A multi-objective q-rung orthopair fuzzy programming approach to heterogeneous group decision making
In allusion to heterogeneous multi-criteria group decision making (MCGDM) problems with incomplete weights and q-rung orthopair fuzzy (q-ROF) truth degrees, where many kinds of criteria values, i.e., crisp values, intervals, trapezoidal fuzzy values, hesitant fuzzy values and q-ROF values (q-ROFVs),...
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| Published in | Information sciences Vol. 645; p. 119343 |
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| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier Inc
01.10.2023
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0020-0255 1872-6291 |
| DOI | 10.1016/j.ins.2023.119343 |
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| Abstract | In allusion to heterogeneous multi-criteria group decision making (MCGDM) problems with incomplete weights and q-rung orthopair fuzzy (q-ROF) truth degrees, where many kinds of criteria values, i.e., crisp values, intervals, trapezoidal fuzzy values, hesitant fuzzy values and q-ROF values (q-ROFVs), and multiple types of interactions exist, i.e., positive synergetic interactions, negative synergetic interactions and independence, a novel multi-objective q-ROF programming approach is proposed. In particular, in order to globally capture the interactions among criteria, Choquet-based relative closeness degrees are developed based on the technique for order performance by similarity to ideal solution (TOPSIS) and the Choquet integral. Then, the q-ROF Choquet-based group consistency index (q-ROFCGCI) and the q-ROF Choquet-based group inconsistency index (q-ROFCGII) are defined. Next, to derive optimal 2-additive fuzzy measures on the criteria set and optimal experts' weights, a new multi-objective q-ROF mathematical programming model is established by minimizing the q-ROFCGII and maximizing the q-ROFCGCI. Subsequently, an algorithm based on the adaptive non-dominated sorting genetic algorithm III (A-NSGA-III) is designed to solve the established model. Afterwards, the Choquet-based overall relative closeness degrees of the alternatives are used to obtain their preferred ordering. Finally, the effectiveness and advantage of the proposed approach is verified using four real cases concerning the evaluation of social commerce.
•Develop the Choquet-based relative closeness degree.•Construct the q-rung orthopair fuzzy group consistency and inconsistency indices.•Propose a novel multi-objective q-rung orthopair fuzzy programming approach.•Design an algorithm to solve the multi-objective fuzzy programming model.•Apply the proposed approach to solve the evaluation of social commerce. |
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| AbstractList | In allusion to heterogeneous multi-criteria group decision making (MCGDM) problems with incomplete weights and q-rung orthopair fuzzy (q-ROF) truth degrees, where many kinds of criteria values, i.e., crisp values, intervals, trapezoidal fuzzy values, hesitant fuzzy values and q-ROF values (q-ROFVs), and multiple types of interactions exist, i.e., positive synergetic interactions, negative synergetic interactions and independence, a novel multi-objective q-ROF programming approach is proposed. In particular, in order to globally capture the interactions among criteria, Choquet-based relative closeness degrees are developed based on the technique for order performance by similarity to ideal solution (TOPSIS) and the Choquet integral. Then, the q-ROF Choquet-based group consistency index (q-ROFCGCI) and the q-ROF Choquet-based group inconsistency index (q-ROFCGII) are defined. Next, to derive optimal 2-additive fuzzy measures on the criteria set and optimal experts' weights, a new multi-objective q-ROF mathematical programming model is established by minimizing the q-ROFCGII and maximizing the q-ROFCGCI. Subsequently, an algorithm based on the adaptive non-dominated sorting genetic algorithm III (A-NSGA-III) is designed to solve the established model. Afterwards, the Choquet-based overall relative closeness degrees of the alternatives are used to obtain their preferred ordering. Finally, the effectiveness and advantage of the proposed approach is verified using four real cases concerning the evaluation of social commerce.
•Develop the Choquet-based relative closeness degree.•Construct the q-rung orthopair fuzzy group consistency and inconsistency indices.•Propose a novel multi-objective q-rung orthopair fuzzy programming approach.•Design an algorithm to solve the multi-objective fuzzy programming model.•Apply the proposed approach to solve the evaluation of social commerce. |
| ArticleNumber | 119343 |
| Author | Gu, Xiaowei Chiclana, Francisco Tang, Guolin Liu, Peide Yin, Kedong |
