q‐Rung orthopair fuzzy soft average aggregation operators and their application in multicriteria decision‐making

Molodtsov investigated the pioneer notion of soft set (SfS) which provides a general framework for mathematical problems by affix parameterization tools during the analysis as compared to fuzzy set and q‐rung orthopair fuzzy set (q‐ROFS). The aim of this manuscript is to investigate the notion of q‐rung orthopair fuzzy soft set (q‐ROFSfS), which provide a lay of foundation for those difficulties and complexities which the contemporary theories face during the study of uncertainty. Therefore, our main contribution in this manuscript is to investigate the q‐rung orthopair fuzzy soft weighted averaging, q‐rung orthopair fuzzy soft ordered weighted averaging and q‐rung orthopair fuzzy soft hybrid averaging operators in q‐ROF soft (q‐ROFSf) environment. Further, the fundamental properties of these aggregation operators are studied. On the base of developed approach an algorithm for multicriteria decision making method is being presented. An application of medical diagnosis problems is solved on the proposed algorithm under the q‐ROFSf environment. Finally, comparison between the developed operators with some existing operators are being presented showing the superiority and efficiency of the developed approach than the existing literature.

[1]  Huayou Chen,et al.  Intuitionistic fuzzy geometric interaction averaging operators and their application to multi-criteria decision making , 2014, Inf. Sci..

[2]  Tahir Mahmood,et al.  Rough Pythagorean fuzzy ideals in semigroups , 2019, Computational and Applied Mathematics.

[3]  Ronald R. Yager,et al.  Generalized Orthopair Fuzzy Sets , 2017, IEEE Transactions on Fuzzy Systems.

[4]  Zeshui Xu,et al.  Projection Models for Intuitionistic Fuzzy Multiple Attribute Decision Making , 2010, Int. J. Inf. Technol. Decis. Mak..

[5]  Ronald R. Yager,et al.  Pythagorean Membership Grades in Multicriteria Decision Making , 2014, IEEE Transactions on Fuzzy Systems.

[6]  Robert LIN,et al.  NOTE ON FUZZY SETS , 2014 .

[7]  Peng Wang,et al.  Some q‐Rung Orthopair Fuzzy Aggregation Operators and their Applications to Multiple‐Attribute Decision Making , 2018, Int. J. Intell. Syst..

[8]  Krassimir T. Atanassov,et al.  Intuitionistic fuzzy sets , 1986 .

[9]  Harish Garg,et al.  Exponential operation and aggregation operator for q‐rung orthopair fuzzy set and their decision‐making method with a new score function , 2018, Int. J. Intell. Syst..

[10]  Yong Tang,et al.  An adjustable approach to intuitionistic fuzzy soft sets based decision making , 2011 .

[11]  Runtong Zhang,et al.  Some q-rung orthopair fuzzy point weighted aggregation operators for multi-attribute decision making , 2019, Soft Comput..

[12]  Yong Yang,et al.  Some Results for Pythagorean Fuzzy Sets , 2015, Int. J. Intell. Syst..

[13]  Xin Wang,et al.  Generalized intuitionistic fuzzy soft sets and multiattribute decision making , 2011, 2011 4th International Conference on Biomedical Engineering and Informatics (BMEI).

[14]  Muhammad Irfan Ali,et al.  Another view on q‐rung orthopair fuzzy sets , 2018, Int. J. Intell. Syst..

[15]  Harish Garg,et al.  Novel intuitionistic fuzzy decision making method based on an improved operation laws and its application , 2017, Eng. Appl. Artif. Intell..

[16]  Zeshui Xu,et al.  Symmetric Pythagorean Fuzzy Weighted Geometric/Averaging Operators and Their Application in Multicriteria Decision‐Making Problems , 2016, Int. J. Intell. Syst..

[17]  Ronald R. Yager,et al.  Pythagorean fuzzy subsets , 2013, 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS).

[18]  Peide Liu,et al.  Some q‐Rung Orthopai Fuzzy Bonferroni Mean Operators and Their Application to Multi‐Attribute Group Decision Making , 2018, Int. J. Intell. Syst..

[19]  Xiaoyan Liu,et al.  On some new operations in soft set theory , 2009, Comput. Math. Appl..

[20]  Harish Garg,et al.  A robust aggregation operators for multi-criteria decision-making with intuitionistic fuzzy soft set environment , 2017 .

[21]  Ronald R. Yager,et al.  Pythagorean Membership Grades, Complex Numbers, and Decision Making , 2013, Int. J. Intell. Syst..

[22]  Zeshui Xu,et al.  Intuitionistic Fuzzy Aggregation Operators , 2007, IEEE Transactions on Fuzzy Systems.

[23]  Harish Garg,et al.  Generalized intuitionistic fuzzy interactive geometric interaction operators using Einstein t-norm and t-conorm and their application to decision making , 2016, Comput. Ind. Eng..

[24]  Harish Garg,et al.  A New Generalized Pythagorean Fuzzy Information Aggregation Using Einstein Operations and Its Application to Decision Making , 2016, Int. J. Intell. Syst..

[25]  Athar Kharal,et al.  On Fuzzy Soft Sets , 2009, Adv. Fuzzy Syst..

[26]  Theresa Beaubouef,et al.  Rough Sets , 2019, Lecture Notes in Computer Science.

[27]  Weize Wang,et al.  Intuitionistic Fuzzy Information Aggregation Using Einstein Operations , 2012, IEEE Transactions on Fuzzy Systems.

[28]  D. Molodtsov Soft set theory—First results , 1999 .

[29]  Zeshui Xu,et al.  Some geometric aggregation operators based on intuitionistic fuzzy sets , 2006, Int. J. Gen. Syst..

[30]  Harish Garg,et al.  Generalized Pythagorean Fuzzy Geometric Aggregation Operators Using Einstein t‐Norm and t‐Conorm for Multicriteria Decision‐Making Process , 2017, Int. J. Intell. Syst..

[31]  Xindong Peng,et al.  Fundamental Properties of Pythagorean Fuzzy Aggregation Operators , 2016, Fundam. Informaticae.

[32]  Tahir Mahmood,et al.  Hesitant q-rung orthopair fuzzy aggregation operators with their applications in multi-criteria decision making , 2020 .

[33]  Ronald R. Yager,et al.  On ordered weighted averaging aggregation operators in multicriteria decision-making , 1988 .

[34]  Bing-Yuan Cao,et al.  Another View of Aggregation Operators on Group-Based Generalized Intuitionistic Fuzzy Soft Sets: Multi-Attribute Decision Making Methods , 2018, Symmetry.

[35]  Ronald R. Yager,et al.  On ordered weighted averaging aggregation operators in multicriteria decisionmaking , 1988, IEEE Trans. Syst. Man Cybern..

[36]  Tahir Mahmood,et al.  Covering based q-rung orthopair fuzzy rough set model hybrid with TOPSIS for multi-attribute decision making , 2019, J. Intell. Fuzzy Syst..

[37]  Jun Ye,et al.  Intuitionistic fuzzy hybrid arithmetic and geometric aggregation operators for the decision-making of mechanical design schemes , 2017, Applied Intelligence.

[38]  Ronald R. Yager,et al.  Another View on Generalized Intuitionistic Fuzzy Soft Sets and Related Multiattribute Decision Making Methods , 2019, IEEE Transactions on Fuzzy Systems.