The Pentagonal Fuzzy Number:Its Different Representations, Properties, Ranking, Defuzzification and Application in Game Problems

In this paper, different measures of interval-valued pentagonal fuzzy numbers (IVPFN) associated with assorted membership functions (MF) were explored, considering significant exposure of multifarious interval-valued fuzzy numbers in neoteric studies. Also, the idea of MF is generalized somewhat to...

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Main Authors: Avishek Chakraborty, Sankar Prasad Mondal, Shariful Alam, Ali Ahmadian, Norazak Senu, Debashis De, Soheil Salahshour
Format: Article
Language:English
Published: MDPI AG 2019-02-01
Series:Symmetry
Subjects:
Online Access:https://www.mdpi.com/2073-8994/11/2/248
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spelling doaj-f5dc5697ff1b4bf9b2faa2b69b678caa2020-11-25T02:11:08ZengMDPI AGSymmetry2073-89942019-02-0111224810.3390/sym11020248sym11020248The Pentagonal Fuzzy Number:Its Different Representations, Properties, Ranking, Defuzzification and Application in Game ProblemsAvishek Chakraborty0Sankar Prasad Mondal1Shariful Alam2Ali Ahmadian3Norazak Senu4Debashis De5Soheil Salahshour6Department of Basic Science, Narula Institute of Technology, Agarpara, Kolkata-700109, IndiaDepartment of Natural Science, Maulana Abul Kalam Azad University of Technology, West Bengal, Haringhata, Nadia, West Bengal 741249, IndiaDepartment of Mathematics, Indian Institute of Engineering Science and Technology, Shibpur, Howrah-711103, IndiaLaboratory of Computational Sciences and Mathematical Physics, Institute for Mathematical Research, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, MalaysiaLaboratory of Computational Sciences and Mathematical Physics, Institute for Mathematical Research, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, MalaysiaDepartment of Computer Science and Engineering, Maulana Abul Kalam Azad University of Technology, West Bengal, Haringhata, Nadia, West Bengal 741249, IndiaYoung Researchers and Elite Club, Mobarakeh Branch, Islamic Azad University, Mobarakeh, IranIn this paper, different measures of interval-valued pentagonal fuzzy numbers (IVPFN) associated with assorted membership functions (MF) were explored, considering significant exposure of multifarious interval-valued fuzzy numbers in neoteric studies. Also, the idea of MF is generalized somewhat to nonlinear membership functions for viewing the symmetries and asymmetries of the pentagonal fuzzy structures. Accordingly, the construction of level sets, for each case of linear and nonlinear MF was also carried out. Besides, defuzzification was undertaken using three methods and a ranking method, which were also the main features of this framework. The developed intellects were implemented in a game problem by taking the parameters as PFNs, ultimately resulting in a new direction for modeling real world problems and to comprehend the uncertainty of the parameters more precisely in the evaluation process.https://www.mdpi.com/2073-8994/11/2/248pentagonal fuzzy number (PFN)non-linear interval-valued fuzzy numberrankingdefuzzification
collection DOAJ
language English
format Article
sources DOAJ
author Avishek Chakraborty
Sankar Prasad Mondal
Shariful Alam
Ali Ahmadian
Norazak Senu
Debashis De
Soheil Salahshour
spellingShingle Avishek Chakraborty
Sankar Prasad Mondal
Shariful Alam
Ali Ahmadian
Norazak Senu
Debashis De
Soheil Salahshour
The Pentagonal Fuzzy Number:Its Different Representations, Properties, Ranking, Defuzzification and Application in Game Problems
Symmetry
pentagonal fuzzy number (PFN)
non-linear interval-valued fuzzy number
ranking
defuzzification
author_facet Avishek Chakraborty
Sankar Prasad Mondal
Shariful Alam
Ali Ahmadian
Norazak Senu
Debashis De
Soheil Salahshour
author_sort Avishek Chakraborty
title The Pentagonal Fuzzy Number:Its Different Representations, Properties, Ranking, Defuzzification and Application in Game Problems
title_short The Pentagonal Fuzzy Number:Its Different Representations, Properties, Ranking, Defuzzification and Application in Game Problems
title_full The Pentagonal Fuzzy Number:Its Different Representations, Properties, Ranking, Defuzzification and Application in Game Problems
title_fullStr The Pentagonal Fuzzy Number:Its Different Representations, Properties, Ranking, Defuzzification and Application in Game Problems
title_full_unstemmed The Pentagonal Fuzzy Number:Its Different Representations, Properties, Ranking, Defuzzification and Application in Game Problems
title_sort pentagonal fuzzy number:its different representations, properties, ranking, defuzzification and application in game problems
publisher MDPI AG
series Symmetry
issn 2073-8994
publishDate 2019-02-01
description In this paper, different measures of interval-valued pentagonal fuzzy numbers (IVPFN) associated with assorted membership functions (MF) were explored, considering significant exposure of multifarious interval-valued fuzzy numbers in neoteric studies. Also, the idea of MF is generalized somewhat to nonlinear membership functions for viewing the symmetries and asymmetries of the pentagonal fuzzy structures. Accordingly, the construction of level sets, for each case of linear and nonlinear MF was also carried out. Besides, defuzzification was undertaken using three methods and a ranking method, which were also the main features of this framework. The developed intellects were implemented in a game problem by taking the parameters as PFNs, ultimately resulting in a new direction for modeling real world problems and to comprehend the uncertainty of the parameters more precisely in the evaluation process.
topic pentagonal fuzzy number (PFN)
non-linear interval-valued fuzzy number
ranking
defuzzification
url https://www.mdpi.com/2073-8994/11/2/248
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