| Author_xml | – sequence: 1 givenname: Guolin orcidid: 0000-0002-9630-6981 surname: Tang fullname: Tang, Guolin email: guolin_tang@163.com organization: School of Management Science and Engineering, Shandong University of Finance and Economics, Jinan, Shandong, China – sequence: 2 givenname: Xiaowei surname: Gu fullname: Gu, Xiaowei email: X.Gu@kent.ac.uk organization: School of Computing, University of Kent, Canterbury, UK – sequence: 3 givenname: Francisco orcidid: 0000-0002-3952-4210 surname: Chiclana fullname: Chiclana, Francisco email: chiclana@dmu.ac.uk organization: Institute of Artificial Intelligence, School of Computer Science and Informatics, De Montfort University, Leicester, UK – sequence: 4 givenname: Peide surname: Liu fullname: Liu, Peide email: peide.liu@gmail.com organization: School of Management Science and Engineering, Shandong University of Finance and Economics, Jinan, Shandong, China – sequence: 5 givenname: Kedong surname: Yin fullname: Yin, Kedong email: yinkedongsdufe@126.com organization: School of Management Science and Engineering, Shandong University of Finance and Economics, Jinan, Shandong, China |
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| Cites_doi | 10.1016/0165-0114(94)90084-1 10.1016/j.ins.2015.07.014 10.1016/j.knosys.2019.105438 10.1109/TCYB.2013.2282037 10.1016/S0020-0255(97)10044-5 10.1016/j.knosys.2017.10.002 10.1016/0377-2217(95)00176-X 10.1016/j.cie.2018.07.005 10.1007/BF02291658 10.1016/S0165-0114(98)00244-9 10.1016/j.ijar.2010.09.002 10.1109/TEVC.2013.2281534 10.1016/j.omega.2012.12.002 10.1002/int.22136 10.1002/int.22194 10.1137/S1052623496307510 10.1108/IJICC-06-2021-0128 10.1016/j.ins.2019.10.044 10.1109/TFUZZ.2013.2253107 10.1016/j.jretconser.2018.11.008 10.1016/j.eswa.2022.117034 10.1007/s40747-020-00261-1 10.1109/TCYB.2019.2913639 10.1007/s10660-012-9098-4 10.1002/int.21814 10.1016/j.ress.2005.11.018 10.1108/IJICC-09-2020-0120 10.1016/j.eswa.2013.10.036 10.1016/j.inffus.2015.01.006 10.1016/j.im.2018.09.003 10.1109/ACCESS.2019.2957161 10.1007/s10115-020-01491-y 10.1016/j.ins.2011.01.028 10.1016/j.inffus.2010.12.001 10.1109/TFUZZ.2016.2646749 10.1016/j.inffus.2014.10.006 10.1109/TFUZZ.2016.2604005 10.1016/j.omega.2005.12.003 10.1016/j.asoc.2013.06.019 10.1016/S0165-0114(97)00168-1 10.1109/TSMC.2020.3043016 10.1109/TEVC.2015.2420112 10.1016/j.inffus.2015.12.001 10.2307/1914185 10.1016/j.ins.2021.10.044 10.1007/s40314-019-0871-z 10.1016/S0166-218X(00)00264-X 10.1016/j.cie.2020.106285 10.1109/TFUZZ.2018.2826452 10.1016/j.asoc.2020.106212 10.1108/IJICC-09-2020-0108 10.1108/IJICC-06-2020-0067 |
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| Keywords | 2-additive fuzzy measure q-Rung orthopair fuzzy values Heterogeneous information Evolutionary computation Multi-criteria group decision making |
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| References | Chen, Tan (br0010) 1994; 67 Yong (br0580) 2012; 10 Tang, Chiclana, Lin, Liu (br0380) 2020; 193 Meng, Chonghui, Chenhong, Yujing (br0320) 2022; 15 Xia, Xu (br0530) 2011; 52 Delgado, Herrera, Herrera-Viedma, Martinez (br0080) 1998; 107 Hu, Dai, Salam (br0140) 2019; 56 Scarle, Arnab, Dunwell, Petridis, Protopsaltis, de Freitas (br0350) 2012; 12 Wan, Li (br0450) 2013; 22 Yager (br0570) 2016; 25 Lin, Li, Chen (br0250) 2020; 35 Szmidt, Kacprzyk (br0370) 2000; 114 Torra (br0420) 2010; 25 Huang, Lin, Xu (br0150) 2020; 62 Lin, Chen, Chen (br0230) 2021; 14 Grabisch (br0100) 1996; 89 Liu, Chen, Tang (br0280) 2021; 51 Wan, Li (br0460) 2013; 41 Li, Wan (br0200) 2014; 41 Liang, Zhang, Cao (br0210) 2019; 34 Lin, Huang, Chen, Fujita, Wang (br0240) 2021; 7 Xia, Xu (br0540) 2012; 13 Liu, Hu (br0270) 2015; 2015 Wang, Triantaphyllou (br0510) 2008; 36 Xu, Xia (br0560) 2011; 181 Wan, Zou, Dong (br0500) 2020; 141 Zhang, Zhu, Liu, Chen (br0600) 2016; 31 Qiyas, Abdullah, Naeem (br0340) 2021; 14 Wu, Chiclana, Liao (br0520) 2018; 26 Jain, Deb (br0160) 2013; 18 Yuan, Xu, Wang, Yao (br0590) 2015; 20 Liu, Zhang (br0260) 2013; 44 He, He, Chen (br0120) 2014; 45 Doha, Elnahla, McShane (br0090) 2019; 47 Deb (br0050) 2001 Grabisch (br0110) 1997; 92 Deb, Goyal (br0070) 1996; 26 Liu, Wang (br0300) 2018; 27 Wan, Qin, Dong (br0490) 2017; 138 Das, Dennis (br0040) 1998; 8 Li, Wan (br0190) 2013; 13 Deb, Agrawal (br0060) 1995; 9 Tang, Long, Gu, Chiclana, Liu, Wang (br0400) 2022; 584 Xu, Xie, Yue, Wang (br0550) 2021; 14 Tversky, Kahneman (br0430) 1979; 47 Wan, Dong (br0440) 2015; 26 Wan, Li, Dong (br0480) 2018; 123 Chen (br0020) 2019; 7 Liu, Chen, Wang (br0290) 2020; 50 Zhang, Xu, Wang (br0610) 2015; 25 Srinivasan, Shocker (br0360) 1973; 38 Tang, Yang, Gu, Chiclana, Liu, Wang (br0410) 2022; 200 Wan, Li (br0470) 2015; 325 Marichal (br0310) 2000; 107 Peng, Yang (br0330) 2016; 31 Konak, Coit, Smith (br0180) 2006; 91 Herrera-Viedma, Palomares, Li, Cabrerizo, Dong, Chiclana, Herrera (br0130) 2021; 51 Khan (br0170) 2019; 38 Liang, Qin, Martínez, Liu (br0220) 2020; 512 Tang, Chiclana, Liu (br0390) 2020; 91 Chen, Liu, Sun (br0030) 2008 Deb (10.1016/j.ins.2023.119343_br0060) 1995; 9 Das (10.1016/j.ins.2023.119343_br0040) 1998; 8 Liu (10.1016/j.ins.2023.119343_br0300) 2018; 27 Wu (10.1016/j.ins.2023.119343_br0520) 2018; 26 Wan (10.1016/j.ins.2023.119343_br0440) 2015; 26 Lin (10.1016/j.ins.2023.119343_br0230) 2021; 14 Liu (10.1016/j.ins.2023.119343_br0260) 2013; 44 Xu (10.1016/j.ins.2023.119343_br0560) 2011; 181 Peng (10.1016/j.ins.2023.119343_br0330) 2016; 31 Wan (10.1016/j.ins.2023.119343_br0470) 2015; 325 Xia (10.1016/j.ins.2023.119343_br0530) 2011; 52 Chen (10.1016/j.ins.2023.119343_br0020) 2019; 7 Scarle (10.1016/j.ins.2023.119343_br0350) 2012; 12 Tversky (10.1016/j.ins.2023.119343_br0430) 1979; 47 Marichal (10.1016/j.ins.2023.119343_br0310) 2000; 107 Wang (10.1016/j.ins.2023.119343_br0510) 2008; 36 Liu (10.1016/j.ins.2023.119343_br0280) 2021; 51 Wan (10.1016/j.ins.2023.119343_br0490) 2017; 138 Torra (10.1016/j.ins.2023.119343_br0420) 2010; 25 Zhang (10.1016/j.ins.2023.119343_br0610) 2015; 25 Huang (10.1016/j.ins.2023.119343_br0150) 2020; 62 Tang (10.1016/j.ins.2023.119343_br0400) 2022; 584 Grabisch (10.1016/j.ins.2023.119343_br0100) 1996; 89 Xu (10.1016/j.ins.2023.119343_br0550) 2021; 14 Hu (10.1016/j.ins.2023.119343_br0140) 2019; 56 Herrera-Viedma (10.1016/j.ins.2023.119343_br0130) 2021; 51 Khan (10.1016/j.ins.2023.119343_br0170) 2019; 38 Zhang (10.1016/j.ins.2023.119343_br0600) 2016; 31 Chen (10.1016/j.ins.2023.119343_br0010) 1994; 67 Liu (10.1016/j.ins.2023.119343_br0290) 2020; 50 Lin (10.1016/j.ins.2023.119343_br0240) 2021; 7 Wan (10.1016/j.ins.2023.119343_br0480) 2018; 123 Deb (10.1016/j.ins.2023.119343_br0050) 2001 Liu (10.1016/j.ins.2023.119343_br0270) 2015; 2015 Jain (10.1016/j.ins.2023.119343_br0160) 2013; 18 Wan (10.1016/j.ins.2023.119343_br0450) 2013; 22 Yager (10.1016/j.ins.2023.119343_br0570) 2016; 25 Chen (10.1016/j.ins.2023.119343_br0030) 2008 Delgado (10.1016/j.ins.2023.119343_br0080) 1998; 107 Li (10.1016/j.ins.2023.119343_br0190) 2013; 13 Liang (10.1016/j.ins.2023.119343_br0220) 2020; 512 Wan (10.1016/j.ins.2023.119343_br0500) 2020; 141 He (10.1016/j.ins.2023.119343_br0120) 2014; 45 Yong (10.1016/j.ins.2023.119343_br0580) 2012; 10 Srinivasan (10.1016/j.ins.2023.119343_br0360) 1973; 38 Doha (10.1016/j.ins.2023.119343_br0090) 2019; 47 Tang (10.1016/j.ins.2023.119343_br0410) 2022; 200 Wan (10.1016/j.ins.2023.119343_br0460) 2013; 41 Yuan (10.1016/j.ins.2023.119343_br0590) 2015; 20 Szmidt (10.1016/j.ins.2023.119343_br0370) 2000; 114 Liang (10.1016/j.ins.2023.119343_br0210) 2019; 34 Deb (10.1016/j.ins.2023.119343_br0070) 1996; 26 Li (10.1016/j.ins.2023.119343_br0200) 2014; 41 Xia (10.1016/j.ins.2023.119343_br0540) 2012; 13 Tang (10.1016/j.ins.2023.119343_br0380) 2020; 193 Grabisch (10.1016/j.ins.2023.119343_br0110) 1997; 92 Lin (10.1016/j.ins.2023.119343_br0250) 2020; 35 Qiyas (10.1016/j.ins.2023.119343_br0340) 2021; 14 Tang (10.1016/j.ins.2023.119343_br0390) 2020; 91 Meng (10.1016/j.ins.2023.119343_br0320) 2022; 15 Konak (10.1016/j.ins.2023.119343_br0180) 2006; 91 |
| References_xml | – volume: 8 start-page: 631 year: 1998 end-page: 657 ident: br0040 article-title: Normal-boundary intersection: a new method for generating the Pareto surface in nonlinear multicriteria optimization problems publication-title: SIAM J. Optim. – volume: 193 start-page: 1 year: 2020 end-page: 18 ident: br0380 article-title: Interval type-2 fuzzy multi-attribute decision-making approaches for evaluating the service quality of Chinese commercial banks publication-title: Knowl.-Based Syst. – volume: 45 start-page: 116 year: 2014 end-page: 128 ident: br0120 article-title: Intuitionistic fuzzy interaction Bonferroni means and its application to multiple attribute decision making publication-title: IEEE Trans. Cybern. – volume: 44 start-page: 1283 year: 2013 end-page: 1294 ident: br0260 article-title: TOPSIS-based consensus model for group decision-making with incomplete interval fuzzy preference relations publication-title: IEEE Trans. Cybern. – volume: 123 start-page: 348 year: 2018 end-page: 363 ident: br0480 article-title: A three-phase method for Pythagorean fuzzy multi-attribute group decision making and application to haze management publication-title: Comput. Ind. Eng. – volume: 41 start-page: 3047 year: 2014 end-page: 3059 ident: br0200 article-title: Fuzzy heterogeneous multiattribute decision making method for outsourcing provider selection publication-title: Expert Syst. Appl. – volume: 325 start-page: 484 year: 2015 end-page: 503 ident: br0470 article-title: Fuzzy mathematical programming approach to heterogeneous multiattribute decision-making with interval-valued intuitionistic fuzzy truth degrees publication-title: Inf. Sci. – volume: 9 start-page: 115 year: 1995 end-page: 148 ident: br0060 article-title: Simulated binary crossover for continuous search space publication-title: Complex Syst. – volume: 92 start-page: 167 year: 1997 end-page: 189 ident: br0110 article-title: K-order additive discrete fuzzy measures and their representation publication-title: Fuzzy Sets Syst. – volume: 26 start-page: 30 year: 1996 end-page: 45 ident: br0070 article-title: A combined genetic adaptive search (GeneAS) for engineering design publication-title: Comput. Sci. inform. – volume: 38 start-page: 128 year: 2019 ident: br0170 article-title: The Pythagorean fuzzy Einstein Choquet integral operators and their application in group decision making publication-title: Comput. Appl. Math. – volume: 91 start-page: 992 year: 2006 end-page: 1007 ident: br0180 article-title: Multi-objective optimization using genetic algorithms: a tutorial publication-title: Reliab. Eng. Syst. Saf. – volume: 91 start-page: 1 year: 2020 end-page: 15 ident: br0390 article-title: A decision-theoretic rough set model with q-rung orthopair fuzzy information and its application in stock investment evaluation publication-title: Appl. Soft Comput. – volume: 18 start-page: 602 year: 2013 end-page: 622 ident: br0160 article-title: An evolutionary many-objective optimization algorithm using reference-point based nondominated sorting approach, part II: handling constraints and extending to an adaptive approach publication-title: IEEE Trans. Evol. Comput. – volume: 26 start-page: 49 year: 2015 end-page: 65 ident: br0440 article-title: Interval-valued intuitionistic fuzzy mathematical programming method for hybrid multi-criteria group decision making with interval-valued intuitionistic fuzzy truth degrees publication-title: Inf. Fusion – volume: 56 start-page: 249 year: 2019 end-page: 270 ident: br0140 article-title: Integrative qualities and dimensions of social commerce: toward a unified view publication-title: Inf. Manag. – volume: 26 start-page: 193 year: 2018 end-page: 202 ident: br0520 article-title: Isomorphic multiplicative transitivity for intuitionistic and interval-valued fuzzy preference relations and its application in deriving their priority vectors publication-title: IEEE Trans. Fuzzy Syst. – volume: 34 start-page: 3275 year: 2019 end-page: 3301 ident: br0210 article-title: q-Rung orthopair fuzzy Choquet integral aggregation and its application in heterogeneous multicriteria two-sided matching decision making publication-title: Int. J. Intell. Syst. – volume: 31 start-page: 1 year: 2016 end-page: 13 ident: br0600 article-title: Regret theory-based group decision-making with multidimensional preference and incomplete weight information publication-title: Inf. Fusion – volume: 25 start-page: 1222 year: 2016 end-page: 1230 ident: br0570 article-title: Generalized orthopair fuzzy sets publication-title: IEEE Trans. Fuzzy Syst. – volume: 47 start-page: 307 year: 2019 end-page: 321 ident: br0090 article-title: Social commerce as social networking publication-title: J. Retail. Consum. Serv. – volume: 38 start-page: 337 year: 1973 end-page: 369 ident: br0360 article-title: Linear programming techniques for multidimensional analysis of preferences publication-title: Psychometrika – volume: 20 start-page: 16 year: 2015 end-page: 37 ident: br0590 article-title: A new dominance relation-based evolutionary algorithm for many-objective optimization publication-title: IEEE Trans. Evol. Comput. – volume: 584 start-page: 184 year: 2022 end-page: 211 ident: br0400 article-title: Interval type-2 fuzzy programming method for risky multicriteria decision-making with heterogeneous relationship publication-title: Inf. Sci. – volume: 67 start-page: 163 year: 1994 end-page: 172 ident: br0010 article-title: Handling multicriteria fuzzy decision-making problems based on vague set theory publication-title: Fuzzy Sets Syst. – volume: 512 start-page: 1481 year: 2020 end-page: 1502 ident: br0220 article-title: A heterogeneous QUALIFLEX method with criteria interaction for multi-criteria group decision making publication-title: Inf. Sci. – volume: 114 start-page: 505 year: 2000 end-page: 518 ident: br0370 article-title: Distances between intuitionistic fuzzy sets publication-title: Fuzzy Sets Syst. – volume: 89 start-page: 445 year: 1996 end-page: 456 ident: br0100 article-title: The application of fuzzy integrals in multicriteria decision making publication-title: Eur. J. Oper. Res. – volume: 7 start-page: 174108 year: 2019 end-page: 174128 ident: br0020 article-title: Multiple criteria group decision making using a parametric linear programming technique for multidimensional analysis of preference under uncertainty of Pythagorean fuzziness publication-title: IEEE Access – volume: 52 start-page: 395 year: 2011 end-page: 407 ident: br0530 article-title: Hesitant fuzzy information aggregation in decision making publication-title: Int. J. Approx. Reason. – volume: 22 start-page: 300 year: 2013 end-page: 312 ident: br0450 article-title: Atanassov's intuitionistic fuzzy programming method for heterogeneous multiattribute group decision making with Atanassov's intuitionistic fuzzy truth degrees publication-title: IEEE Trans. Fuzzy Syst. – volume: 35 start-page: 217 year: 2020 end-page: 249 ident: br0250 article-title: Linguistic q-rung orthopair fuzzy sets and their interactional partitioned Heronian mean aggregation operators publication-title: Int. J. Intell. Syst. – volume: 107 start-page: 139 year: 2000 end-page: 164 ident: br0310 article-title: The influence of variables on pseudo-Boolean functions with applications to game theory and multicriteria decision making publication-title: Discrete Appl. Math. – volume: 27 start-page: 834 year: 2018 end-page: 848 ident: br0300 article-title: Multiple-attribute decision-making based on Archimedean Bonferroni operators of q-rung orthopair fuzzy numbers publication-title: IEEE Trans. Fuzzy Syst. – volume: 15 start-page: 124 year: 2022 end-page: 143 ident: br0320 article-title: Knowledge diffusion trajectories in the Pythagorean fuzzy field based on main path analysis publication-title: Int. J. Intell. Comput. Cybern. – volume: 14 start-page: 550 year: 2021 end-page: 579 ident: br0340 article-title: Spherical uncertain linguistic Hamacher aggregation operators and their application on achieving consistent opinion fusion in group decision making publication-title: Int. J. Intell. Comput. Cybern. – volume: 25 start-page: 529 year: 2010 end-page: 539 ident: br0420 