Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Soft Computing
Published in: Soft Computing 8/2020

23-09-2019 | Focus

MABAC method for multiple attribute group decision making under picture 2-tuple linguistic environment

Authors: Siqi Zhang, Guiwu Wei, Fuad E. Alsaadi, Tasawar Hayat, Cun Wei, Zuopeng Zhang

Published in: Soft Computing | Issue 8/2020

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In this article, we extend multi-attributive border approximation area comparison (MABAC) approach to the multiple attribute group decision making with picture 2-tuple linguistic numbers. We review the concept of picture 2-tuple linguistic sets and introduce its corresponding score function, accuracy function, and operational laws. In addition, we propose two aggregation operators of picture 2-tuple linguistic numbers and then develop a method by combining traditional MABAC model with the overall picture 2-tuple linguistic evaluation information. Our proposed method is increasingly accurate and valid even when the conflicting attributes are considered. We also provide a numerical instance for assessing and selecting the renewable energy power generation project to demonstrate the efficacy of our novel model. Finally, we compare our proposed approach with other traditional operators to further show its benefits.
previous article RobNet: real-time road-object 3D point cloud segmentation based on SqueezeNet and cyclic CRF
next article An attention mechanism and multi-granularity-based Bi-LSTM model for Chinese Q&A system

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now
Literature
Cuong BC, Kreinovich V (2013) Picture fuzzy sets-a new concept for computational intelligence problems. In: Third world congress on information and communication technologies (WICT 2013), IEEE, pp 1–6
Cuong BC, Ngan RT, Hai BD (2015) An involutive picture fuzzy negator on picture fuzzy sets and some De Morgan triples. In: International conference on knowledge & systems engineering
Dehghani H, Siami A, Haghi P (2017) A new model for mining method selection based on grey and TODIM methods. J Min Environ 8:49–60
Garg H (2017) Some picture fuzzy aggregation operators and their applications to multicriteria decision-making. Arab J Sci Eng 42:5275–5290MathSciNetMATHCrossRef
Gomes L, Rangel LAD (2009) An application of the TODIM method to the multicriteria rental evaluation of residential properties. Eur J Oper Res 193:204–211MATHCrossRef
Herrera F, Martinez L (2000a) A 2-tuple fuzzy linguistic representation model for computing with words. IEEE Trans Fuzzy Syst 8:746–752CrossRef
Herrera F, Martinez L (2000b) An approach for combining linguistic and numerical information based on the 2-tuple fuzzy linguistic representation model in decision-making. Int J Uncertain Fuzziness Knowl-Based Syst 8:539–562MathSciNetMATHCrossRef
Herrera F, Martínez L (2001) The 2-tuple linguistic computational model. Adv Linguist Descr Accur Consist 9:33–48MATH
Huang YH, Wei GW (2018) TODIM method for Pythagorean 2-tuple linguistic multiple attribute decision making. J Intell Fuzzy Syst 35:901–915CrossRef
Mishra AR, Rani P (2018) Biparametric information measures-based TODIM technique for interval-valued intuitionistic fuzzy environment. Arab J Sci Eng 43:3291–3309MATHCrossRef
Muirhead RF (1902) Some methods applicable to identities and inequalities of symmetric algebraic functions of n letters. Proc Edinb Math Soc 21:144–162CrossRef
Opricovic S, Tzeng GH (2007) Extended VIKOR method in comparison with outranking methods. Eur J Oper Res 178:514–529MATHCrossRef
Pamučar D, Ćirović G (2015) The selection of transport and handling resources in logistics centers using Multi-Attributive Border Approximation area Comparison (MABAC). Expert Syst Appl 42:3016–3028CrossRef
