nach oben

Group Decision and Negotiation

Erschienen in:

03.10.2020

Managing Ignorance Elements and Personalized Individual Semantics Under Incomplete Linguistic Distribution Context in Group Decision Making

verfasst von: Cong-Cong Li, Yuan Gao, Yucheng Dong

Erschienen in: Group Decision and Negotiation | Ausgabe 1/2021

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config

KI-gestützte Suche

Aus

Abstract

Linguistic distribution expressions provide a flexible way for decision makers to express their opinions in linguistic decision making. When working with a linguistic distribution, words mean different things for different people, i.e., decision makers have personalized individual semantics (PISs) regarding words. Therefore, in this paper, we propose a consistency-driven methodology to manage distribution linguistic preference relations (DLPRs) with PISs. This methodology can not only estimate the ignorance elements in incomplete DLPRs but also obtain the personalized numerical meanings of linguistic expressions to decision makers. In this way, we can combine the characteristics of the personalized representation in linguistic decision making and guarantee the optimum consistency of incomplete DLPRs with ignorance elements. Detailed numerical and comparison analyses have been proposed to justify our proposal.

Vorheriger Artikel Using a FMEA–TIFIAD Approach to Identify the Risk of Railway Dangerous Goods Transportation System

Nächster Artikel A Trade-Off Negotiation Strategy for Pareto-Optimal Service Composition with Additive QoS-constraints

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

Jetzt informieren

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!

Jetzt informieren

Cabrerizo FJ, Morente-Molinera JA, Pedrycz W, Taghavi A, Herrera-Viedma E (2018) Granulating linguistic information in decision making under consensus and consistency. Expert Syst Appl 99:83–92CrossRef

Cabrerizo FJ, Al-Hmouz R, Morfeq A, Martínez MA, Pedrycz W, Herrera-Viedma E (2020) Estimating incomplete information in group decision making: a framework of granular computing. Appl Soft Comput 86:105930CrossRef

Chen ZS, Chin KS, Li YL, Yang Y (2016) Proportional hesitant fuzzy linguistic term set for multiple criteria group decision making. Inf Sci 357:61–87CrossRef

Dong YC, Xu Y, 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):1366–1378CrossRef

Dong YC, Li CC, Xu YF, Gu X (2015a) Consensus-based group decision making under multi-granular unbalanced 2-tuple linguistic preference relations. Group Decis Negot 24(2):217–242CrossRef

Dong YC, Wu YZ, Zhang H, Zhang G (2015b) Multi-granular unbalanced linguistic distribution assessments with interval symbolic proportions. Knowl-Based Syst 82:139–151CrossRef

Guo WT, Huynh VN, Nakamori Y (2015) An interval linguistic distribution model for multiple attribute decision making problems with incomplete linguistic information. Int J Knowl Syst Sci 6(4):16–34CrossRef

Guo WT, Huynh VN, Sriboonchitta S (2016) A proportional linguistic distribution based model for multiple attribute decision making under linguistic uncertainty. Ann Oper Res 256(2):305–328CrossRef

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

Herrera F, Herrera-Viedma E, Martínez L (2008) A fuzzy linguistic methodology to deal with unbalanced linguistic term sets. IEEE Trans Fuzzy Syst 16(2):354–370CrossRef

Herrera F, Alonso S, Chiclana F, Herrera-Viedma E (2009) Computing with words in decision making: foundations, trends and prospects. Fuzzy Optim Decis Mak 8(4):337–364CrossRef

Herrera-Viedma E, Chiclana F, Herrera F, Alonso S (2007) Group decision-making model with incomplete fuzzy preference relations based on additive consistency. IEEE Trans Syst Man Cybern B Cybern 37(1):176–189CrossRef

Huang HY, Li CX (2018) Extended personalized individual semantics with 2-tuple linguistic preference for supporting consensus decision making. IEICE Trans Inf Syst 101:387–395CrossRef

Jin FF, Ni ZW, Langari R, Chen HY (2020) Consistency improvement-driven decision-making methods with probabilistic multiplicative preference relations. Group Decis Negot 29(2):371–397CrossRef

Li CC, Dong YC, Herrera F, Herrera-Viedma E, Martínez L (2017) Personalized individual semantics in computing with words for supporting linguistic group decision making. An application on consensus reaching. Inf Fus 33:29–40CrossRef

Li CC, Rodríguez RM, Martínez L, Dong YC, Herrera F (2018) Personalized individual semantics based on consistency in hesitant linguistic group decision making with comparative linguistic expressions. Knowl-Based Syst 145:156–165CrossRef

Li CC, Dong YC, Herrera F (2019) A consensus model for large-scale linguistic group decision making with a feedback recommendation based on clustered personalized individual semantics and opposing consensus groups. IEEE Trans Fuzzy Syst 27(2):221–233CrossRef

Martínez L, Rodríguez RM, Herrera F (2016) The 2-tuple linguistic model: computing with words in decision making. Springer, Berlin

Mendel JM, Wu D (2010) Perceptual computing: aiding people in making subjective judgments. IEEE-Wiley, New YorkCrossRef

