Picture fuzzy WASPAS technique and its application in multi-criteria decision-making
In recent times, multi-criteria decision-making (MCDM) strategies have grown in popularity as the world has become more unpredictable. The objective of this article is to establish a WASPAS (weighted aggregated sum product assessment)-based outranking approach for MCDM in a picture fuzzy set (PFS) e...
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| Vydáno v: | Soft computing (Berlin, Germany) Ročník 26; číslo 9; s. 4413 - 4421 |
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| Hlavní autoři: | , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
Berlin/Heidelberg
Springer Berlin Heidelberg
01.05.2022
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| ISSN: | 1432-7643, 1433-7479 |
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| Abstract | In recent times, multi-criteria decision-making (MCDM) strategies have grown in popularity as the world has become more unpredictable. The objective of this article is to establish a WASPAS (weighted aggregated sum product assessment)-based outranking approach for MCDM in a picture fuzzy set (PFS) environment. To illustrate the practicality and reasonableness of the suggested method, in reality, scenario research involving appropriate air-conditioning system selection is provided. The recommended technique performs well when contrasted to other existing classifier strategies, according to experimental results acquired for a real-world issue. |
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| AbstractList | In recent times, multi-criteria decision-making (MCDM) strategies have grown in popularity as the world has become more unpredictable. The objective of this article is to establish a WASPAS (weighted aggregated sum product assessment)-based outranking approach for MCDM in a picture fuzzy set (PFS) environment. To illustrate the practicality and reasonableness of the suggested method, in reality, scenario research involving appropriate air-conditioning system selection is provided. The recommended technique performs well when contrasted to other existing classifier strategies, according to experimental results acquired for a real-world issue. |
| Author | Chen, Guiyun Senapati, Tapan |
| Author_xml | – sequence: 1 givenname: Tapan orcidid: 0000-0003-0399-7486 surname: Senapati fullname: Senapati, Tapan organization: School of Mathematics and Statistics, Southwest University – sequence: 2 givenname: Guiyun surname: Chen fullname: Chen, Guiyun organization: School of Mathematics and Statistics, Southwest University |
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| Cites_doi | 10.1007/s12652-019-01377-0 10.3390/math7070608 10.1016/j.eswa.2014.12.042 10.15388/Informatica.2014.01 10.3390/sym9070106 10.1007/s10489-016-0811-1 10.3846/13923730.2016.1268645 10.15837/ijccc.2015.6.2078 10.1016/j.asoc.2019.105888 10.1002/int.22125 10.1002/int.22684 10.1016/j.acme.2015.10.002 10.3390/sym11010075 10.1080/03081070600574353 10.1016/S0165-0114(86)80034-3 10.1016/j.asoc.2014.08.031 10.1007/s12652-020-02667-8 10.1007/s13369-017-2625-9 10.3934/math.2020132 10.1016/j.trmi.2017.10.006 10.1016/j.asoc.2017.06.055 10.1109/ACCESS.2019.2953316 10.3390/sym11010006 10.1016/j.cie.2018.07.048 10.1007/s13042-016-0604-1 10.1016/j.cie.2019.106037 10.1016/j.asoc.2017.12.014 10.3846/16111699.2014.908789 10.24846/v24i2y201502 10.3233/IFS-141247 10.1016/j.engappai.2019.05.012 10.1051/ro/2019004 