Pamucar D, Petrovic I, Cirovic G (2018) Modification of the Best-Worst and MABAC methods: a novel approach based on interval-valued fuzzy-rough numbers. Expert Syst Appl 91:89–106CrossRef
Pamučar D, Stević Ž, Zavadskas EK (2018) Integration of interval rough AHP and interval rough MABAC methods for evaluating university web pages. Appl Soft Comput 67:141–163CrossRef
Peng XD, Yang Y (2016) Pythagorean fuzzy choquet integral based MABAC method for multiple attribute group decision making. Int J Intell Syst 31:989–1020CrossRef
Qin QD, Liang FQ, Li L, Chen YW, Yu GF (2017) A TODIM-based multi-criteria group decision making with triangular intuitionistic fuzzy numbers. Appl Soft Comput 55:93–107CrossRef
Son LH (2015) DPFCM: a novel distributed picture fuzzy clustering method on picture fuzzy sets. Expert Syst Appl 42:51–66CrossRef
Son LH (2016) Generalized picture distance measure and applications to picture fuzzy clustering. Appl Soft Comput 46:284–295CrossRef
Son LH, Thong PH (2017) Some novel hybrid forecast methods based on picture fuzzy clustering for weather nowcasting from satellite image sequences. Appl Intell 46:1–15CrossRef
Sun R, Hu J, Zhou J, Chen X (2017) A Hesitant fuzzy linguistic projection-based MABAC method for patients’ prioritization. Int J Fuzzy Syst 20:1–17
Tang XY, Wei GW (2019) Multiple attribute decision-making with dual hesitant pythagorean fuzzy information. Cognit Comput 11:193–211CrossRef
Tang M, Wang J, Lu JP, Wei GW, Wei C, Wei Y (2019a) Dual Hesitant pythagorean fuzzy heronian mean operators in multiple attribute decision making. Mathematics 7:344CrossRef
Tang XY, Wei GW, Gao H (2019b) Models for multiple attribute decision making with interval-valued pythagorean fuzzy Muirhead mean operators and their application to green suppliers selection. Informatica 30:153–186CrossRef
Thong NT, Son LH (2015) HIFCF: an effective hybrid model between picture fuzzy clustering and intuitionistic fuzzy recommender systems for medical diagnosis. Expert Syst Appl 42:3682–3701CrossRef
Thong PH, Son LH (2016) A novel automatic picture fuzzy clustering method based on particle swarm optimization and picture composite cardinality. Knowl-Based Syst 109:48–60CrossRef
Tian ZP, Wang J, Wang JQ, Zhang HY (2017) Simplified neutrosophic linguistic multi-criteria group decision-making approach to green product development. Group Decis Negot 26:597–627CrossRef
Wang J, Wei GW, Lu M (2018a) An extended VIKOR method for multiple criteria group decision making with triangular fuzzy neutrosophic numbers. Symmetry-Basel 10:497CrossRef
Wang J, Wei GW, Lu M (2018b) TODIM method for multiple attribute group decision making under 2-tuple linguistic neutrosophic environment. Symmetry-Basel 10:486CrossRef
Wang J, Wei GW, Wei Y (2018c) Models for green supplier selection with some 2-tuple linguistic neutrosophic number bonferroni mean operators. Symmetry-Basel 10:131CrossRef
Wang L, Zhang HY, Wang JQ, Li L (2018d) Picture fuzzy normalized projection-based VIKOR method for the risk evaluation of construction project. Appl Soft Comput 64:216–226CrossRef
Wang P, Xu XH, Huang S (2019) An improved consensus-based model for large group decision making problems considering experts with linguistic weighted information. Group Decis Negot 28:619–640CrossRef
Wei G (2016a) Picture 2-tuple linguistic Bonferroni mean operators and their application to multiple attribute decision making. Int J Fuzzy Syst 19:1–14MathSciNet
Wei GW (2016b) Picture fuzzy cross-entropy for multiple attribute decision making problems. J Bus Econ Manag 17:491–502CrossRef
Wei GW (2017a) Picture 2-tuple linguistic bonferroni mean operators and their application to multiple attribute decision making. Int J Fuzzy Syst 19:997–1010MathSciNetCrossRef