article-title: Hesitant fuzzy sets publication-title: Int. J. Intell. Syst. – volume: 181 start-page: 2128 year: 2011 end-page: 2138 ident: br0560 article-title: Distance and similarity measures for hesitant fuzzy sets publication-title: Inf. Sci. – volume: 41 start-page: 925 year: 2013 end-page: 940 ident: br0460 article-title: Fuzzy LINMAP approach to heterogeneous MADM considering comparisons of alternatives with hesitation degrees publication-title: Omega – volume: 10 start-page: 149 year: 2012 end-page: 151 ident: br0580 article-title: Improved credit evaluation system of Taobao online merchant based on AHP publication-title: China Bus. Trade – volume: 13 start-page: 31 year: 2012 end-page: 47 ident: br0540 article-title: Entropy/cross entropy-based group decision making under intuitionistic fuzzy environment publication-title: Inf. Fusion – volume: 51 start-page: 1860 year: 2021 end-page: 1874 ident: br0280 article-title: Multicriteria decision making with incomplete weights based on 2-D uncertain linguistic Choquet integral operators publication-title: IEEE Trans. Cybern. – start-page: 273 year: 2008 end-page: 278 ident: br0030 article-title: AHP-based multi-dimension credit evaluation model for e-commerce publication-title: 2008 IEEE International Conference on e-Business Engineering – volume: 200 year: 2022 ident: br0410 article-title: A new integrated multi-attribute decision-making approach for mobile medical app evaluation under q-rung orthopair fuzzy environment publication-title: Expert Syst. Appl. – volume: 14 start-page: 122 year: 2021 end-page: 144 ident: br0550 article-title: Probabilistic uncertain linguistic TODIM method based on the generalized Choquet integral and its application publication-title: Int. J. Intell. Comput. Cybern. – volume: 138 start-page: 232 year: 2017 end-page: 248 ident: br0490 article-title: A hesitant fuzzy mathematical programming method for hybrid multi-criteria group decision making with hesitant fuzzy truth degrees publication-title: Knowl.-Based Syst. – volume: 51 start-page: 191 year: 2021 end-page: 208 ident: br0130 article-title: Revisiting fuzzy and linguistic decision making: scenarios and challenges for making wiser decisions in a better way publication-title: IEEE Trans. Syst. Man Cybern. Syst. – year: 2001 ident: br0050 article-title: Multi-Objective Optimization Using Evolutionary Algorithms, vol. 16 – volume: 14 start-page: 104 year: 2021 end-page: 121 ident: br0230 article-title: Bibliometric analysis on Pythagorean fuzzy sets during 2013–2020 publication-title: Int. J. Intell. Comput. Cybern. – volume: 36 start-page: 45 year: 2008 end-page: 63 ident: br0510 article-title: Ranking irregularities when evaluating alternatives by using some ELECTRE methods publication-title: Omega – volume: 107 start-page: 177 year: 1998 end-page: 194 ident: br0080 article-title: Combining numerical and linguistic information in group decision making publication-title: Inf. Sci. – volume: 31 start-page: 989 year: 2016 end-page: 1020 ident: br0330 article-title: Pythagorean fuzzy Choquet integral based MABAC method for multiple attribute group decision making publication-title: Int. J. Intell. Syst. – volume: 13 start-page: 4333 year: 2013 end-page: 4348 ident: br0190 article-title: Fuzzy linear programming approach to multiattribute decision making with multiple types of attribute values and incomplete weight information publication-title: Appl. Soft Comput. – volume: 50 start-page: 3741 year: 2020 end-page: 3756 ident: br0290 article-title: Multiple-attribute group decision-making based on q-rung orthopair fuzzy power Maclaurin symmetric mean operators publication-title: IEEE Trans. Syst. Man Cybern. Syst. – volume: 25 start-page: 49 year: 2015 end-page: 62 ident: br0610 article-title: Heterogeneous multiple criteria group decision making with incomplete weight information: a deviation modeling approach publication-title: Inf. Fusion – volume: 141 start-page: 1 year: 2020 end-page: 14 ident: br0500 article-title: Prospect theory based method for heterogeneous group decision making with hybrid truth degrees of alternative comparisons publication-title: Comput. Ind. Eng. – volume: 7 start-page: 1025 year: 2021 end-page: 1043 ident: br0240 article-title: Directional correlation coefficient measures for Pythagorean fuzzy sets: their applications to medical diagnosis and cluster analysis publication-title: Complex Intell. Syst. – volume: 12 start-page: 379 year: 2012 end-page: 407 ident: br0350 article-title: E-commerce transactions in a virtual environment: virtual transactions publication-title: Electron. Commer. Res. – volume: 2015 start-page: 1 year: 2015 end-page: 8 ident: br0270 article-title: An evaluating method with combined assigning-weight based on maximizing variance publication-title: Sci. Program. – volume: 47 start-page: 263 year: 1979 end-page: 291 ident: br0430 article-title: Prospect theory: an analysis of decision under risk publication-title: Econometrica – volume: 62 start-page: 4373 year: 2020 end-page: 4406 ident: br0150 article-title: Pythagorean fuzzy MULTIMOORA method based on distance measure and score function: its application in multicriteria decision making process publication-title: Knowl. Inf. Syst. – volume: 67 start-page: 163 year: 1994 ident: 10.1016/j.ins.2023.119343_br0010 article-title: Handling multicriteria fuzzy decision-making problems based on vague set theory publication-title: Fuzzy Sets Syst. doi: 10.1016/0165-0114(94)90084-1 – volume: 325 start-page: 484 year: 2015 ident: 10.1016/j.ins.2023.119343_br0470 article-title: Fuzzy mathematical programming approach to heterogeneous multiattribute decision-making with interval-valued intuitionistic fuzzy truth degrees publication-title: Inf. Sci. doi: 10.1016/j.ins.2015.07.014 – volume: 193 start-page: 1 year: 2020 ident: 10.1016/j.ins.2023.119343_br0380 article-title: Interval type-2 fuzzy multi-attribute decision-making approaches for evaluating the service quality of Chinese commercial banks publication-title: Knowl.-Based Syst. doi: 10.1016/j.knosys.2019.105438 – volume: 44 start-page: 1283 year: 2013 ident: 10.1016/j.ins.2023.119343_br0260 article-title: TOPSIS-based consensus model for group decision-making with incomplete interval fuzzy preference relations publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2013.2282037 – volume: 107 start-page: 177 year: 1998 ident: 10.1016/j.ins.2023.119343_br0080 article-title: Combining numerical and linguistic information in group decision making publication-title: Inf. Sci. doi: 10.1016/S0020-0255(97)10044-5 – volume: 138 start-page: 232 year: 2017 ident: 10.1016/j.ins.2023.119343_br0490 article-title: A hesitant fuzzy mathematical programming method for hybrid multi-criteria group decision making with hesitant fuzzy truth degrees publication-title: Knowl.-Based Syst. doi: 10.1016/j.knosys.2017.10.002 – volume: 89 start-page: 445 year: 1996 ident: 10.1016/j.ins.2023.119343_br0100 article-title: The application of fuzzy integrals in multicriteria decision making publication-title: Eur. J. Oper. Res. doi: 10.1016/0377-2217(95)00176-X – volume: 123 start-page: 348 year: 2018 ident: 10.1016/j.ins.2023.119343_br0480 article-title: A three-phase method for Pythagorean fuzzy multi-attribute group decision making and application to haze management publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2018.07.005 – volume: 26 start-page: 30 year: 1996 ident: 10.1016/j.ins.2023.119343_br0070 article-title: A combined genetic adaptive search (GeneAS) for engineering design publication-title: Comput. Sci. inform. – volume: 38 start-page: 337 year: 1973 ident: 10.1016/j.ins.2023.119343_br0360 article-title: Linear programming techniques for multidimensional analysis of preferences publication-title: Psychometrika doi: 10.1007/BF02291658 – volume: 114 start-page: 505 year: 2000 ident: 10.1016/j.ins.2023.119343_br0370 article-title: Distances between intuitionistic fuzzy sets publication-title: Fuzzy Sets Syst. doi: 10.1016/S0165-0114(98)00244-9 – volume: 45 start-page: 116 year: 2014 ident: 10.1016/j.ins.2023.119343_br0120 article-title: Intuitionistic fuzzy interaction Bonferroni means and its application to multiple attribute decision making publication-title: IEEE Trans. Cybern. – volume: 52 start-page: 395 year: 2011 ident: 10.1016/j.ins.2023.119343_br0530 article-title: Hesitant fuzzy information aggregation in decision making publication-title: Int. J. Approx. Reason. doi: 10.1016/j.ijar.2010.09.002 – volume: 18 start-page: 602 year: 2013 ident: 10.1016/j.ins.2023.119343_br0160 article-title: An evolutionary many-objective optimization algorithm using reference-point based nondominated sorting approach, part II: handling constraints and extending to an adaptive approach publication-title: IEEE Trans. Evol. Comput. doi: 10.1109/TEVC.2013.2281534 – volume: 41 start-page: 925 year: 2013 ident: 10.1016/j.ins.2023.119343_br0460 article-title: Fuzzy LINMAP approach to heterogeneous MADM considering comparisons of alternatives with hesitation degrees publication-title: Omega doi: 10.1016/j.omega.2012.12.002 – volume: 35 start-page: 217 year: 2020 ident: 10.1016/j.ins.2023.119343_br0250 article-title: Linguistic q-rung orthopair fuzzy sets and their interactional partitioned Heronian mean aggregation operators publication-title: Int. J. Intell. Syst. doi: 10.1002/int.22136 – volume: 50 start-page: 3741 year: 2020 ident: 10.1016/j.ins.2023.119343_br0290 article-title: Multiple-attribute group decision-making based on q-rung orthopair fuzzy power Maclaurin symmetric mean operators publication-title: IEEE Trans. Syst. Man Cybern. Syst. – volume: 34 start-page: 3275 year: 2019 ident: 10.1016/j.ins.2023.119343_br0210 article-title: q-Rung orthopair fuzzy Choquet integral aggregation and its application in heterogeneous multicriteria two-sided matching decision making publication-title: Int. J. Intell. Syst. doi: 10.1002/int.22194 – volume: 8 start-page: 631 year: 1998 ident: 10.1016/j.ins.2023.119343_br0040 article-title: Normal-boundary intersection: a new method for generating the Pareto surface in nonlinear multicriteria optimization problems publication-title: SIAM J. Optim. doi: 10.1137/S1052623496307510 – volume: 15 start-page: 124 year: 2022 ident: 10.1016/j.ins.2023.119343_br0320 article-title: Knowledge diffusion trajectories in the Pythagorean fuzzy field based on main path analysis publication-title: Int. J. Intell. Comput. Cybern. doi: 