Skip to main content
Top
Published in: Granular Computing 4/2022

27-01-2022 | Original Paper

Aggregation operators of Pythagorean fuzzy bi-polar soft sets with application in multiple attribute decision making

Authors: Aurang Zeb, Asghar Khan, Muhammad Fayaz, Muhammad Izhar

Published in: Granular Computing | Issue 4/2022

Log in

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

search-config
loading …

Abstract

It is always useful to have information assembled or fused into a single value that represents the whole class of information. Aggregation operators (AOs) play a vital role in combining information. Therefore in this paper, we will investigate the multiple attribute decision-making problems using AOs that are developed in the environment of Pythagorean fuzzy bi-polar soft set (PFBSS). First, the concept of PFBSS is presented which is based on the novel fuzzy bi-polar soft sets (FBSS). We have developed Pythagorean fuzzy bi-polar soft aggregation operators like, Pythagorean fuzzy bi-polar soft- weighted averaging (PFBSWA) operator, Pythagorean fuzzy bi-polar soft-ordered weighted averaging operator (PFBSOW), Pythagorean fuzzy bi-polar soft- weighted geometric (PFBSWG) operator, and Pythagorean fuzzy bi-polar soft-ordered weighted geometric (PFBSOWG) operator. Basic properties of these aggregation operators are studied. Next, we have used these operators to develop some approaches for solving Pythagorean fuzzy bi-polar soft multiple attribute decision-making problems. At the end, a practical example is provided and the stability of the proposed method has been shown by providing the comparative analysis with some existing work.

