An Uncertain Linguistic Multi-criteria Group Decision-Making Method Based on a Cloud Model

Jianqiang Wang1, Juanjuan Peng2,3, Hongyu Zhang, Tao Liu3, Xiaohong Chen3
1Central-South University
2School of Economics and Management, Hubei University of Automotive Technology, Shiyan, China
3School of Business, Central South University, Changsha, China

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Tài liệu tham khảo

Bao GY, Lian XL, He M, Wang LL (2010) Improved two-tuple linguistic representation model based on new linguistic evaluation scale. Control Decis 25(5):780–784

Di KC, Li DY, Li DR (1998) Model and their applications in Spatial data mining. In: Proceeding of Wuhan Technical University of Surveying and Mapping, Wuhan, China

Di KC, Li DY, Li DR (1999) Cloud theory and its applications in spatial data mining and knowledge discovery. J Image Graph 11(4):930–935

Dong YC, Xu YF, Yu S (2009) Computing the numerical scale of the linguistic term set for the 2-tuple fuzzy linguistic representation model. IEEE Trans Fuzzy Syst 17(6):1366–1378

Feng YQ, Wang HL, Cao MK (2006) Intelligent decision support system based on cloud model. In: Proceeding of 2006 Chinese control and decision conference, Tianjin, China, pp 1081–1084

Herrera F, Martinez L (2000a) A 2-tuple fuzzy linguistic representation model for computing with words. IEEE Trans Fuzzy Syst 8(6):746–752

Herrera F, Martinez L (2000b) An approach for combining linguistic and numerical information based on the 2-tuple fuzzy linguistic representation model in decision-making. Int J Uncertain Fuzziness Knowl Based Syst 8(5):539–562

Herrera F, Herreea-Viedma E, Martinez L (2000) A fusion approach for managing multi-granularity linguistic term sets in decision making. Fuzzy Sets Syst 114(5):43–58

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

Jiang YP, Fan ZP (2003) Property analysis of the aggregation operators for two-tuple linguistic information. Control Decis 18(6):754–757

Jiang JB, Liang JR, Jiang W, Gu ZP (2008) Application of trapezium-cloud model in conception division and conception exaltation. Comput Eng Des 29(5):1235–1240

Ju YB, Wang AH, Liu XY (2012) Evaluating emergency response capacity by fuzzy AHP and 2-tuple fuzzy linguistic approach. Expert Syst Appl 39:6972–6981

Lan JB, Sun Q, Chen QM, Wang ZX (2013) Group decision making based on induced uncertain linguistic OWA operators. Decis Support Syst 55(1):296–303

Li DY, Meng HJ, Shi XM (1995) Membership clouds and membership cloud generators. Comput R&D 32(6):16–21

Li DY (1999) The cloud control method and balancing patterns of triple link inverted pendulum systems. Eng Sci 1(2):41–46

Li DY (2000) Uncertainty in knowledge representation. Eng Sci 2(10):73–79

Li DY, Du Y (2005) Artificial intelligence with uncertainty. National Defense Industry Press, Beijing

Li DY, Liu CY, Gan WY (2009) A new cognitive model: cloud mode international. J Intell Syst 24:357–375

Li HL, Jiang J (2012) A fuzzy measuring method based on 2-tuple linguistic consistency for supply performance of military product suppliers. Syst Eng Theory Pract 32(2):373–379

Lin J, Lan JB, Lin YH (2009) A method of multi-attribute group decision-making based on the aggregation operators for interval two-tuple linguistic information. J Jilin Normal Univ (Natural Science Edition) 1:5–9

Liu Y, Fan ZP (2009) A group decision-making method with multi-granularity uncertain linguistic information. J Northeast Univ (Natural Science) 30(4):601–604

Liu PD, Jin F, Zhang X, Su Y, Wang MH (2011) Research on the multi-attribute decision-making under risk with interval probability based on prospect theory and the uncertain linguistic variables. Knowl Based Syst 24:554–561

Lu YJ, Zhang W (2003) Kernel function of index scale in AHP scale system. J Syst Eng 18(5):452–456

McConnell M (2006) Ruth, Floating clouds. School Libr J 21(1):86

Park JH, Park JM, Kwun YC (2013) 2-Tuple linguistic harmonic operators and their applications in group decision making. Knowl Based Syst 44:10–19

Pei Z, Ruan D, Liu J, Xu Y (2012) A linguistic aggregation operator with three kinds of weights for nuclear safeguards evaluation. Knowl Based Syst 28:19–26

Peng B, Ye C, Zeng SZ (2012) Uncertain pure linguistic hybrid harmonic averaging operator and generalized interval aggregation operator based approach to group decision making. Knowl Based Syst 36:175–181

Walley P, Cooman G (2001) A behavioral model for linguistic uncertainty. Inf Sci 134:1–37

Wan SP, Dong JY (2013) 2-Tuple linguistic hybrid arithmetic aggregation operators and applied them to MCGDM problems. Knowl Based Syst 45:31–40

