Single-valued neutrosophic linguistic reducible weighted MSM for tourism mobile e-commerce service quality evaluation

The tourism mobile e-commerce service quality evaluation (TMESQE) is of great concern to enterprises for enriching the service content of the enterprise and improving its market competitiveness. The key issue arises tremendous vagueness and reciprocity for TMESQE. The Maclaurin symmetric mean (MSM), as a vital information fusion tool, can capture the reciprocity among multiple given argument more effectually. Amount of weighted MSMs have been presented for dealing various neutrosophic information integration issues because the arguments are hourly interoperable. However, these kinds of weighted MSM (WMSM) operators are out of the reducibility or idempotency. To solve two above issues, we introduce the single-valued neutrosophic linguistic reducible WMSM (SVNLRWMSM) operator and the single-valued neutrosophic linguistic reducible weighted dual MSM (SVNLRWDMSM) operator. In the meantime, certain interesting properties and some special cases of developed operators are explored in detail. Whereafter, we develop two multiple attribute decision making (MADM) algorithms based on SVNLRWMSM and SVNLRWDMSM for dealing the TMESQE issue, along with the sensitivity analysis of various parameter values on final ordering. Conclusively, a comparison with some existing algorithms has been conducted for showing their availability.

[1]  Peng Wang,et al.  Multiple-Attribute Decision-Making Based on Archimedean Bonferroni Operators of q-Rung Orthopair Fuzzy Numbers , 2019, IEEE Transactions on Fuzzy Systems.

[2]  Zhang-peng Tian,et al.  Simplified Neutrosophic Linguistic Multi-criteria Group Decision-Making Approach to Green Product Development , 2017 .

[3]  Xindong Peng,et al.  Pythagorean fuzzy set: state of the art and future directions , 2017, Artificial Intelligence Review.

[4]  Jun Ye,et al.  An extended TOPSIS method for multiple attribute group decision making based on single valued neutrosophic linguistic numbers , 2015, J. Intell. Fuzzy Syst..

[5]  Witold Pedrycz,et al.  Hesitant Fuzzy Maclaurin Symmetric Mean Operators and Its Application to Multiple-Attribute Decision Making , 2015, Int. J. Fuzzy Syst..

[6]  Yong Liang,et al.  Hybrid L1/2  + 2 method for gene selection in the Cox proportional hazards model. , 2018, Computer methods and programs in biomedicine.

[7]  Xindong Peng,et al.  A bibliometric analysis of neutrosophic set: two decades review from 1998 to 2017 , 2018, Artificial Intelligence Review.

[8]  Shyi-Ming Chen,et al.  Multiple-Attribute Group Decision-Making Based on q-Rung Orthopair Fuzzy Power Maclaurin Symmetric Mean Operators , 2020, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[9]  Peide Liu,et al.  Maclaurin symmetric mean operators of linguistic intuitionistic fuzzy numbers and their application to multiple-attribute decision-making , 2017, J. Exp. Theor. Artif. Intell..

[10]  Na Li,et al.  Pythagorean fuzzy interaction power Bonferroni mean aggregation operators in multiple attribute decision making , 2020, Int. J. Intell. Syst..

[11]  Chong Liu,et al.  Algorithms for neutrosophic soft decision making based on EDAS, new similarity measure and level soft set , 2018, J. Intell. Fuzzy Syst..

[12]  Minghua Shi,et al.  Intuitionistic fuzzy reducible weighted Maclaurin symmetric means and their application in multiple-attribute decision making , 2018, Soft Comput..

[13]  Rajshekhar Sunderraman,et al.  Single Valued Neutrosophic Sets , 2010 .

[14]  Fajie Wei,et al.  Approaches to comprehensive evaluation with 2-tuple linguistic information , 2015, J. Intell. Fuzzy Syst..

[15]  Peide Liu,et al.  Bonferroni harmonic mean operators based on two-dimensional uncertain linguistic information and their applications in land utilization ratio evaluation , 2018 .

[16]  Wei Yang,et al.  New Pythagorean Fuzzy Interaction Maclaurin Symmetric Mean Operators and Their Application in Multiple Attribute Decision Making , 2018, IEEE Access.

[17]  Xiaoyue Liu,et al.  Some new intuitionistic linguistic aggregation operators based on Maclaurin symmetric mean and their applications to multiple attribute group decision making , 2016, Soft Comput..

[18]  Jian-qiang Wang,et al.  Selecting Project Delivery Systems Based on Simplified Neutrosophic Linguistic Preference Relations , 2017, Symmetry.

[19]  Yanbing Ju,et al.  Multiple attribute group decision making based on Maclaurin symmetric mean operator under single-valued neutrosophic interval 2-tuple linguistic environment , 2018, J. Intell. Fuzzy Syst..