10.1016/j.jclepro.2018.09.188 10.1016/j.asoc.2017.03.045 10.1007/s10489-016-0856-1 10.1615/Int.J.UncertaintyQuantification.2017020096 10.15388/Informatica.2017.144 10.3390/su71215792 10.15388/Informatica.2019.211 10.1007/s40096-019-0291-7 10.3233/JIFS-179229 10.1016/j.jclepro.2016.07.031 10.1002/int.22563 10.1016/j.eswa.2013.06.040 10.1016/j.eswa.2014.07.026 10.1016/j.asoc.2018.10.021 10.3233/FI-2018-1628 10.5755/j01.eee.122.6.1810 10.1007/978-1-4757-3157-6 10.1007/s40314-021-01742-w 10.1016/S0019-9958(65)90241-X 10.15388/Informatica.2018.160 |
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| References | Lashgari, Antucheviciene, Delavari, Kheirkhah (CR17) 2014; 15 Wang, Wang, Gao, Wei (CR42) 2019; 11 CR38 Saha, Senapati, Yager (CR24) 2021; 36 Singh (CR31) 2014; 27 Miller, Starr (CR20) 1969 Wei (CR44) 2017; 28 CR30 Jana, Senapati, Pal, Yager (CR12) 2019; 74 Dey, Senapati, Pal, Chen (CR7) 2020; 5 Senapati, Yager (CR26) 2019; 30 Senapati, Yager (CR27) 2020; 11 Wang, Zhang, Wang, Li (CR41) 2018; 64 Attanassov (CR1) 1986; 20 Senapati, Yager, Chen (CR29) 2021; 12 Zavadskas, Bausys, Stanujkic (CR58) 2016; 21 Zavadskas, Turskis, Antucheviciene (CR55) 2015; 24 Senapati, Chen, Yager (CR28) 2021 Madic, Gecevska, Radovanovic, Petkovic (CR18) 2014; 17 CR5 Khan, Abdullah, Abdullah, Ashraf (CR16) 2019; 7 Mardani, Nilashi, Zakuan, Loganathan, Soheilirad, Saman, Ibrahim (CR19) 2017; 57 Yang, Hu, Liu, Chen (CR51) 2019; 206 Peng, Dai (CR23) 2017; 7 CR46 Chakraborty, Zavadskas (CR4) 2014; 25 CR45 Turskis, Zavadskas, Antucheviciene, Kosareva (CR39) 2015; 10 Khan, Abdullah, Ashraf (CR15) 2019; 13 Wei, Zhang, Lu, Wu, Wei (CR48) 2019; 7 Bausys, Juodagalviene (CR2) 2017; 23 Bridgman (CR3) 1922 Thong, Son (CR36) 2015; 42 Ju, Ju, Gonzalez, Giannakis (CR14) 2019; 135 Ghorabaee, Zavadskas, Amiri, Esmaeili (CR10) 2016; 137 Wu, Chen (CR49) 2020; 86 Tian, Peng, Zhang, Zhang, Wang (CR37) 2019; 137 Zavadskas, Bausys, Lazauskas (CR56) 2015; 7 Nie, Wang, Zhang (CR22) 2017; 9 CR53 CR52 Garg (CR9) 2017; 42 Nie, Wang, Li (CR21) 2017; 60 Cuong (CR6) 2014; 30 Senapati, Yager (CR25) 2019; 85 Urosevic, Karabasevic, Stanujkic, Maksimovic (CR40) 2017; 51 Son, Thong (CR33) 2017; 46 Dutta, Ganju (CR8) 2018; 172 Jana, Senapati, Pal (CR13) 2019; 34 Son, Viet, Hai (CR34) 2017; 46 Song, Ding (CR35) 2019; 37 Jana, Pal (CR11) 2019; 11 Zavadskas, Kalibatas, Kalibatiene (CR59) 2016; 16 Zavadskas, Chakraborty, Bhattacharyya, Antucheviciene (CR57) 2015; 44 Zolfani, Aghdaie, Derakhti, Zavadskas, Morshed Varzandeh (CR60) 2013; 40 Wei, Alsaadi, Hayat, Alsaedi (CR47) 2018; 9 Son (CR32) 2015; 2 Xu, Yager (CR50) 2006; 35 Wang, Zhang, Wang, Wu (CR43) 2020; 54 Zavadskas, Antucheviciene, Razavi Hajiagha, Hashemi (CR54) 2014; 24 EK Zavadskas (6835_CR56) 2015; 7 L Wang (6835_CR43) 2020; 54 A Mardani (6835_CR19) 2017; 57 X Song (6835_CR35) 2019; 37 NT Thong (6835_CR36) 2015; 42 T Senapati (6835_CR25) 2019; 85 C Tian (6835_CR37) 2019; 137 EK Zavadskas (6835_CR57) 2015; 44 DW Miller (6835_CR20) 1969 LH Son (6835_CR34) 2017; 46 A Dey (6835_CR7) 2020; 5 R Bausys (6835_CR2) 2017; 23 PW Bridgman (6835_CR3) 1922 6835_CR38 S Khan (6835_CR15) 2019; 13 6835_CR30 RX Nie (6835_CR22) 2017; 9 YB Ju (6835_CR14) 2019; 135 T Senapati (6835_CR28) 2021 LH Son (6835_CR32) 2015; 2 MK Ghorabaee (6835_CR10) 2016; 137 LH Son (6835_CR33) 2017; 46 S Urosevic (6835_CR40) 2017; 51 6835_CR45 G Wei (6835_CR48) 2019; 7 EK Zavadskas (6835_CR54) 2014; 24 C Wu (6835_CR49) 2020; 86 S Khan (6835_CR16) 