Wang JQ (2009) Multi-criteria large-group linguistic decision-making approach with incomplete certain information. In: Chinese control and decision conference, China, Guilin, pp 2247–2251

Wang SL, Li DR, Li DY (2002) Cloud model-based SDMKD. In: Conference on CPGIS, Nanjing, China

Wang JH, Hao JY (2006) A new version of 2-tuple fuzzy linguistic representation model for computing with word. IEEE Trans Fuzzy Syst 14(3):435–445

Wang JQ, Chen XH (2008) Multi-criteria linguistic interval group decision-making approach. J Syst Eng Electron 19(5):934–938

Wang JH, Hao JY (2009) An approach to aggregation of ordinal information in multi-criteria multi-person decision making using Choquet integral of Fubini type. Fuzzy Optim Decis Making 8:365–380

Wang JQ, Chen XH (2010) Group multi-criteria linguistic interval decision-making method with incompletely certain information. J Syst Eng 25(2):190–195

Wang SX, Zhang L, Li HS (2010) Evaluation approach of subjective trust based on cloud model. J Softw 21(6):1341–1352

Wang X, Chen HY, Liu X (2011) Multiple attribute group decision making with interval two-tuple linguistic information based on deviation. Chin J Manag 8:301–305

Wei GW, Huang DS, Wei Y (2007) A method of uncertain linguistic multiple attribute decision-making with preference. Chin J Manag 5:575–579

Wei GW (2008a) Combination method of uncertain multiple attribute decision-making. Fuzzy Syst Math 4:106–111

Wei GW (2008b) Two-tuple linguistic multiple attribute group decision making with incomplete attribute weight information. Syst Eng Electron 30(2):273–277

Wei GW (2010) A method for multiple attribute group decision making based on the ET-WG and ET-OWG operators with 2-tuple linguistic information. Expert Syst Appl 37:7895–7900

Xu ZS (2004a) Uncertain linguistic aggregation operators based approach to multiple attribute group decision making under uncertain linguistic environment. Inf Sci 168:171–184

Xu ZS (2004b) A method based on linguistic aggregation operators for group decision making with linguistic preference relations. Inf Sci 166(1):19–30

Xu ZS (2006a) Induced uncertain linguistic OWA operators applied to group decision making. Inf Fusion 7:231–238

Xu ZS (2006b) Multiple attribute decision making based on different types of linguistic information. J Southeast Univ (English Edition) 22(1):134–136

Xu XQ, Cheng JM, Xu MX (2007) Methods and applications of uncertain linguistic multiple attribute decision-making based on projection model. Value Eng 15:127–129

Xu YJ, Da QL, Zhao CX (2009) An interactive method of multiple attribute decision-making under partial weight information. Syst Eng Electron 3:597–601

Xu ZS (2010) Interactive group decision making procedure based on uncertain multiplicative linguistic preference relations. J Syst Eng Electron 21:408–415

Yan CS, Li YJ (2007) Analysis of dynamic consumer detailed segmentation model based on cloud model. J Harbin Inst Technol 39(2):299–302

Yang W, Wang JQ, Wang XF (2012) An outranking method for multi-criteria decision making with duplex linguistic information. Fuzzy Sets Syst 198:20–33

Yue Q, Fan ZP (2010) Method for solving multiple attribute group decision-making problems with multi-granularity uncertain linguistic assessment information. Control Decis 25(7):1059–1062

Zhang S, Wang YL, Gao Y (2006) Group decision-making based on uncertain linguistic information: uncertain multiple attribute decision-making: methods and applications. J Air Force Eng Univ (Natural Science Edition) 6:47–50

Zhang GW, Kang JC, Meng XY (2007) Research on subjective trust management model based on cloud model. J Syst Simul 19(14):3310–3317

Zhang GW, He R, Liu Y (2008) An evolutionary algorithm based on cloud model. Chin J Comput 31(7):1082–1091

Zhang YD, Wu LN, Wei G (2009) Improved ant colony algorithm based on membership cloud models. Comput Eng Appl 45(27):11–14

Zhang J, Zhang JA, Sun P (2010) Trust evaluation model based on cloud model for C2C electronic commerce. Comput Syst Appl 19(11):83–87

Zhang AP, Zhang XH (2011) Method of multi-attribute decision making on linguistic interval information. Comput Eng Appl 47(7):156–158

Zhang Y, Fan ZP (2011) A method for uncertain linguistic multiple criteria decision making based on risk attitude factor. J Northeast Univ (Natural Science) 32(6):883–886

Zhang Z, Guo CH (2012) A method for multi-granularity uncertain linguistic group decision making with incomplete weight information. Knowl Based Syst 26:111–119

Zheng ER, Hui LC, Wang XM (2007) Intelligent control algorithm of cloud models and simulation research of superheated steam temperature control. J Syst Simul 19(1):98–100 (In China)