10.1108/IJICC-06-2021-0128 – volume: 512 start-page: 1481 year: 2020 ident: 10.1016/j.ins.2023.119343_br0220 article-title: A heterogeneous QUALIFLEX method with criteria interaction for multi-criteria group decision making publication-title: Inf. Sci. doi: 10.1016/j.ins.2019.10.044 – volume: 22 start-page: 300 year: 2013 ident: 10.1016/j.ins.2023.119343_br0450 article-title: Atanassov's intuitionistic fuzzy programming method for heterogeneous multiattribute group decision making with Atanassov's intuitionistic fuzzy truth degrees publication-title: IEEE Trans. Fuzzy Syst. doi: 10.1109/TFUZZ.2013.2253107 – volume: 47 start-page: 307 year: 2019 ident: 10.1016/j.ins.2023.119343_br0090 article-title: Social commerce as social networking publication-title: J. Retail. Consum. Serv. doi: 10.1016/j.jretconser.2018.11.008 – volume: 200 year: 2022 ident: 10.1016/j.ins.2023.119343_br0410 article-title: A new integrated multi-attribute decision-making approach for mobile medical app evaluation under q-rung orthopair fuzzy environment publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2022.117034 – volume: 7 start-page: 1025 year: 2021 ident: 10.1016/j.ins.2023.119343_br0240 article-title: Directional correlation coefficient measures for Pythagorean fuzzy sets: their applications to medical diagnosis and cluster analysis publication-title: Complex Intell. Syst. doi: 10.1007/s40747-020-00261-1 – volume: 51 start-page: 1860 year: 2021 ident: 10.1016/j.ins.2023.119343_br0280 article-title: Multicriteria decision making with incomplete weights based on 2-D uncertain linguistic Choquet integral operators publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2019.2913639 – volume: 12 start-page: 379 year: 2012 ident: 10.1016/j.ins.2023.119343_br0350 article-title: E-commerce transactions in a virtual environment: virtual transactions publication-title: Electron. Commer. Res. doi: 10.1007/s10660-012-9098-4 – volume: 31 start-page: 989 year: 2016 ident: 10.1016/j.ins.2023.119343_br0330 article-title: Pythagorean fuzzy Choquet integral based MABAC method for multiple attribute group decision making publication-title: Int. J. Intell. Syst. doi: 10.1002/int.21814 – volume: 91 start-page: 992 year: 2006 ident: 10.1016/j.ins.2023.119343_br0180 article-title: Multi-objective optimization using genetic algorithms: a tutorial publication-title: Reliab. Eng. Syst. Saf. doi: 10.1016/j.ress.2005.11.018 – volume: 14 start-page: 550 year: 2021 ident: 10.1016/j.ins.2023.119343_br0340 article-title: Spherical uncertain linguistic Hamacher aggregation operators and their application on achieving consistent opinion fusion in group decision making publication-title: Int. J. Intell. Comput. Cybern. doi: 10.1108/IJICC-09-2020-0120 – volume: 41 start-page: 3047 year: 2014 ident: 10.1016/j.ins.2023.119343_br0200 article-title: Fuzzy heterogeneous multiattribute decision making method for outsourcing provider selection publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2013.10.036 – volume: 26 start-page: 49 year: 2015 ident: 10.1016/j.ins.2023.119343_br0440 article-title: Interval-valued intuitionistic fuzzy mathematical programming method for hybrid multi-criteria group decision making with interval-valued intuitionistic fuzzy truth degrees publication-title: Inf. Fusion doi: 10.1016/j.inffus.2015.01.006 – volume: 56 start-page: 249 year: 2019 ident: 10.1016/j.ins.2023.119343_br0140 article-title: Integrative qualities and dimensions of social commerce: toward a unified view publication-title: Inf. Manag. doi: 10.1016/j.im.2018.09.003 – volume: 10 start-page: 149 year: 2012 ident: 10.1016/j.ins.2023.119343_br0580 article-title: Improved credit evaluation system of Taobao online merchant based on AHP publication-title: China Bus. Trade – start-page: 273 year: 2008 ident: 10.1016/j.ins.2023.119343_br0030 article-title: AHP-based multi-dimension credit evaluation model for e-commerce – volume: 7 start-page: 174108 year: 2019 ident: 10.1016/j.ins.2023.119343_br0020 article-title: Multiple criteria group decision making using a parametric linear programming technique for multidimensional analysis of preference under uncertainty of Pythagorean fuzziness publication-title: IEEE Access doi: 10.1109/ACCESS.2019.2957161 – volume: 62 start-page: 4373 year: 2020 ident: 10.1016/j.ins.2023.119343_br0150 article-title: Pythagorean fuzzy MULTIMOORA method based on distance measure and score function: its application in multicriteria decision making process publication-title: Knowl. Inf. Syst. doi: 10.1007/s10115-020-01491-y – volume: 181 start-page: 2128 year: 2011 ident: 10.1016/j.ins.2023.119343_br0560 article-title: Distance and similarity measures for hesitant fuzzy sets publication-title: Inf. Sci. doi: 10.1016/j.ins.2011.01.028 – volume: 13 start-page: 31 year: 2012 ident: 10.1016/j.ins.2023.119343_br0540 article-title: Entropy/cross entropy-based group decision making under intuitionistic fuzzy environment publication-title: Inf. Fusion doi: 10.1016/j.inffus.2010.12.001 – volume: 26 start-page: 193 year: 2018 ident: 10.1016/j.ins.2023.119343_br0520 article-title: Isomorphic multiplicative transitivity for intuitionistic and interval-valued fuzzy preference relations and its application in