Skip to main content
Top

2017 | OriginalPaper | Chapter

Intuitionistic Fuzzy PROMETHEE Technique for Multi-criteria Decision Making Problems Based on Entropy Measure

Authors : Pratibha Rani, Divya Jain

Published in: Advances in Computing and Data Sciences

Publisher: Springer Singapore

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

search-config
loading …

Abstract

Entropy measures play an important role in the field of fuzzy set theory and generalized by various authors for different purposes. In the present communication, intuitionistic fuzzy entropy measure based on sine function is developed. Further, the modified intuitionistic fuzzy PROMETHEE (IF-PROMETHEE) technique for multi-criteria decision making problems is discussed with the help of proposed entropy measure and the intuitionistic fuzzy preferences. Finally, the effectiveness of the technique is illustrated through a problem of selection of the antiretroviral drugs for HIV/AIDS to reduce the infection of HIV.

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!

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!

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!

Literature
2.
go back to reference Behzadian, M., Kazemzadeh, R.B., Albadvi, A., Aghdasi, M.: PROMETHEE: a comprehensive literature review on methodologies and applications. Eur. J. Oper. Res. 200, 198–215 (2010)CrossRefMATH Behzadian, M., Kazemzadeh, R.B., Albadvi, A., Aghdasi, M.: PROMETHEE: a comprehensive literature review on methodologies and applications. Eur. J. Oper. Res. 200, 198–215 (2010)CrossRefMATH
3.
go back to reference Bilsel, R.U., Buyukozkan, G., Ruan, D.: A fuzzy preference ranking model for a quality evaluation of hospital Web sites. Int. J. Intell. Syst. 21, 1181–1197 (2006)CrossRefMATH Bilsel, R.U., Buyukozkan, G., Ruan, D.: A fuzzy preference ranking model for a quality evaluation of hospital Web sites. Int. J. Intell. Syst. 21, 1181–1197 (2006)CrossRefMATH
4.
go back to reference Brans, J.P.: L’ingenierie de la decision; Elaboration d’intruments d’aide a la decision. La methode PROMETHEE. In: Nadeau, R., Landry, M. (eds.) L’aide a la decision: Nature, Instruments et Perspectives d’Avenir, pp. 183–213. Presses de I’Universite Laval, Quebec (1982) Brans, J.P.: L’ingenierie de la decision; Elaboration d’intruments d’aide a la decision. La methode PROMETHEE. In: Nadeau, R., Landry, M. (eds.) L’aide a la decision: Nature, Instruments et Perspectives d’Avenir, pp. 183–213. Presses de I’Universite Laval, Quebec (1982)
5.
go back to reference Brans, J.P., Mareschal, B.: PROMETHEE methods. In: Figueira, J., Greco, S., Ehrgott, M. (eds.) Multiple Criteria Decision Analysis: State of the Art Surveys, vol. 78, pp. 163–195. Springer, New York (2005)CrossRef Brans, J.P., Mareschal, B.: PROMETHEE methods. In: Figueira, J., Greco, S., Ehrgott, M. (eds.) Multiple Criteria Decision Analysis: State of the Art Surveys, vol. 78, pp. 163–195. Springer, New York (2005)CrossRef
6.
go back to reference Brans, J.P., Mareschal, B.: PROMETHEE V - MCDM problems with segmentation constraints. INFOR 30, 85–96 (1992)MATH Brans, J.P., Mareschal, B.: PROMETHEE V - MCDM problems with segmentation constraints. INFOR 30, 85–96 (1992)MATH
7.
go back to reference Brans, J.P., Mareschal, B.: The PROMETHEE VI procedure: how to differentiate hard from soft multicriteria problems. J. Decis. Syst. 4, 213–223 (1995)CrossRef Brans, J.P., Mareschal, B.: The PROMETHEE VI procedure: how to differentiate hard from soft multicriteria problems. J. Decis. Syst. 4, 213–223 (1995)CrossRef
8.
go back to reference Burillo, P., Bustince, H.: Entropy on intuitionistic fuzzy sets and on interval-valued fuzzy sets. Fuzzy Sets Syst. 118, 305–316 (2001)MathSciNetMATH Burillo, P., Bustince, H.: Entropy on intuitionistic fuzzy sets and on interval-valued fuzzy sets. Fuzzy Sets Syst. 118, 305–316 (2001)MathSciNetMATH
9.
go back to reference De Luca, A., Termini, S.: A definition of a non-probabilistic entropy in the setting of fuzzy sets theory. Inf. Control 20, 301–312 (1972)CrossRefMATH De Luca, A., Termini, S.: A definition of a non-probabilistic entropy in the setting of fuzzy sets theory. Inf. Control 20, 301–312 (1972)CrossRefMATH