2019; 7 A Saha (6835_CR24) 2021; 36 6835_CR46 G Wei (6835_CR44) 2017; 28 C Jana (6835_CR11) 2019; 11 H Garg (6835_CR9) 2017; 42 M Madic (6835_CR18) 2014; 17 RX Nie (6835_CR21) 2017; 60 T Senapati (6835_CR26) 2019; 30 T Senapati (6835_CR27) 2020; 11 EK Zavadskas (6835_CR59) 2016; 16 C Jana (6835_CR13) 2019; 34 Y Yang (6835_CR51) 2019; 206 S Lashgari (6835_CR17) 2014; 15 6835_CR53 BC Cuong (6835_CR6) 2014; 30 GW Wei (6835_CR47) 2018; 9 P Dutta (6835_CR8) 2018; 172 Z Turskis (6835_CR39) 2015; 10 ZS Xu (6835_CR50) 2006; 35 6835_CR52 C Jana (6835_CR12) 2019; 74 SH Zolfani (6835_CR60) 2013; 40 R Wang (6835_CR42) 2019; 11 T Senapati (6835_CR29) 2021; 12 X Peng (6835_CR23) 2017; 7 L Wang (6835_CR41) 2018; 64 6835_CR5 P Singh (6835_CR31) 2014; 27 S Chakraborty (6835_CR4) 2014; 25 EK Zavadskas (6835_CR58) 2016; 21 KT Attanassov (6835_CR1) 1986; 20 EK Zavadskas (6835_CR55) 2015; 24 |
| References_xml | – ident: CR45 – volume: 11 start-page: 663 issue: 2 year: 2020 end-page: 674 ident: CR27 article-title: Fermatean fuzzy sets publication-title: J Ambient Intell Humaniz Comput doi: 10.1007/s12652-019-01377-0 – year: 1922 ident: CR3 publication-title: Dimensional Analysis – volume: 7 start-page: 608 year: 2019 ident: CR16 article-title: Logarithmic aggregation operators of picture fuzzy numbers for multi-attribute decision making problems publication-title: Mathematics doi: 10.3390/math7070608 – volume: 30 start-page: 409 year: 2014 end-page: 420 ident: CR6 article-title: Picture fuzzy sets publication-title: J Comput Sci Cyber – volume: 42 start-page: 3682 issue: 7 year: 2015 end-page: 3701 ident: CR36 article-title: HIFCF: an effective hybrid model between picture fuzzy clustering and intuitionistic fuzzy recommender systems for medical diagnosis publication-title: Exp Syst Appl doi: 10.1016/j.eswa.2014.12.042 – volume: 44 start-page: 77 year: 2015 end-page: 88 ident: CR57 article-title: Application of WASPAS method as an optimization tool in non-traditional machining processes publication-title: Inf Technol Control – volume: 25 start-page: 1 issue: 1 year: 2014 end-page: 20 ident: CR4 article-title: Applications of WASPAS method in manufacturing decision making publication-title: Informatica doi: 10.15388/Informatica.2014.01 – volume: 9 start-page: 106 year: 2017 ident: CR22 article-title: Solving solar-wind power station location problem using an extended weighted aggregated sum product assessment (WASPAS) technique with interval neutrosophic sets publication-title: Symmetry doi: 10.3390/sym9070106 – volume: 46 start-page: 1 issue: 1 year: 2017 end-page: 15 ident: CR33 article-title: Some novel hybrid forecast methods based on picture fuzzy clustering for weather now casting from satellite image sequences publication-title: Appl Intell doi: 10.1007/s10489-016-0811-1 – volume: 23 start-page: 421 issue: 3 year: 2017 end-page: 429 ident: CR2 article-title: Garage location selection for residential house by WASPAS-SVNS method publication-title: J Civ Eng Manag doi: 10.3846/13923730.2016.1268645 – volume: 10 start-page: 873 issue: 6 year: 2015 end-page: 888 ident: CR39 article-title: A hybrid model based on fuzzy AHP and fuzzy WASPAS for construction site selection publication-title: Int J Comput Commun Control doi: 10.15837/ijccc.2015.6.2078 – volume: 86 start-page: 105888 year: 2020 ident: CR49 article-title: Adaptive entropy weighted picture fuzzy clustering algorithm with spatial information for image segmentation publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2019.105888 – ident: CR46 – volume: 34 start-page: 2019 year: 2019 end-page: 2038 ident: CR13 article-title: Pythagorean fuzzy Dombi aggregation operators and its applications in multiple attribute decision-making publication-title: Int J Intell Syst doi: 10.1002/int.22125 – year: 2021 ident: CR28 article-title: Aczel-Alsina aggregation operators and their application to intuitionistic fuzzy multiple attribute decision making publication-title: Int J Intell Syst doi: 10.1002/int.22684 – volume: 16 start-page: 76 year: 2016 end-page: 85 ident: CR59 article-title: A multi-attribute assessment using WASPAS for choosing an optimal indoor environment publication-title: Arch Civ Mech Eng doi: 10.1016/j.acme.2015.10.002 – volume: 11 start-page: 75 issue: 1 year: 2019 ident: CR11 article-title: Assessment of enterprise performance based on picture fuzzy Hamacher aggregation operators publication-title: Symmetry doi: 10.3390/sym11010075 – volume: 35 start-page: 417 year: 2006 end-page: 433 ident: CR50 article-title: Some geometric aggregation operators based on intuitionistic fuzzy sets publication-title: Int J Gen Syst doi: 10.1080/03081070600574353 – volume: 20 start-page: 87 year: 1986 end-page: 96 ident: CR1 article-title: Intuitionistic fuzzy sets publication-title: Fuzzy Sets Syst doi: 10.1016/S0165-0114(86)80034-3 – volume: 24 start-page: 1013 year: 2014 end-page: 1021 ident: CR54 article-title: Extension of weighted aggregated sum product assessment with interval-valued intuitionistic fuzzy numbers (WASPAS-IVIF) publication-title: Appl. soft comput. doi: 10.1016/j.asoc.2014.08.031 – volume: 12 start-page: 8823 year: 2021 end-page: 8833 ident: CR29 article-title: Cubic intuitionistic WASPAS technique and its application in multi-criteria decision-making publication-title: J Ambient Intell Humaniz Comput doi: 10.1007/s12652-020-02667-8 – volume: 42 start-page: 5275 issue: 12 year: 2017 end-page: 5290 ident: CR9 article-title: Some picture fuzzy aggregation operators and their applications to multicriteria decision-making publication-title: Arab J Sci Eng doi: 10.1007/s13369-017-2625-9 – ident: CR5 – volume: 17 start-page: 79 year: 2014 end-page: 82 ident: CR18 article-title: multi-criteria economic analysis of machining processes using the WASPAS method publication-title: J Prod Eng – volume: 5 start-page: 1985 issue: 3 year: 2020 end-page: 2008 ident: CR7 article-title: A novel approach to hesitant multi-fuzzy based decision making publication-title: AIMS Math doi: 10.3934/math.2020132 – volume: 172 start-page: 164 issue: 2 year: 2018 end-page: 175 ident: CR8 article-title: Some aspects of picture fuzzy set publication-title: Trans A Razmadze Math Inst doi: 10.1016/j.trmi.2017.10.006 – year: 1969 ident: CR20 publication-title: Executive Decisions and Operations Research – volume: 60 start-page: 520 year: 2017 end-page: 539 ident: CR21 article-title: A shareholder voting method for proxy advisory firm selection based on 2-tuple linguistic picture preference relation publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2017.06.055 – volume: 7 start-page: 166138 year: 2019 end-page: 166147 ident: CR48 article-title: An extended bidirectional projection method for picture fuzzy MAGDM and its application to safety assessment of construction project publication-title: IEEE Access doi: 10.1109/ACCESS.2019.2953316 – volume: 11 start-page: 6 issue: 1 year: 2019 ident: CR42 article-title: Methods for MADM with picture fuzzy Muirhead mean operators and their application for evaluating the financial investment risk publication-title: Symmetry doi: 10.3390/sym11010006 – volume: 135 start-page: 1271 year: 2019 end-page: 1285 ident: CR14 article-title: Study of site selection of electric vehicle charging station based on extended GRP method under picture fuzzy environment publication-title: Comput Ind Eng doi: 10.1016/j.cie.2018.07.048 – ident: CR53 – volume: 9 start-page: 713 issue: 4 year: 2018 end-page: 719 ident: CR47 article-title: Projection models for multiple attribute decision making with picture fuzzy information publication-title: Int J Mach Learn Cybern doi: 10.1007/s13042-016-0604-1 – ident: CR30 – volume: 137 start-page: 106037 year: 2019 ident: CR37 article-title: Weighted picture fuzzy aggregation operators and their applications to multi-criteria decision-making problems publication-title: Comput Ind Eng doi: 10.1016/j.cie.2019.106037 – volume: 64 start-page: 216 year: 2018 end-page: 226 ident: CR41 article-title: Picture fuzzy normalized projection-based VIKOR method for the risk evaluation of construction project publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2017.12.014 – volume: 15 start-page: 729 year: 2014 end-page: 743 ident: CR17 article-title: Using QSPM and WASPAS methods for determining outsourcing strategies publication-title: J Bus Econ Manage doi: 10.3846/16111699.2014.908789 – volume: 51 start-page: 75 issue: 1 year: 2017 end-page: 88 ident: CR40 article-title: An approach to personnel selection in the tourism industry based on the SWARA and the WASPAS methods publication-title: Econ Comput Econ Cybern Stud Res – volume: 24 start-page: 141 issue: 2 year: 2015 end-page: 150 ident: CR55 article-title: Selecting a contractor by using a novel method for multiple attribute analysis: weighted aggregated sum product assessment with grey values (WASPAS-G) publication-title: Stud Inform Control doi: 10.24846/v24i2y201502 – volume: 27 start-page: 2857 year: 2014 end-page: 2868 ident: CR31 article-title: Correlation coefficients for picture fuzzy sets publication-title: J Intell Fuzzy Syst doi: 10.3233/IFS-141247 – volume: 85 start-page: 112 year: 2019 end-page: 121 ident: CR25 article-title: Fermatean fuzzy weighted averaging/geometric operators and its application in multi-criteria decision-making methods publication-title: Eng Appl Artif Intel doi: 10.1016/j.engappai.2019.05.012 – volume: 54 start-page: 211 year: 2020 end-page: 229 ident: CR43 article-title: Picture fuzzy multi-criteria group decision-making method to hotel building energy efficiency retrofit project selection publication-title: RAIRO-Oper Res doi: 10.1051/ro/2019004 – volume: 206 start-page: 631 year: 2019 end-page: 645 ident: CR51 article-title: Alternative selection of end-of-life vehicle management in China: a group decision-making approach based on picture hesitant fuzzy measurements publication-title: J Clean Prod doi: 10.1016/j.jclepro.2018.09.188 – volume: 21 start-page: 85 year: 2016 end-page: 92 ident: CR58 article-title: Selection of lead-zinc flotation circuitdesign by applying WASPAS method with single-valued neutrosophic set publication-title: Acta Montanist Slovaca – volume: 57 start-page: 265 year: 2017 end-page: 292 ident: CR19 article-title: A systematic review and meta-Analysis of SWARA and WASPAS methods: theory and applications with recent fuzzy developments publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2017.03.045 – ident: CR38 – volume: 46 start-page: 652 issue: 3 year: 2017 end-page: 669 ident: CR34 article-title: Picture inference system: a new fuzzy inference system on picture fuzzy set publication-title: Appl Intell doi: 10.1007/s10489-016-0856-1 – ident: CR52 – volume: 7 start-page: 177 year: 2017 end-page: 187 ident: CR23 article-title: Algorithm for picture fuzzy multiple attribute decision making based on new distance measure publication-title: Int J Uncertain Quant doi: 10.1615/Int.J.UncertaintyQuantification.2017020096 – volume: 28 start-page: 547 issue: 3 year: 2017 end-page: 564 ident: CR44 article-title: Some cosine similarity measures for picture fuzzy sets and their applications to strategic decision making publication-title: Informatica doi: 10.15388/Informatica.2017.144 – volume: 7 start-page: 15923 year: 2015 end-page: 15936 ident: CR56 article-title: Sustainable assessment of alternative sites for the construction of a waste incineration plant byapplying WASPAS method with single-Valued neutrosophic set publication-title: Sustainability doi: 10.3390/su71215792 – volume: 30 start-page: 391 issue: 2 year: 2019 end-page: 412 ident: CR26 article-title: Some new operations over Fermatean fuzzy numbers and application of Fermatean fuzzy WPM in multiple criteria decision making publication-title: Informatica doi: 10.15388/Informatica.2019.211 – volume: 13 start-page: 213 year: 2019 end-page: 229 ident: CR15 article-title: Picture fuzzy aggregation information based on Einstein operations and their application in decision making publication-title: Math Sci doi: 10.1007/s40096-019-0291-7 – volume: 37 start-page: 1649 year: 2019 end-page: 1657 ident: CR35 article-title: Methods for technical innovation efficiency evaluation of high-tech industry with picture fuzzy set publication-title: J Intell Fuzzy Syst doi: 10.3233/JIFS-179229 – volume: 137 start-page: 213 year: 2016 end-page: 229 ident: CR10 article-title: Multi-criteria evaluation of green suppliers using an extended WASPAS method with interval type-2 fuzzy sets publication-title: J Clean Prod doi: 10.1016/j.jclepro.2016.07.031 – volume: 36 start-page: 6645 issue: 11 year: 2021 end-page: 6679 ident: CR24 article-title: Hybridizations of generalized Dombi operators and Bonferroni mean operators under dual probabilistic linguistic environment for group decision-making publication-title: Int J Intell Syst doi: 10.1002/int.22563 – volume: 40 start-page: 7111 issue: 17 year: 2013 end-page: 7121 ident: CR60 article-title: Decision making on business issues with foresight perspective; an application of new hybrid MCDM model in shopping mall locating publication-title: Exp Syst Appl doi: 10.1016/j.eswa.2013.06.040 – volume: 2 start-page: 51 year: 2015 end-page: 66 ident: CR32 article-title: DPFCM: a novel distributed picture fuzzy clustering method on picture fuzzy sets publication-title: Exp Syst Appl doi: 10.1016/j.eswa.2014.07.026 – volume: 74 start-page: 99 year: 2019 end-page: 109 ident: CR12 article-title: Picture fuzzy Dombi aggregation operators: Application to MADM process publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2018.10.021 – volume: 12 start-page: 8823 year: 2021 ident: 6835_CR29 publication-title: J Ambient Intell Humaniz Comput doi: 10.1007/s12652-020-02667-8 – volume: 135 start-page: 1271 year: 2019 ident: 6835_CR14 publication-title: Comput Ind Eng doi: 