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
go back to reference Abdullah S, Aslam M, Ullah K (2014) Bipolar fuzzy soft sets and its applications in decision making problem. J Intell Fuzzy Syst 27(2):729–742MathSciNetCrossRef Abdullah S, Aslam M, Ullah K (2014) Bipolar fuzzy soft sets and its applications in decision making problem. J Intell Fuzzy Syst 27(2):729–742MathSciNetCrossRef
go back to reference Alcantud JCR, Santos-García G (2017) A new criterion for soft set based decision making problems under incomplete information. Int J Comput Intell Syst 10(1):394–404CrossRef Alcantud JCR, Santos-García G (2017) A new criterion for soft set based decision making problems under incomplete information. Int J Comput Intell Syst 10(1):394–404CrossRef
go back to reference Atanassov KT (1986) Intuitionistic fuzzy sets. Fuzzy Sets Syst 20(1):87–96MATH Atanassov KT (1986) Intuitionistic fuzzy sets. Fuzzy Sets Syst 20(1):87–96MATH
go back to reference Çağman N, Karataş S (2013) Intuitionistic fuzzy soft set theory and its decision making. J Intell Fuzzy Syst 24(4):829–836MathSciNetCrossRef Çağman N, Karataş S (2013) Intuitionistic fuzzy soft set theory and its decision making. J Intell Fuzzy Syst 24(4):829–836MathSciNetCrossRef
go back to reference Chen SM (1997) Interval-valued fuzzy hypergraph and fuzzy partition. IEEE Trans Syst Man and Cybern Part B (Cybern) 27(4):725–733CrossRef Chen SM (1997) Interval-valued fuzzy hypergraph and fuzzy partition. IEEE Trans Syst Man and Cybern Part B (Cybern) 27(4):725–733CrossRef
go back to reference Chen SM, Hsiao WH (2000) Bidirectional approximate reasoning for rule-based systems using interval-valued fuzzy sets. Fuzzy Sets Syst 113(2):185–203MathSciNetCrossRef Chen SM, Hsiao WH (2000) Bidirectional approximate reasoning for rule-based systems using interval-valued fuzzy sets. Fuzzy Sets Syst 113(2):185–203MathSciNetCrossRef
go back to reference Chen SM, Randyanto Y (2013) A novel similarity measure between intuitionistic fuzzy sets and its applications. Int J Pattern Recognit Artif Intell 27(07):1350021CrossRef Chen SM, Randyanto Y (2013) A novel similarity measure between intuitionistic fuzzy sets and its applications. Int J Pattern Recognit Artif Intell 27(07):1350021CrossRef
go back to reference Chen SM, Hsiao WH, Jong WT (1997) Bidirectional approximate reasoning based on interval-valued fuzzy sets. Fuzzy Sets Syst 91(3):339–353MathSciNetCrossRef Chen SM, Hsiao WH, Jong WT (1997) Bidirectional approximate reasoning based on interval-valued fuzzy sets. Fuzzy Sets Syst 91(3):339–353MathSciNetCrossRef
go back to reference Chen SM, Chang YC, Pan JS (2012) Fuzzy rules interpolation for sparse fuzzy rule-based systems based on interval type-2 gaussian fuzzy sets and genetic algorithms. IEEE Trans Fuzzy Syst 21(3):412–425CrossRef Chen SM, Chang YC, Pan JS (2012) Fuzzy rules interpolation for sparse fuzzy rule-based systems based on interval type-2 gaussian fuzzy sets and genetic algorithms. IEEE Trans Fuzzy Syst 21(3):412–425CrossRef
go back to reference Chen SM, Randyanto Y, Cheng SH (2016) Fuzzy queries processing based on intuitionistic fuzzy social relational networks. Inf Sci 327:110–124MathSciNetCrossRef Chen SM, Randyanto Y, Cheng SH (2016) Fuzzy queries processing based on intuitionistic fuzzy social relational networks. Inf Sci 327:110–124MathSciNetCrossRef
go back to reference Kirişci M (2019) A case study for medical decision making with the fuzzy soft sets. Afrika Matematika 31:1–8MathSciNet Kirişci M (2019) A case study for medical decision making with the fuzzy soft sets. Afrika Matematika 31:1–8MathSciNet
go back to reference Lee K (2000) Bipolar-valued fuzzy sets and their operations. In: Proceedings of international conference on intelligent technologies, Bangkok, Thailand, 2000, pp 307–312 Lee K (2000) Bipolar-valued fuzzy sets and their operations. In: Proceedings of international conference on intelligent technologies, Bangkok, Thailand, 2000, pp 307–312
go back to reference Liu P, Chen SM, Wang Y (2020) Multiattribute group decision making based on intuitionistic fuzzy partitioned maclaurin symmetric mean operators. Inf Sci 512:830–854MathSciNetCrossRef Liu P, Chen SM, Wang Y (2020) Multiattribute group decision making based on intuitionistic fuzzy partitioned maclaurin symmetric mean operators. Inf Sci 512:830–854MathSciNetCrossRef
go back to reference Maji P, Roy AR, Biswas R (2002) An application of soft sets in a decision making problem. Comput Math Appl 44(8–9):1077–1083MathSciNetCrossRef Maji P, Roy AR, Biswas R (2002) An application of soft sets in a decision making problem. Comput Math Appl 44(8–9):1077–1083MathSciNetCrossRef
go back to reference Mohana K, Jansi R (2018) Bipolar pythagorean fuzzy sets and their application based on multi-criteria decision-making problems. Int J Res Advent Technol 6:3754–764 Mohana K, Jansi R (2018) Bipolar pythagorean fuzzy sets and their application based on multi-criteria decision-making problems. Int J Res Advent Technol 6:3754–764