10.
go back to reference De, S.K., Biswas, R., Roy, A.R.: An application of intuitionistic fuzzy sets in medical diagnosis. Fuzzy Sets Syst. 117, 209–213 (2001)CrossRefMATH De, S.K., Biswas, R., Roy, A.R.: An application of intuitionistic fuzzy sets in medical diagnosis. Fuzzy Sets Syst. 117, 209–213 (2001)CrossRefMATH
11.
go back to reference Goumas, M., Lygerou, V.: An extension of the PROMETHEE method for decision making in fuzzy environment: ranking of alternative energy exploitation projects. Eur. J. Oper. Res. 123, 606–613 (2000)CrossRefMATH Goumas, M., Lygerou, V.: An extension of the PROMETHEE method for decision making in fuzzy environment: ranking of alternative energy exploitation projects. Eur. J. Oper. Res. 123, 606–613 (2000)CrossRefMATH
12.
13.
go back to reference Huang, G.S., Liu, Y.S.: The fuzzy entropy of vague sets based on non-fuzzy sets. Comput. Appl. Softw. 22, 16–17 (2005) Huang, G.S., Liu, Y.S.: The fuzzy entropy of vague sets based on non-fuzzy sets. Comput. Appl. Softw. 22, 16–17 (2005)
14.
go back to reference Hung, W.L., Yang, M.S.: Fuzzy entropy on intuitionistic fuzzy sets. Int. J. Intell. Syst. 21, 443–451 (2006)CrossRefMATH Hung, W.L., Yang, M.S.: Fuzzy entropy on intuitionistic fuzzy sets. Int. J. Intell. Syst. 21, 443–451 (2006)CrossRefMATH
15.
go back to reference Joshi, D., Kumar, S.: Intuitionistic fuzzy entropy and distance measure based TOPSIS method for multi-criteria decision making. Egypt. Inform. J. 15, 97–104 (2014)CrossRef Joshi, D., Kumar, S.: Intuitionistic fuzzy entropy and distance measure based TOPSIS method for multi-criteria decision making. Egypt. Inform. J. 15, 97–104 (2014)CrossRef
16.
go back to reference Jurio, A., Paternain, D., Bustince, H., Guerra, C., Beliakov, G.: A construction method of Atanassov’s intuitionistic fuzzy sets for image processing. In: Proceedings of the Fifth IEEE Conference on Intelligent Systems, vol. 1, pp. 337–342 (2010) Jurio, A., Paternain, D., Bustince, H., Guerra, C., Beliakov, G.: A construction method of Atanassov’s intuitionistic fuzzy sets for image processing. In: Proceedings of the Fifth IEEE Conference on Intelligent Systems, vol. 1, pp. 337–342 (2010)
17.
go back to reference Le Teno, J.F., Mareschal, B.: An interval version of PROMETHEE for the comparison of building products’ design with ill-defined data on environmental quality. Eur. J. Oper. Res. 109, 522–529 (1998)CrossRefMATH Le Teno, J.F., Mareschal, B.: An interval version of PROMETHEE for the comparison of building products’ design with ill-defined data on environmental quality. Eur. J. Oper. Res. 109, 522–529 (1998)CrossRefMATH
18.
go back to reference Li, W.X., Li, B.Y.: An extension of the PROMETHEE II method based on generalized fuzzy numbers. Expert Syst. Appl. 37, 5314–5319 (2010)CrossRef Li, W.X., Li, B.Y.: An extension of the PROMETHEE II method based on generalized fuzzy numbers. Expert Syst. Appl. 37, 5314–5319 (2010)CrossRef
19.
go back to reference Liao, H., Xu, Z.S.: A VIKOR-based method for hesitant fuzzy multi-criteria decision making. Fuzzy Optim. Decis. Making 12, 373–392 (2013)MathSciNetCrossRef Liao, H., Xu, Z.S.: A VIKOR-based method for hesitant fuzzy multi-criteria decision making. Fuzzy Optim. Decis. Making 12, 373–392 (2013)MathSciNetCrossRef
20.
go back to reference Liao, H., Xu, Z.S.: Multi-criteria decision making with intuitionistic fuzzy PROMETHEE. J. Intell. Fuzzy Syst. 27, 1703–1717 (2014)MathSciNetMATH Liao, H., Xu, Z.S.: Multi-criteria decision making with intuitionistic fuzzy PROMETHEE. J. Intell. Fuzzy Syst. 27, 1703–1717 (2014)MathSciNetMATH
21.
go back to reference Mishra, A.R.: Intuitionistic fuzzy information measures with application in rating of township development. Iran. J. Fuzzy Syst. 13, 49–70 (2016)MathSciNetMATH Mishra, A.R.: Intuitionistic fuzzy information measures with application in rating of township development. Iran. J. Fuzzy Syst. 13, 49–70 (2016)MathSciNetMATH
22.