10.1016/j.cie.2018.07.048 – volume: 11 start-page: 663 issue: 2 year: 2020 ident: 6835_CR27 publication-title: J Ambient Intell Humaniz Comput doi: 10.1007/s12652-019-01377-0 – volume: 11 start-page: 75 issue: 1 year: 2019 ident: 6835_CR11 publication-title: Symmetry doi: 10.3390/sym11010075 – volume: 54 start-page: 211 year: 2020 ident: 6835_CR43 publication-title: RAIRO-Oper Res doi: 10.1051/ro/2019004 – ident: 6835_CR45 doi: 10.3233/FI-2018-1628 – volume: 57 start-page: 265 year: 2017 ident: 6835_CR19 publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2017.03.045 – volume: 30 start-page: 391 issue: 2 year: 2019 ident: 6835_CR26 publication-title: Informatica doi: 10.15388/Informatica.2019.211 – volume-title: Executive Decisions and Operations Research year: 1969 ident: 6835_CR20 – volume: 5 start-page: 1985 issue: 3 year: 2020 ident: 6835_CR7 publication-title: AIMS Math doi: 10.3934/math.2020132 – ident: 6835_CR53 doi: 10.5755/j01.eee.122.6.1810 – volume: 30 start-page: 409 year: 2014 ident: 6835_CR6 publication-title: J Comput Sci Cyber – volume: 46 start-page: 652 issue: 3 year: 2017 ident: 6835_CR34 publication-title: Appl Intell doi: 10.1007/s10489-016-0856-1 – volume: 60 start-page: 520 year: 2017 ident: 6835_CR21 publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2017.06.055 – volume: 11 start-page: 6 issue: 1 year: 2019 ident: 6835_CR42 publication-title: Symmetry doi: 10.3390/sym11010006 – volume: 7 start-page: 608 year: 2019 ident: 6835_CR16 publication-title: Mathematics doi: 10.3390/math7070608 – volume: 37 start-page: 1649 year: 2019 ident: 6835_CR35 publication-title: J Intell Fuzzy Syst doi: 10.3233/JIFS-179229 – volume: 24 start-page: 141 issue: 2 year: 2015 ident: 6835_CR55 publication-title: Stud Inform Control doi: 10.24846/v24i2y201502 – year: 2021 ident: 6835_CR28 publication-title: Int J Intell Syst doi: 10.1002/int.22684 – volume: 9 start-page: 106 year: 2017 ident: 6835_CR22 publication-title: Symmetry doi: 10.3390/sym9070106 – volume: 20 start-page: 87 year: 1986 ident: 6835_CR1 publication-title: Fuzzy Sets Syst doi: 10.1016/S0165-0114(86)80034-3 – volume: 10 start-page: 873 issue: 6 year: 2015 ident: 6835_CR39 publication-title: Int J Comput Commun Control doi: 10.15837/ijccc.2015.6.2078 – volume: 85 start-page: 112 year: 2019 ident: 6835_CR25 publication-title: Eng Appl Artif Intel doi: 10.1016/j.engappai.2019.05.012 – volume: 34 start-page: 2019 year: 2019 ident: 6835_CR13 publication-title: Int J Intell Syst doi: 10.1002/int.22125 – volume: 15 start-page: 729 year: 2014 ident: 6835_CR17 publication-title: J Bus Econ Manage doi: 10.3846/16111699.2014.908789 – volume: 42 start-page: 5275 issue: 12 year: 2017 ident: 6835_CR9 publication-title: Arab J Sci Eng doi: 10.1007/s13369-017-2625-9 – volume: 24 start-page: 1013 year: 2014 ident: 6835_CR54 publication-title: Appl. soft comput. doi: 10.1016/j.asoc.2014.08.031 – ident: 6835_CR38 doi: 10.1007/978-1-4757-3157-6 – volume: 13 start-page: 213 year: 2019 ident: 6835_CR15 publication-title: Math Sci doi: 10.1007/s40096-019-0291-7 – volume: 86 start-page: 105888 year: 2020 ident: 6835_CR49 publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2019.105888 – volume: 206 start-page: 631 year: 2019 ident: 6835_CR51 publication-title: J Clean Prod doi: 10.1016/j.jclepro.2018.09.188 – volume: 137 start-page: 106037 year: 2019 ident: 6835_CR37 publication-title: Comput Ind Eng doi: 10.1016/j.cie.2019.106037 – volume: 16 start-page: 76 