 1631 year: 2012 ident: 40954_CR35 publication-title: Environ. Earth Sci. doi: 10.1007/s12665-011-1137-2 contributor: fullname: A Nazari – year: 2022 ident: 40954_CR9 publication-title: IEEE Trans. Eng. Manag. doi: 10.1109/TEM.2022.3204629 contributor: fullname: MO Esangbedo – volume: 28 start-page: 62 year: 1981 ident: 40954_CR70 publication-title: Organ. Behav. Human Perform. doi: 10.1016/0030-5073(81)90015-5 contributor: fullname: WG Stillwell – volume: 102 start-page: 107107 year: 2021 ident: 40954_CR26 publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2021.107107 contributor: fullname: S Karagöz – volume: 38 start-page: 7027 year: 2020 ident: 40954_CR54 publication-title: J. Intell. Fuzzy Syst. doi: 10.3233/JIFS-179780 contributor: fullname: S Wanqing – volume: 206 start-page: 117827 year: 2022 ident: 40954_CR25 publication-title: Exp. Syst. Appl. doi: 10.1016/j.eswa.2022.117827 contributor: fullname: D Pamucar – volume: 8 start-page: 162903 year: 2020 ident: 40954_CR27 publication-title: IEEE Access: Pract. Innov. Open Solut. doi: 10.1109/ACCESS.2020.3018957 contributor: fullname: X Geng – volume: 157 start-page: 135 year: 2003 ident: 40954_CR37 publication-title: Inf. Sci. doi: 10.1016/S0020-0255(03)00183-X contributor: fullname: C Kahraman – volume: 21 start-page: 7 year: 2022 ident: 40954_CR13 publication-title: Int. J. Inf. Technol. Decis. Mak. doi: 10.1142/S0219622021300019 contributor: fullname: SH Zolfani – volume: 67 start-page: 102712 year: 2021 ident: 40954_CR22 publication-title: Sustain. Cities Soc. doi: 10.1016/j.scs.2021.102712 contributor: fullname: AE Torkayesh – volume: 49–51 start-page: 20 year: 2017 ident: 40954_CR72 publication-title: J. Oper. Manag. doi: 10.1016/j.jom.2016.12.005 contributor: fullname: M Ketokivi – ident: 40954_CR4 – volume: 8 start-page: 330 year: 2015 ident: 40954_CR39 publication-title: Int. J. Comput. Intell. Syst. doi: 10.1080/18756891.2015.1001956 contributor: fullname: F Cebi – volume: 86 start-page: 107 year: 2019 ident: 40954_CR14 publication-title: Omega doi: 10.1016/j.omega.2018.07.004 contributor: fullname: J Watrobski – volume: 148 start-page: 113208 year: 2020 ident: 40954_CR18 publication-title: Exp. Syst. Appl. doi: 10.1016/j.eswa.2020.113208 contributor: fullname: M Yazdani – volume: 6 start-page: 341 year: 2023 ident: 40954_CR50 publication-title: Decis. Mak.: Appl. Manag. Eng. doi: 10.31181/dmame05012023i contributor: fullname: I Mukhametzyanov – volume: 200 start-page: 667 year: 2018 ident: 40954_CR52 publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2018.07.281 contributor: fullname: L Shen – year: 2021 ident: 40954_CR46 publication-title: IEEE Trans. Eng. Manag. doi: 10.1109/TEM.2021.3119659 contributor: fullname: İZ Akyurt – volume: 11 start-page: 397 year: 2023 ident: 40954_CR60 publication-title: Systems doi: 10.3390/systems11080397 contributor: fullname: MO Esangbedo – year: 2020 ident: 40954_CR43 publication-title: Sustainability doi: 10.3390/su12176983 contributor: fullname: S Tadic – volume: 279 start-page: 122368 year: 2021 ident: 40954_CR30 publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2020.122368 contributor: fullname: D Kannan – year: 2023 ident: 40954_CR28 publication-title: IEEE Trans. Eng. Manag. doi: 10.1109/TEM.2022.3180164 contributor: fullname: D Liang – volume: 8 start-page: 1015 year: 2020 ident: 40954_CR56 publication-title: Mathematics doi: 10.3390/math8061015 contributor: fullname: M Žižović – ident: 40954_CR66 doi: 10.1007/978-981-10-1841-1 – year: 2020 ident: 40954_CR12 publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2020.124086 contributor: fullname: C Li – volume: 35 start-page: 1847 year: 2020 ident: 40954_CR29 publication-title: J. Fac. Eng. Archit. Gazi Univ. doi: 10.17341/gazimmfd.609518 contributor: fullname: AA Supciller – year: 2021 ident: 40954_CR42 publication-title: Mathematics doi: 10.3390/math9131554 contributor: fullname: D Stanujkic – volume: 33 start-page: 835 year: 2018 ident: 40954_CR64 publication-title: Transport doi: 10.3846/16484142.2017.1321041 contributor: fullname: D Stanujkic – volume: 13 start-page: 14 year: 2022 ident: 40954_CR57 publication-title: Int. J. Metrol. Qual. Eng. doi: 10.1051/ijmqe/2022014 contributor: fullname: DD Trung – volume: 20 start-page: 75 year: 2021 ident: 40954_CR2 publication-title: Asian Econ. Papers doi: 10.1162/asep_a_00800 contributor: fullname: W Tian – volume: 2016 start-page: e3824350 year: 2016 ident: 40954_CR59 publication-title: Math. Probl. Eng. doi: 10.1155/2016/3824350 contributor: fullname: MO Esangbedo – volume: 136 start-page: 33 year: 2019 ident: 40954_CR11 publication-title: Exp. Syst. Appl. doi: 10.1016/j.eswa.2019.06.035 contributor: fullname: P Chen – volume-title: The Primary Methods of Grey System Theory year: 1987 ident: 40954_CR8 contributor: fullname: J Deng – volume: 8 start-page: 5409 year: 2022 ident: 40954_CR17 publication-title: Complex Intell. Syst. doi: 10.1007/s40747-022-00749-y contributor: fullname: H Wang – volume: 41 start-page: 270 year: 2013 ident: 40954_CR31 publication-title: Omega doi: 10.1016/j.omega.2012.05.002 contributor: fullname: E Mulliner – ident: 40954_CR3 – year: 2022 ident: 40954_CR45 publication-title: World Wide Web doi: 10.1007/s11280-022-01008-3 contributor: fullname: Y Ma – volume: 35 start-page: 1638 year: 2008 ident: 40954_CR71 publication-title: Exp. Syst. Appl. doi: 10.1016/j.eswa.2007.08.064 contributor: fullname: Y-H Lin – volume: 147 start-page: 4473 year: 2022 ident: 40954_CR24 publication-title: J. Therm. Anal. Calorim. doi: 10.1007/s10973-021-10877-1 contributor: fullname: A Khanlari – volume: 9 start-page: 41227 year: 2021 ident: 40954_CR15 publication-title: IEEE Access: Pract. Innov. Open Solut. doi: 10.1109/ACCESS.2021.3065100 contributor: fullname: X Zhang – volume: 18 start-page: 2163 year: 2022 ident: 40954_CR16 publication-title: J. Ind. Manag. Optim. doi: 10.3934/jimo.2021061 contributor: fullname: X Zhang – volume: 4 start-page: 76 year: 2021 ident: 40954_CR48 publication-title: Decis. Mak.: Appl. Manag. Eng. doi: 10.31181/dmame210402076i contributor: fullname: IZ Mukhametzyanov – ident: 40954_CR74 doi: 10.3390/sym11020230 – volume: 44 start-page: 92 year: 2013 ident: 40954_CR1 publication-title: Growth Change doi: 10.1111/grow.12003 contributor: fullname: SM Kimelberg – volume: 93 start-page: 23 year: 1996 ident: 40954_CR69 publication-title: Acta Psychol. doi: 10.1016/0001-6918(96)00010-8 contributor: fullname: FH Barron – volume: 47 start-page: 199 year: 2002 ident: 40954_CR36 publication-title: Comput. Ind. doi: 10.1016/S0166-3615(01)00147-6 contributor: fullname: RJ Kuo – volume: 9 start-page: 241 year: 2022 ident: 40954_CR20 publication-title: Int. J. Syst. Sci.: Oper. Logist. doi: 10.1080/23302674.2021.1879305 contributor: fullname: Z Mahtab – year: 2021 ident: 40954_CR63 publication-title: J. Oper. Res. Soc. doi: 10.1080/01605682.2021.1993758 contributor: fullname: S Kheybari – year: 2022 ident: 40954_CR49 publication-title: Int. J. Inf. Technol. Decis. Mak. doi: 10.1142/S0219622023500037 contributor: fullname: IZ Mukhametzyanov – volume: 77 start-page: 101365 year: 2019 ident: 40954_CR61 publication-title: Comput. Environ. Urban Syst. doi: 10.1016/j.compenvurbsys.2019.101365 contributor: fullname: DD Wang – volume: 52 start-page: 13614 year: 2022 ident: 40954_CR23 publication-title: Appl. Intell. doi: 10.1007/s10489-022-03335-4 contributor: fullname: EB Tirkolaee – volume: 53 start-page: 49 year: 2015 ident: 40954_CR21 publication-title: Omega doi: 10.1016/j.omega.2014.11.009 contributor: fullname: J Rezaei – volume: 11 start-page: 70 year: 2023 ident: 40954_CR32 publication-title: Systems doi: 10.3390/systems11020070 contributor: fullname: E Javanmardi – volume: 11 start-page: 34 year: 2010 ident: 40954_CR67 publication-title: J. Bus. Econ. Manag. doi: 10.3846/jbem.2010.03 contributor: fullname: EK Zavadskas – ident: 40954_CR7 doi: 10.1007/978-3-030-15009-9 – volume: 4 start-page: 1 year: 2021 ident: 40954_CR47 publication-title: Decis. Mak.: Appl. Manag. Eng. doi: 10.31181/dmame210402001a contributor: fullname: A Aytekin – volume: n/a start-page: e13395 year: 2023 ident: 40954_CR34 publication-title: Exp. Syst. doi: 10.1111/exsy.13395 contributor: fullname: M Tavana – volume: 8 start-page: 551 year: 2016 ident: 40954_CR51 publication-title: Sustainability doi: 10.3390/su8060551 contributor: fullname: B Shi – volume: 256 start-page: 120523 year: 2020 ident: 40954_CR55 publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2020.120523 contributor: fullname: H Nakamura – ident: 40954_CR6 – volume: 68 start-page: 100619 year: 2019 ident: 40954_CR19 publication-title: Soc.-Econ. Plann. Sci. doi: 10.1016/j.seps.2018.02.006 contributor: fullname: N Yıldız – volume: 28 start-page: 839 year: 2006 ident: 40954_CR40 publication-title: Int. J. Adv. Manuf. Technol. doi: 10.1007/s00170-004-2436-5 contributor: fullname: D Yong – volume: 39 start-page: 783 year: 2008 ident: 40954_CR38 publication-title: Int. J. Adv. Manuf. Technol. doi: 10.1007/s00170-007-1249-8 contributor: fullname: İ Ertuğrul – volume: 182 start-page: 115151 year: 2021 ident: 40954_CR68 publication-title: Exp. Syst. Appl. doi: 10.1016/j.eswa.2021.115151 contributor: fullname: MO Esangbedo – volume: 32 start-page: 38 year: 2020 ident: 40954_CR73 publication-title: J. Grey Syst. contributor: fullname: MO Esangbedo – year: 2019 ident: 40954_CR10 publication-title: Omega doi: 10.1016/j.omega.2019.04.001 contributor: fullname: H Liao – year: 2023 ident: 40954_CR33 publication-title: Ann. Oper. Res. doi: 10.1007/s10479-023-05519-8 contributor: fullname: H Sonar |
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Researchers have addressed uncertainty in multicriteria decision making from the perspective of the performance values of the alternatives, weighting... Researchers have addressed uncertainty in multicriteria decision making from the perspective of the performance values of the alternatives, weighting of the... Abstract Researchers have addressed uncertainty in multicriteria decision making from the perspective of the performance values of the alternatives, weighting... |
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SubjectTerms | Content analysis Decision making Electric vehicles Entropy System theory |
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Title | Grey hybrid normalization with period based entropy weighting and relational analysis for cities rankings |
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