Mendel JM, Zadeh LA, Trillas E, Yager RR, Lawry J, Hagras H, Guadarrama S (2010) What computing with words means to me: discussion forum. IEEE Comput Intell Mag 5(1):20–26CrossRef

Rodríguez RM, Martínez L, Herrera F (2012) Hesitant fuzzy linguistic term sets for decision making. IEEE Trans Fuzzy Syst 20(1):109–119CrossRef

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

Wu ZB, Xu JP (2016) Possibility distribution-based approach for MAGDM with hesitant fuzzy linguistic information. IEEE Trans Cybern 46(3):694–705CrossRef

Wu YZ, Li CC, Xin C, Dong Y (2018) Group decision making based on linguistic distributions and hesitant assessments: maximizing the support degree with an accuracy constraint. Inf Fus 41:151–160CrossRef

Wu YZ, Dong YC, Qing JD, Pedrycz W (2019) Flexible linguistic expressions and consensus reaching with accurate constraints in group decision making. IEEE Trans Cybern. https://doi.org/10.1109/TCYB.2019.2906318CrossRef

Xu Y, Herrera F (2019) Visualizing and rectifying different inconsistencies for fuzzy reciprocal preference relations. Fuzzy Sets Syst 362:85–109CrossRef

Xu Y, Ma F, Herrera F (2019) Revisiting inconsistent judgments for incomplete fuzzy linguistic preference relations: algorithms to identify and rectify ordinal inconsistencies. Knowl-Based Syst 163:305–319CrossRef

Xu WJ, Chen X, Dong YC, Chiclana F (2020) Impact of decision rules and non-cooperative behaviors on minimum consensus cost in group decision making. Group Decis Negot. https://doi.org/10.1007/s10726-020-09653-7CrossRef

Yu WY, Zhang Z, Zhong QY (2019) Consensus reaching for MAGDM with multi-granular hesitant fuzzy linguistic term sets: a minimum adjustment-based approach. Ann Oper Res. https://doi.org/10.1007/s10479-019-03432-7CrossRef

Zadeh LA (1996) Fuzzy logic = computing with words. IEEE Trans Fuzzy Syst 4(2):103–111CrossRef

Zadeh LA (2002) From computing with numbers to computing with words- from manipulation of measurements to manipulation of perceptions. In: Wang PP (ed) The dynamics of judicial proof. Wiley series on intelligent systems. Wiley, New York, pp 35–68

Zhang GQ, Dong YC, Xu YF (2014) Consistency and consensus measures for linguistic preference relations based on distribution assessments. Inf Fus 17:46–55CrossRef

Zhang Z, Guo CH, Martínez L (2017) Managing multi-granular linguistic distribution assessments in large-scale multi-attribute group decision making. IEEE Trans Syst Man Cybern Syst 47(11):3063–3076CrossRef

Zhang B, Liang H, Gao Y, Zhang G (2018a) The optimization-based aggregation and consensus with minimum-cost in group decision making under incomplete linguistic distribution context. Knowl-Based Syst 162:92–102CrossRef

Zhang Z, Kou XY, Dong QX (2018b) Additive consistency analysis and improvement for hesitant fuzzy preference relations. Expert Syst Appl 98:118–128CrossRef

Zhang Z, Yu W, Martinez L, Gao Y (2019) Managing multigranular unbalanced hesitant fuzzy linguistic information in multiattribute large-scale group decision making: a linguistic distribution-based approach. IEEE Trans Fuzzy Syst. https://doi.org/10.1109/TFUZZ.2019.2949758CrossRef

Zuheros C, Li CC, Cabrerizo FJ, Dong YC, Herrera-Viedma E, Herrera F (2018) Computing with words: revisiting the qualitative scale. Int J Uncert Fuzziness Knowl Based Syst 26(Suppl. 2):127–143CrossRef

Titel: Managing Ignorance Elements and Personalized Individual Semantics Under Incomplete Linguistic Distribution Context in Group Decision Making
verfasst von: Cong-Cong Li
Yuan Gao
Yucheng Dong
Publikationsdatum: 03.10.2020
Verlag: Springer Netherlands
Erschienen in: Group Decision and Negotiation / Ausgabe 1/2021
Print ISSN: 0926-2644
Elektronische ISSN: 1572-9907
DOI: https://doi.org/10.1007/s10726-020-09708-9

Springer Professional

Abstract

Bitte loggen Sie sich ein, um Zugang zu Ihrer Lizenz zu erhalten.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Wirtschaft"

Weitere Artikel der Ausgabe 1/2021

Dummy Players and the Quota in Weighted Voting Games

Adjacent Downstream Compensation Method of Sharing Polluted Rivers

Editorial

A Trade-Off Negotiation Strategy for Pareto-Optimal Service Composition with Additive QoS-constraints

Group Decision Making with Transitive Preferences Under Ordinal and Cardinal Consistencies: An Optimization Approach

How Angry are You? Anger Intensity, Demand and Subjective Value in Multi-round Distributive Electronic Negotiation

Premium Partner