Wei GW (2017b) Picture uncertain linguistic Bonferroni mean operators and their application to multiple attribute decision making. Kybernetes 46:1777–1800CrossRef
Wei GW (2017c) Some cosine similarity measures for picture fuzzy sets and their applications to strategic decision making. Informatica 28:547–564MATHCrossRef
Wei GW (2018a) Picture fuzzy Hamacher aggregation operators and their application to multiple attribute decision making. Fundamenta Informaticae 157:271–320MathSciNetMATHCrossRef
Wei GW, Gao H (2018) The generalized dice similarity measures for picture fuzzy sets and their applications. Informatica 29:107–124MathSciNetMATHCrossRef
Wei G, Alsaadi FE, Hayat T, Alsaedi A (2016) Picture 2-tuple linguistic aggregation operators in multiple attribute decision making. Soft Comput 33:1–14MATH
Wei GW, Alsaadi FE, Hayat T, Alsaedi A (2018a) Picture 2-tuple linguistic aggregation operators in multiple attribute decision making. Soft Comput 22:989–1002MATHCrossRef
Wei Y, Yu Q, Liu J, Cao Y (2018b) Hot money and China’s stock market volatility: further evidence using the GARCH-MIDAS model. Physica A 492:923–930CrossRef
Wei Y, Qin S, Li X, Zhu S, Wei G (2019) Oil price fluctuation, stock market and macroeconomic fundamentals: evidence from China before and after the financial crisis. Finance Res Lett 30:23–29CrossRef
Wu XL, Liao HC (2019) A consensus-based probabilistic linguistic gained and lost dominance score method. Eur J Oper Res 272:1017–1027MathSciNetMATHCrossRef
Wu SJ, Wei GW (2017) Picture uncertain linguistic aggregation operators and their application to multiple attribute decision making. Int J Knowl-Based Intell Eng Syst 21:243–256
Wu S, Wang J, Wei G, Wei Y (2018) Research on construction engineering project risk assessment with some 2-tuple linguistic neutrosophic Hamy mean operators. Sustainability 10(5):1536CrossRef
Xu Y, Shang X, Wang J, Zhang R, Li W, Xing Y (2019) A method to multi-attribute decision making with picture fuzzy information based on Muirhead mean. J Intell Fuzzy Syst 36(4):3833–3849CrossRef
Xue YX, You JX, Lai XD, Liu HC (2016) An interval-valued intuitionistic fuzzy MABAC approach for material selection with incomplete weight information. Appl Soft Comput 38:703–713CrossRef
Yu SM, Wang J, Wang JQ (2017) An interval type-2 fuzzy likelihood-based MABAC approach and its application in selecting hotels on a tourism website. Int J Fuzzy Syst 19:47–61MathSciNetCrossRef
Zhang SQ, Gao H, Wei GW, Wei Y, Wei C (2019) Evaluation based on distance from average solution method for multiple criteria group decision making under picture 2-tuple linguistic environment. Mathematics 7:243CrossRef
Metadata
Title
MABAC method for multiple attribute group decision making under picture 2-tuple linguistic environment
Authors
Siqi Zhang
Guiwu Wei
Fuad E. Alsaadi
Tasawar Hayat
Cun Wei
Zuopeng Zhang
Publication date
23-09-2019
Publisher
Springer Berlin Heidelberg
Published in
Soft Computing / Issue 8/2020
Print ISSN: 1432-7643
Electronic ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-019-04364-x

Other articles of this Issue 8/2020

Soft Computing 8/2020 Go to the issue

Focus

An efficient virtual CPU scheduling in cloud computing

Focus

An empirical study on effects of electronic word-of-mouth and Internet risk avoidance on purchase intention: from the perspective of big data

Foundations

Fast clustering-based weighted twin support vector regression

Focus

Application of Kalman filter to Model-based Prognostics for Solenoid Valve

Focus

Weighted-fusion feature of MB-LBPUH and HOG for facial expression recognition

Focus

Weakly supervised facial expression recognition via transferred DAL-CNN and active incremental learning

Premium Partner

    Image Credits