go back to reference Mishra, A.R., Jain, D., Hooda, D.S.: Intuitionistic fuzzy similarity and information measures with physical education teaching quality assessment. In: Satapathy, S.C., Raju, K.S., Mandal, J.K., Bhateja, V. (eds.) Proceedings of the Second International Conference on Computer and Communication Technologies. AISC, vol. 379, pp. 387–399. Springer, New Delhi (2016). doi:10.1007/978-81-322-2517-1_38 CrossRef Mishra, A.R., Jain, D., Hooda, D.S.: Intuitionistic fuzzy similarity and information measures with physical education teaching quality assessment. In: Satapathy, S.C., Raju, K.S., Mandal, J.K., Bhateja, V. (eds.) Proceedings of the Second International Conference on Computer and Communication Technologies. AISC, vol. 379, pp. 387–399. Springer, New Delhi (2016). doi:10.​1007/​978-81-322-2517-1_​38 CrossRef
23.
go back to reference Mishra, A.R., Hooda, D.S., Jain, D.: Weighted trigonometric and hyperbolic fuzzy information measures and their applications in optimization principles. Int. J. Comput. Math. Sci. 3, 62–68 (2014) Mishra, A.R., Hooda, D.S., Jain, D.: Weighted trigonometric and hyperbolic fuzzy information measures and their applications in optimization principles. Int. J. Comput. Math. Sci. 3, 62–68 (2014)
24.
go back to reference Mishra, A.R., Hooda, D.S., Jain, D.: On exponential fuzzy measures of information and discrimination. Int. J. Comput. Appl. 119, 01–07 (2015) Mishra, A.R., Hooda, D.S., Jain, D.: On exponential fuzzy measures of information and discrimination. Int. J. Comput. Appl. 119, 01–07 (2015)
25.
go back to reference Mishra, A.R., Jain, D., Hooda, D.S.: On fuzzy distance and induced fuzzy information measures. J. Inf. Optim. Sci. 37, 193–211 (2016)MathSciNet Mishra, A.R., Jain, D., Hooda, D.S.: On fuzzy distance and induced fuzzy information measures. J. Inf. Optim. Sci. 37, 193–211 (2016)MathSciNet
26.
go back to reference Mishra, A.R., Jain, D., Hooda, D.S.: On logarithmic fuzzy measures of information and discrimination. J. Inf. Optim. Sci. 37, 213–231 (2016)MathSciNet Mishra, A.R., Jain, D., Hooda, D.S.: On logarithmic fuzzy measures of information and discrimination. J. Inf. Optim. Sci. 37, 213–231 (2016)MathSciNet
28.
go back to reference Verma, R., Sharma, B.D.: Exponential entropy on intuitionistic fuzzy sets. Kybernetika 49, 114–127 (2013)MathSciNetMATH Verma, R., Sharma, B.D.: Exponential entropy on intuitionistic fuzzy sets. Kybernetika 49, 114–127 (2013)MathSciNetMATH
29.
go back to reference Xu, Z.S., Liao, H.C.: Intuitionistic fuzzy analytic hierarchy process. IEEE Trans. Fuzzy Syst. 22, 749–761 (2014)CrossRef Xu, Z.S., Liao, H.C.: Intuitionistic fuzzy analytic hierarchy process. IEEE Trans. Fuzzy Syst. 22, 749–761 (2014)CrossRef
30.
go back to reference Wei, C.P., Zhang, Y.: Entropy measures for interval-valued intuitionistic fuzzy sets and their application in group decision making. Math. Prob. Eng. 2015, 1–13 (2015)MathSciNet Wei, C.P., Zhang, Y.: Entropy measures for interval-valued intuitionistic fuzzy sets and their application in group decision making. Math. Prob. Eng. 2015, 1–13 (2015)MathSciNet
32.
go back to reference Zhang, K.J., Kluck, K.J., Achari, G.: A comparative approach for ranking contaminated sites based on the risk assessment paradigm using fuzzy PROMETHEE. Environ. Manage. 44, 952–967 (2009)CrossRef Zhang, K.J., Kluck, K.J., Achari, G.: A comparative approach for ranking contaminated sites based on the risk assessment paradigm using fuzzy PROMETHEE. Environ. Manage. 44, 952–967 (2009)CrossRef
33.
go back to reference Zhang, Q.S., Jiang, S.Y.: A note on information entropy measures for vague sets and its application. Inf. Sci. 178, 4184–4191 (2008)MathSciNetCrossRefMATH Zhang, Q.S., Jiang, S.Y.: A note on information entropy measures for vague sets and its application. Inf. Sci. 178, 4184–4191 (2008)MathSciNetCrossRefMATH
Metadata
Title
Intuitionistic Fuzzy PROMETHEE Technique for Multi-criteria Decision Making Problems Based on Entropy Measure
Authors
Pratibha Rani
Divya Jain
Copyright Year
2017
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-5427-3_31

Premium Partner