go back to reference Naz M, Shabir M (2014) On fuzzy bipolar soft sets, their algebraic structures and applications. J Intell Fuzzy Syst 26(4):1645–1656MathSciNetCrossRef Naz M, Shabir M (2014) On fuzzy bipolar soft sets, their algebraic structures and applications. J Intell Fuzzy Syst 26(4):1645–1656MathSciNetCrossRef
go back to reference Rahman K, Ali A, Shakeel M, Khan MA, Ullah M (2017) Pythagorean fuzzy weighted averaging aggregation operator and its application to decision making theory. Nucleus 54(3):190–196 Rahman K, Ali A, Shakeel M, Khan MA, Ullah M (2017) Pythagorean fuzzy weighted averaging aggregation operator and its application to decision making theory. Nucleus 54(3):190–196
go back to reference Roy AR, Maji P (2007) A fuzzy soft set theoretic approach to decision making problems. J Comput Appl Math 203(2):412–418CrossRef Roy AR, Maji P (2007) A fuzzy soft set theoretic approach to decision making problems. J Comput Appl Math 203(2):412–418CrossRef
go back to reference Saeed M, Ali U, Ali J, Dayan F (2020) Fuzzy soft relative method and its application in decision making problem: fuzzy soft relative method and its application in decision making problem. Proc Pak Acad Sci Phys Comput Sci 57(1):21–30 Saeed M, Ali U, Ali J, Dayan F (2020) Fuzzy soft relative method and its application in decision making problem: fuzzy soft relative method and its application in decision making problem. Proc Pak Acad Sci Phys Comput Sci 57(1):21–30
go back to reference Senapati T, Yager RR (2020) Fermatean fuzzy sets. J Ambient Intell Humaniz Comput 11(2):663–674CrossRef Senapati T, Yager RR (2020) Fermatean fuzzy sets. J Ambient Intell Humaniz Comput 11(2):663–674CrossRef
go back to reference Wang L, Qin K (2019) Incomplete fuzzy soft sets and their application to decision-making. Symmetry 11(4):535CrossRef Wang L, Qin K (2019) Incomplete fuzzy soft sets and their application to decision-making. Symmetry 11(4):535CrossRef
go back to reference Wei G, Alsaadi FE, Hayat T, Alsaedi A (2018) Bipolar fuzzy Hamacher aggregation operators in multiple attribute decision making. Int J Fuzzy Syst 20(1):1–12MathSciNetCrossRef Wei G, Alsaadi FE, Hayat T, Alsaedi A (2018) Bipolar fuzzy Hamacher aggregation operators in multiple attribute decision making. Int J Fuzzy Syst 20(1):1–12MathSciNetCrossRef
go back to reference Xu Z, Hu H (2010) Projection models for intuitionistic fuzzy multiple attribute decision making. Int J Inf Technol Decis Mak 9(02):267–280CrossRef Xu Z, Hu H (2010) Projection models for intuitionistic fuzzy multiple attribute decision making. Int J Inf Technol Decis Mak 9(02):267–280CrossRef
go back to reference Yager RR (2013) Pythagorean fuzzy subsets. In: 2013 Joint IFSA world congress and NAFIPS annual meeting (IFSA/NAFIPS), IEEE, pp 57–61 Yager RR (2013) Pythagorean fuzzy subsets. In: 2013 Joint IFSA world congress and NAFIPS annual meeting (IFSA/NAFIPS), IEEE, pp 57–61
go back to reference Zeb A, Khan A, Izhar M, Hila K (2021) Aggregation operators of fuzzy bi-polar soft sets and its application in decision making. J Multi Valued Logic Soft Comput 36(6):569–599 Zeb A, Khan A, Izhar M, Hila K (2021) Aggregation operators of fuzzy bi-polar soft sets and its application in decision making. J Multi Valued Logic Soft Comput 36(6):569–599
go back to reference Zeng S, Chen SM, Kuo LW (2019) Multiattribute decision making based on novel score function of intuitionistic fuzzy values and modified vikor method. Inf Sci 488:76–92CrossRef Zeng S, Chen SM, Kuo LW (2019) Multiattribute decision making based on novel score function of intuitionistic fuzzy values and modified vikor method. Inf Sci 488:76–92CrossRef
go back to reference Zhang Z, Chen SM, Wang C (2020) Group decision making with incomplete intuitionistic multiplicative preference relations. Inf Sci 516:560–571MathSciNetCrossRef Zhang Z, Chen SM, Wang C (2020) Group decision making with incomplete intuitionistic multiplicative preference relations. Inf Sci 516:560–571MathSciNetCrossRef
go back to reference Zou XY, Chen SM, Fan KY (2020) Multiple attribute decision making using improved intuitionistic fuzzy weighted geometric operators of intuitionistic fuzzy values. Inf Sci 535:242–253MathSciNetCrossRef Zou XY, Chen SM, Fan KY (2020) Multiple attribute decision making using improved intuitionistic fuzzy weighted geometric operators of intuitionistic fuzzy values. Inf Sci 535:242–253MathSciNetCrossRef
Metadata
Title
Aggregation operators of Pythagorean fuzzy bi-polar soft sets with application in multiple attribute decision making
Authors
Aurang Zeb
Asghar Khan
Muhammad Fayaz
Muhammad Izhar
Publication date
27-01-2022
Publisher
Springer International Publishing
Published in
Granular Computing / Issue 4/2022
Print ISSN: 2364-4966
Electronic ISSN: 2364-4974
DOI
https://doi.org/10.1007/s41066-021-00307-w

Other articles of this Issue 4/2022

Granular Computing 4/2022 Go to the issue

Premium Partner