year: 2016 ident: 6835_CR59 publication-title: Arch Civ Mech Eng doi: 10.1016/j.acme.2015.10.002 – volume: 21 start-page: 85 year: 2016 ident: 6835_CR58 publication-title: Acta Montanist Slovaca – volume: 46 start-page: 1 issue: 1 year: 2017 ident: 6835_CR33 publication-title: Appl Intell doi: 10.1007/s10489-016-0811-1 – volume: 9 start-page: 713 issue: 4 year: 2018 ident: 6835_CR47 publication-title: Int J Mach Learn Cybern doi: 10.1007/s13042-016-0604-1 – ident: 6835_CR30 doi: 10.1007/s40314-021-01742-w – volume: 137 start-page: 213 year: 2016 ident: 6835_CR10 publication-title: J Clean Prod doi: 10.1016/j.jclepro.2016.07.031 – volume: 172 start-page: 164 issue: 2 year: 2018 ident: 6835_CR8 publication-title: Trans A Razmadze Math Inst doi: 10.1016/j.trmi.2017.10.006 – volume: 51 start-page: 75 issue: 1 year: 2017 ident: 6835_CR40 publication-title: Econ Comput Econ Cybern Stud Res – volume: 27 start-page: 2857 year: 2014 ident: 6835_CR31 publication-title: J Intell Fuzzy Syst doi: 10.3233/IFS-141247 – volume: 74 start-page: 99 year: 2019 ident: 6835_CR12 publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2018.10.021 – volume: 7 start-page: 177 year: 2017 ident: 6835_CR23 publication-title: Int J Uncertain Quant doi: 10.1615/Int.J.UncertaintyQuantification.2017020096 – volume: 64 start-page: 216 year: 2018 ident: 6835_CR41 publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2017.12.014 – volume: 35 start-page: 417 year: 2006 ident: 6835_CR50 publication-title: Int J Gen Syst doi: 10.1080/03081070600574353 – volume: 23 start-page: 421 issue: 3 year: 2017 ident: 6835_CR2 publication-title: J Civ Eng Manag doi: 10.3846/13923730.2016.1268645 – volume: 17 start-page: 79 year: 2014 ident: 6835_CR18 publication-title: J Prod Eng – volume: 7 start-page: 166138 year: 2019 ident: 6835_CR48 publication-title: IEEE Access doi: 10.1109/ACCESS.2019.2953316 – volume: 25 start-page: 1 issue: 1 year: 2014 ident: 6835_CR4 publication-title: Informatica doi: 10.15388/Informatica.2014.01 – volume: 42 start-page: 3682 issue: 7 year: 2015 ident: 6835_CR36 publication-title: Exp Syst Appl doi: 10.1016/j.eswa.2014.12.042 – volume: 7 start-page: 15923 year: 2015 ident: 6835_CR56 publication-title: Sustainability doi: 10.3390/su71215792 – volume-title: Dimensional Analysis year: 1922 ident: 6835_CR3 – volume: 36 start-page: 6645 issue: 11 year: 2021 ident: 6835_CR24 publication-title: Int J Intell Syst doi: 10.1002/int.22563 – ident: 6835_CR52 doi: 10.1016/S0019-9958(65)90241-X – volume: 44 start-page: 77 year: 2015 ident: 6835_CR57 publication-title: Inf Technol Control – volume: 40 start-page: 7111 issue: 17 year: 2013 ident: 6835_CR60 publication-title: Exp Syst Appl doi: 10.1016/j.eswa.2013.06.040 – ident: 6835_CR5 – ident: 6835_CR46 doi: 10.15388/Informatica.2018.160 – volume: 2 start-page: 51 year: 2015 ident: 6835_CR32 publication-title: Exp Syst Appl doi: 10.1016/j.eswa.2014.07.026 – volume: 28 start-page: 547 issue: 3 year: 2017 ident: 6835_CR44 publication-title: Informatica doi: 10.15388/Informatica.2017.144 |
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| SubjectTerms | Artificial Intelligence Computational Intelligence Control Engineering Mathematical Logic and Foundations Mechatronics Robotics Soft Computing in Decision Making and in Modeling in Economics |
| Title | Picture fuzzy WASPAS technique and its application in multi-criteria decision-making |
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