deriving their priority vectors publication-title: IEEE Trans. Fuzzy Syst. doi: 10.1109/TFUZZ.2016.2646749 – volume: 25 start-page: 49 year: 2015 ident: 10.1016/j.ins.2023.119343_br0610 article-title: Heterogeneous multiple criteria group decision making with incomplete weight information: a deviation modeling approach publication-title: Inf. Fusion doi: 10.1016/j.inffus.2014.10.006 – volume: 25 start-page: 1222 year: 2016 ident: 10.1016/j.ins.2023.119343_br0570 article-title: Generalized orthopair fuzzy sets publication-title: IEEE Trans. Fuzzy Syst. doi: 10.1109/TFUZZ.2016.2604005 – volume: 36 start-page: 45 year: 2008 ident: 10.1016/j.ins.2023.119343_br0510 article-title: Ranking irregularities when evaluating alternatives by using some ELECTRE methods publication-title: Omega doi: 10.1016/j.omega.2005.12.003 – volume: 13 start-page: 4333 year: 2013 ident: 10.1016/j.ins.2023.119343_br0190 article-title: Fuzzy linear programming approach to multiattribute decision making with multiple types of attribute values and incomplete weight information publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2013.06.019 – volume: 92 start-page: 167 year: 1997 ident: 10.1016/j.ins.2023.119343_br0110 article-title: K-order additive discrete fuzzy measures and their representation publication-title: Fuzzy Sets Syst. doi: 10.1016/S0165-0114(97)00168-1 – volume: 51 start-page: 191 year: 2021 ident: 10.1016/j.ins.2023.119343_br0130 article-title: Revisiting fuzzy and linguistic decision making: scenarios and challenges for making wiser decisions in a better way publication-title: IEEE Trans. Syst. Man Cybern. Syst. doi: 10.1109/TSMC.2020.3043016 – volume: 2015 start-page: 1 year: 2015 ident: 10.1016/j.ins.2023.119343_br0270 article-title: An evaluating method with combined assigning-weight based on maximizing variance publication-title: Sci. Program. – volume: 20 start-page: 16 year: 2015 ident: 10.1016/j.ins.2023.119343_br0590 article-title: A new dominance relation-based evolutionary algorithm for many-objective optimization publication-title: IEEE Trans. Evol. Comput. doi: 10.1109/TEVC.2015.2420112 – volume: 31 start-page: 1 year: 2016 ident: 10.1016/j.ins.2023.119343_br0600 article-title: Regret theory-based group decision-making with multidimensional preference and incomplete weight information publication-title: Inf. Fusion doi: 10.1016/j.inffus.2015.12.001 – volume: 47 start-page: 263 year: 1979 ident: 10.1016/j.ins.2023.119343_br0430 article-title: Prospect theory: an analysis of decision under risk publication-title: Econometrica doi: 10.2307/1914185 – volume: 584 start-page: 184 year: 2022 ident: 10.1016/j.ins.2023.119343_br0400 article-title: Interval type-2 fuzzy programming method for risky multicriteria decision-making with heterogeneous relationship publication-title: Inf. Sci. doi: 10.1016/j.ins.2021.10.044 – volume: 9 start-page: 115 year: 1995 ident: 10.1016/j.ins.2023.119343_br0060 article-title: Simulated binary crossover for continuous search space publication-title: Complex Syst. – volume: 38 start-page: 128 year: 2019 ident: 10.1016/j.ins.2023.119343_br0170 article-title: The Pythagorean fuzzy Einstein Choquet integral operators and their application in group decision making publication-title: Comput. Appl. Math. doi: 10.1007/s40314-019-0871-z – volume: 107 start-page: 139 year: 2000 ident: 10.1016/j.ins.2023.119343_br0310 article-title: The influence of variables on pseudo-Boolean functions with applications to game theory and multicriteria decision making publication-title: Discrete Appl. Math. doi: 10.1016/S0166-218X(00)00264-X – volume: 141 start-page: 1 year: 2020 ident: 10.1016/j.ins.2023.119343_br0500 article-title: Prospect theory based method for heterogeneous group decision making with hybrid truth degrees of alternative comparisons publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2020.106285 – volume: 25 start-page: 529 year: 2010 ident: 10.1016/j.ins.2023.119343_br0420 article-title: Hesitant fuzzy sets publication-title: Int. J. Intell. Syst. – volume: 27 start-page: 834 year: 2018 ident: 10.1016/j.ins.2023.119343_br0300 article-title: Multiple-attribute decision-making based on Archimedean Bonferroni operators of q-rung orthopair fuzzy numbers publication-title: IEEE Trans. Fuzzy Syst. doi: 10.1109/TFUZZ.2018.2826452 – year: 2001 ident: 10.1016/j.ins.2023.119343_br0050 – volume: 91 start-page: 1 year: 2020 ident: 10.1016/j.ins.2023.119343_br0390 article-title: A decision-theoretic rough set model with q-rung orthopair fuzzy information and its application in stock investment evaluation publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2020.106212 – volume: 14 start-page: 122 year: 2021 ident: 10.1016/j.ins.2023.119343_br0550 article-title: Probabilistic uncertain linguistic TODIM method based on the generalized Choquet integral and its application publication-title: Int. J. Intell. Comput. Cybern. doi: 10.1108/IJICC-09-2020-0108 – volume: 14 start-page: 104 year: 2021 ident: 10.1016/j.ins.2023.119343_br0230 article-title: Bibliometric analysis on Pythagorean fuzzy sets during 2013–2020 publication-title: Int. J. Intell. Comput. Cybern. doi: 10.1108/IJICC-06-2020-0067 |
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