[20]  Hong-yu Zhang,et al.  Hesitant Fuzzy Linguistic Maclaurin Symmetric Mean Operators and their Applications to Multi‐Criteria Decision‐Making Problem , 2018, Int. J. Intell. Syst..

[21]  Jindong Qin,et al.  Approaches to uncertain linguistic multiple attribute decision making based on dual Maclaurin symmetric mean , 2015, J. Intell. Fuzzy Syst..

[22]  Hai-Hui Huang,et al.  An integrative analysis system of gene expression using self-paced learning and SCAD-Net , 2019, Expert Syst. Appl..

[23]  Jing Wang,et al.  Simplified neutrosophic linguistic normalized weighted Bonferroni mean operator and its application to multi-criteria decision-making problems , 2015 .

[24]  Kun Yu,et al.  Some Interval Neutrosophic Linguistic Maclaurin Symmetric Mean Operators and Their Application in Multiple Attribute Decision Making , 2018, Symmetry.

[25]  Jun Ye.  Aggregation operators of neutrosophic linguistic numbers for multiple attribute group decision making , 2016, SpringerPlus.

[26]  Peide Liu,et al.  Maclaurin symmetric Means for Linguistic Z-numbers and Their Application to Multiple-Attribute Decision Making , 2020 .

[27]  Jianming Zhan,et al.  A survey of parameter reduction of soft sets and corresponding algorithms , 2019, Artificial Intelligence Review.

[28]  Jindong Qin,et al.  An approach to intuitionistic fuzzy multiple attribute decision making based on Maclaurin symmetric mean operators , 2014, J. Intell. Fuzzy Syst..

[29]  Ana Paula Lopes,et al.  Regional tourism competitiveness using the PROMETHEE approach , 2018, Annals of Tourism Research.

[30]  Ji Chen,et al.  An OWA Distance-Based, Single-Valued Neutrosophic Linguistic TOPSIS Approach for Green Supplier Evaluation and Selection in Low-Carbon Supply Chains , 2018, International journal of environmental research and public health.

[31]  Peide Liu,et al.  An approach based on linguistic spherical fuzzy sets for public evaluation of shared bicycles in China , 2020, Eng. Appl. Artif. Intell..

[32]  Shyi-Ming Chen,et al.  Multiattribute group decision making based on intuitionistic fuzzy partitioned Maclaurin symmetric mean operators , 2020, Inf. Sci..

[33]  Hong-yu Zhang,et al.  Selecting an outsourcing provider based on the combined MABAC-ELECTRE method using single-valued neutrosophic linguistic sets , 2018, Comput. Ind. Eng..

[34]  Jie Wang,et al.  Some q‐rung orthopair fuzzy maclaurin symmetric mean operators and their applications to potential evaluation of emerging technology commercialization , 2018, Int. J. Intell. Syst..

[35]  Xindong Peng,et al.  Approaches to single-valued neutrosophic MADM based on MABAC, TOPSIS and new similarity measure with score function , 2018, Neural Computing and Applications.

[36]  Lin Li,et al.  Multi-criteria decision-making method based on single-valued neutrosophic linguistic Maclaurin symmetric mean operators , 2016, Neural Computing and Applications.

[37]  Xindong Peng,et al.  New operations for interval-valued Pythagorean fuzzy set , 2018 .

[38]  Xindong Peng,et al.  ALGORITHMS FOR INTERVAL NEUTROSOPHIC MULTIPLE ATTRIBUTE DECISION-MAKING BASED ON MABAC, SIMILARITY MEASURE, AND EDAS , 2018 .

[39]  Zhang-peng Tian,et al.  An improved MULTIMOORA approach for multi-criteria decision-making based on interdependent inputs of simplified neutrosophic linguistic information , 2017, Neural Computing and Applications.

[40]  Ruipu Tan,et al.  Some Generalized Single Valued Neutrosophic Linguistic Operators and Their Application to Multiple Attribute Group Decision Making , 2017 .

[41]  Xiaohong Zhang,et al.  Some Maclaurin Symmetric Mean Operators for Single-Valued Trapezoidal Neutrosophic Numbers and Their Applications to Group Decision Making , 2018, Int. J. Fuzzy Syst..

[42]  Zeshui Xu,et al.  TODIM-based multi-criteria decision-making method with hesitant fuzzy linguistic term sets , 2019, Artificial Intelligence Review.

[43]  Guiwu Wei,et al.  Pythagorean Fuzzy Maclaurin Symmetric Mean Operators in Multiple Attribute Decision Making , 2018, Int. J. Intell. Syst..

[44]  Kevin Hannam,et al.  Reconceptualising home in seasonal Chinese tourism mobilities , 2018, Annals of Tourism Research.

[45]  Xu Zhang,et al.  Multi-Criteria Decision-Making Method Based on Simplified Neutrosophic Linguistic Information with Cloud Model , 2018, Symmetry.