nach oben

Soft Computing

Erschienen in:

02.05.2016 | Methodologies and Application

A multi-stage conflict style large group emergency decision-making method

verfasst von: Chen-guang Cai, Xuan-hua Xu, Pei Wang, Xiao-hong Chen

Erschienen in: Soft Computing | Ausgabe 19/2017

Einloggen

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

search-config

KI-gestützte Suche

Aus

Abstract

Unconventional emergencies usually have the characteristics of complexity, dynamic, and unpredictability, which greatly enhances the difficulty of emergency decision-making. Aiming at the multi-stage large group emergency decision-making problem featuring unknown stage weight and preference information expressed as interval numbers, we propose a new decision-making method. First, we present a similarity measurement formula for interval numbers. Each stage’s preference information is clustered using this similarity. To minimize the conflict of preferences, we derived two relative entropy optimization models to calculate the aggregation and stage weights. Next, we rank the alternatives based on the comprehensive group preference information. Finally, we present an illustrative example to verify the validity and practicability of this approach, and discuss several advantages of this method for managing emergency decision-making problems.

Vorheriger Artikel An intelligent power consumption model for virtual machines under CPU-intensive workload in cloud environment

Nächster Artikel On the logarithmic summability method for sequences of fuzzy numbers

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

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!

Jetzt informieren

Alonso S, Pérez IJ, Cabrerizo FJ (2013) A linguistic consensus model for web 2.0 communities. Appl Soft Comput 13(1):149–157CrossRef

Baležentis T, Zeng SZ (2013) Group multi-criteria decision making based upon interval-valued fuzzy numbers: an extension of the MULTIMOORA method. Expert Syst Appl 40(2):543–550CrossRef

Chai JY, Liu JNK, Xu ZS (2013) A rule-based group decision model for warehouse evaluation under interval-valued Intuitionistic fuzzy environments. Expert Syst Appl 40(6):1959–1970CrossRef

Chen XH, Liu YF (2010) Expert weights determination method and realization algorithm based on interval numbers group decision matrices. Syst Eng Electron 32(10):2128–2131MATH

Facchinetti G, Ricci RG, Muzzioli S (1998) Note on raking fuzzy triangular numbers. Int J Intell Syst 13(7):613–622CrossRef

Fishburn PC, Gehrlein WV (1976) Borda’s rule, positional voting and condorcet’s simple majority principle. Public Choice 28(1):79–88CrossRef

Goh CH, Tung YC, Cheng CH (1996) A revised weighted sum decision model for robot selection. Comput Ind Eng 30(2):193–199CrossRef

Kuo MS, Liang GS (2012) A soft computing method of performance evaluation with MCDM based on interval-valued fuzzy numbers. Appl Soft Comput 12(1):476–485CrossRef

Liu XY, Ju YB, Wang AH (2012) A multiple attribute group decision making method with its application to emergency alternative assessment. J Converg Inf Technol 7(2):75–82

Liu Y, Fan ZP, Zhang Y (2014) Risk decision analysis in emergency response: a method based on cumulative prospect theory. Comput Oper Res 42:75–82MathSciNetCrossRefMATH

Mao JJ, Yao DB, Wang CC (2013) A novel cross-entropy and entropy measures of IFSs and their applications. Knowl Based Syst 48:37–45CrossRef

Meysam Mousavi S, Behnam V, Tavakkoli-Moghaddam R et al (2013) A multi-stage decision-making process for multiple attributes analysis under an interval-valued fuzzy environment. Int J Adv Manuf Technol 64(9):1263–1273CrossRef

Mousavi SM, Makui A, Raissi S (2012) A multi-criteria decision-making approach with interval numbers for evaluating project risk responses. Int J Eng 25(5):121–129CrossRef

Peng DH, Wang H (2014) Dynamic hesitant fuzzy aggregation operators in multi-period decision making. Kybernetes 43(5):715–736MathSciNetCrossRef

Perez IJ, Cabrerizo FJ, Herrera-Viedma E (2010) A mobile decision support system for dynamic group decision-making problems. IEEE Trans Syst Man Cybern Part A Syst Hum 40(6):1244–1256

Shim KC, Fontane DG, Labadie JW (2002) Spatial decision support system for integrated river basin flood control. J Water Resour Plan Manag 128(3):190–201CrossRef

Song GX, Yang H (2000) Research on group behavioral decision making. Acad Explor 57(3):48–49

Su ZX, Chen MY, Xia PP et al (2011) An interactive method for dynamic intuitionistic fuzzy multi-attribute group decision making. Expert Syst Appl 38(12):15286–15295CrossRef

Wei GW, Zhao XF, Lin R (2012) Generalized triangular fuzzy correlated averaging operator and their application to multiple attribute decision making. Appl Math Model 36(7):2975–2982MathSciNetCrossRefMATH

Xia MM, Xu ZS (2012) Entropy/cross entropy-based group decision making under intuitionistic fuzzy environment. Inf Fusion 13(1):31–47MathSciNetCrossRef

Xu ZS (2001) Algorithm for priority of fuzzy complementary judgement matrix. J Syst Eng 16(4):311–314

Xu ZS (2007) Multiple attribute group decision making with different formats of preference information on attributes. IEEE Trans Syst Man Cybern Part B 37(6):1500–1511MathSciNetCrossRef

Xu ZS, Cai XQ (2013) On consensus of group decision making with interval utility values and interval preference orderings. Group Decis Negot 22(6):997–1019CrossRef

Xu XH, Chen XH (2011) A conflict measure model and corresponding conflict coordination mechanism in large group decisions. J Syst Sci Inf 9(1):1–18

Xu JP, Wu ZB, Zhang Y (2014) A consensus based method for multi-criteria group decision making under uncertain linguistic setting. Group Decis Negot 23(1):127–148CrossRef

Ye J (2011) Cosine similarity measures for intuitionistic fuzzy set and their applications. Math Comput Model 53(1):91–97MathSciNetCrossRefMATH

Zhang LY, Xu XH, Chen XH (2012) A new similarity measure for intuitionistic fuzzy sets and its applications. Int J Inf Manag Sci 23(2):229–239MathSciNet

Zhao M, Qiu WH, Liu BS (2010) Relative entropy evaluation method for multiple attribute decision making. Control Decis 25(7):1099–1104

Zhou SH, Yang J, Ding Y et al (2015) A Markov chain approximation to multi-stage interactive group decision-making method based on interval fuzzy number. Soft Comput. doi:10.1007/s00500-015-1973-1

Titel: A multi-stage conflict style large group emergency decision-making method
verfasst von: Chen-guang Cai
Xuan-hua Xu
Pei Wang
Xiao-hong Chen
Publikationsdatum: 02.05.2016
Verlag: Springer Berlin Heidelberg
Erschienen in: Soft Computing / Ausgabe 19/2017
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI: https://doi.org/10.1007/s00500-016-2155-5

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"

Springer Professional "Technik"

Weitere Artikel der Ausgabe 19/2017

An experimental study on rank methods for prototype selection

On the logarithmic summability method for sequences of fuzzy numbers

A EA- and ACA-based QoS multicast routing algorithm with multiple constraints for ad hoc networks

A Nyström spectral clustering algorithm based on probability incremental sampling

BAT-ANN based earthquake prediction for Pakistan region

The decomposition of linearly ordered pseudo-hoops