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Volume 6 Issue 2
Mar.  2019

IEEE/CAA Journal of Automatica Sinica

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Chunfang Liu and Yuesheng Luo, "Power Aggregation Operators of Simplified Neutrosophic Sets and Their Use in Multi-attribute Group Decision Making," IEEE/CAA J. Autom. Sinica, vol. 6, no. 2, pp. 575-583, Mar. 2019. doi: 10.1109/JAS.2017.7510424
Citation: Chunfang Liu and Yuesheng Luo, "Power Aggregation Operators of Simplified Neutrosophic Sets and Their Use in Multi-attribute Group Decision Making," IEEE/CAA J. Autom. Sinica, vol. 6, no. 2, pp. 575-583, Mar. 2019. doi: 10.1109/JAS.2017.7510424

Power Aggregation Operators of Simplified Neutrosophic Sets and Their Use in Multi-attribute Group Decision Making

doi: 10.1109/JAS.2017.7510424
Funds:

the National Natural Science Foundation of China 11401084

Harbin Science Technology Innovation Talent Research Fund 2016RQQXJ230

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  • The simplified neutrosophic set (SNS) is a useful generalization of the fuzzy set that is designed for some practical situations in which each element has different truth membership function, indeterminacy membership function and falsity membership function. In this paper, we develop a series of power aggregation operators called simplified neutrosophic number power weighted averaging (SNNPWA) operator, simplified neutrosophic number power weighted geometric (SNNPWG) operator, simplified neutrosophic number power ordered weighted averaging (SNNPOWA) operator and simplified neutrosophic number power ordered weighted geometric (SNNPOWG) operator. We present some useful properties of the operators and discuss the relationships among them. Moreover, an approach to multi-attribute group decision making (MAGDM) within the framework of SNSs is developed by the above aggregation operators. Finally, a practical application of the developed approach to deal with the problem of investment is given, and the result shows that our approach is reasonable and effective in dealing with uncertain decision making problems.

     

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  • [1]
    L. A. Zadeh, "Fuzzy sets, " Inf. Control, vol. 8, no. 3, pp. 338-353, Jun. 1965.
    [2]
    L. A. Zadeh, "Is there a need for fuzzy logic?, " Inf. Sci., vol. 178, no. 13, pp. 2751-2779, Jul. 2008.
    [3]
    L. A. Zadeh, "The concept of a linguistic variable and its application to approximate reasoning (I), " Inf. Sci., vol. 8, no. 3, pp. 199-249, 1975. doi: 10.1016/0020-0255(75)90036-5
    [4]
    D. Molodtsov, "Soft set theory——first results, " Comp. Math. Appl., vol. 37, no. 4-5, pp. 19-31, Feb.-Mar. 1999. https://www.mendeley.com/catalogue/soft-set-theoryfirst-results/
    [5]
    K. T. Atanassov, "Intuitionistic fuzzy sets, " Fuzzy Sets Syst., vol. 20, no. 1, pp. 87-96, Aug. 1986.
    [6]
    K. Atanassov and G. Gargov, "Interval valued intuitionistic fuzzy sets, " Fuzzy Sets Syst., vol. 31, no. 3, pp. 343-349, Jul. 1989. https://www.mendeley.com/catalogue/interval-valued-intuitionistic-fuzzy-sets/
    [7]
    V. Torra, "Hesitant fuzzy sets, " Int. J. Intell. Syst., vol. 25, no. 6, pp. 529 -539, Jun. 2010. https://www.onacademic.com/detail/journal_1000033851147710_7441.html
    [8]
    F. Smarandache, "Neutrosophy, " in Neutrosophic Probability, Set, and Logic, ProQuest Information & Learning, Ann Arbor, Michigan, USA, 1998.
    [9]
    Y. J. Zhang, P. H. Li, Y. Z. Wang, P. J. Ma, and X. H. Su, "Multiattribute decision making based on entropy under interval-valued intuitionistic fuzzy environment, " Math. Probl. Eng., vol. 2013, Article ID, 526871, 2013. https://www.mendeley.com/catalogue/multiattribute-group-decision-making-under-intervalvalued-intuitionistic-fuzzy-environment/
    [10]
    J. H. Qin, H. J. Gao, and W. X. Zheng, "Exponential synchronization of complex networks of linear systems and nonlinear oscillators: A unified analysis, " IEEE Trans. Neural Netw. Learn. Syst., vol. 26, no. 3, pp. 510- 521, Mar. 2015. https://ieeexplore.ieee.org/document/6811173
    [11]
    H. L. Larsen and R. R. Yager, "A framework for fuzzy recognition technology, " IEEE Trans. Syst. Man Cybern. C Appl. Rev., vol. 30, no. 1, pp. 65-76, Feb. 2000. https://www.mendeley.com/catalogue/framework-fuzzy-recognition-technology/
    [12]
    J. Ye, "A multicriteria decision-making method using aggregation operators for simplified neutrosophic set, " J. Intell. Fuzzy Syst., vol. 26, no. 5, pp. 2459-2466, Sep. 2014. https://www.mendeley.com/catalogue/multicriteria-decisionmaking-method-using-aggregation-operators-simplified-neutrosophic-sets/
    [13]
    J. Ye, "Similarity measures between interval neutrosophic sets and their applications in multicriteria decision-making, " J. Intell. Fuzzy Syst., vol. 26, no. 1, pp. 165-172, Jan. 2014. https://www.mendeley.com/catalogue/similarity-measures-between-interval-neutrosophic-sets-applications-multicriteria-decisionmaking/
    [14]
    J. Ye, "Vector similarity measures of simplified neutrosophic sets and their application in multicriteria decision making, " J. Intell. Fuzzy Syst., vol. 16, no. 2, pp. 204-211, Jun. 2014.
    [15]
    J. Ye, "Improved cosine similarity measures of simplified neutrosophic sets for medical diagnoses, " Artif. Intell. Med., vol. 63, no. 3, pp. 171- 179, Mar. 2015. https://www.ncbi.nlm.nih.gov/pubmed/25704111?dopt=Abstract
    [16]
    J. J. Peng, J. Q. Wang, J. Wang, H. Y. Zhang, and X. H. Chen "Simplified neutrosophic sets and their applications in multi-criteria group decision-making problems, " Int. J. Syst. Sci., vol. 47, no. 10, pp. 2342-2358, 2016. doi: 10.1080/00207721.2014.994050
    [17]
    C. F. Liu and Y. S. Luo, "Correlated aggregation operators for simplified neutrosophic set and their application in multi-attribute group decision making, " J. Intell. Fuzzy Syst., vol. 30, no. 3, pp. 1755-1761, Mar. 2016. https://content.iospress.com/articles/journal-of-intelligent-and-fuzzy-systems/ifs1886
    [18]
    S. Broumi and F. Smarandache, "Single valued neutrosophic trapezoid linguistic aggregation operators based multi-attribute decision making, " Bull. Pure Appl. Sci. Math. Stat., vol. 33, no. 2, pp. 135-155, Jul.- Dec. 2014.
    [19]
    R. R. Yager, "The power average operator, " IEEE Trans. Syst. Man Cybern. A Syst. Hum., vol. 31, no. 6, pp. 724-731, Nov. 2001.
    [20]
    Z. S. Xu, "Intuitionistic fuzzy aggregation operators, " IEEE Trans. Fuzzy Syst., vol. 15, no. 6, pp. 1179-1187, Dec. 2007.
    [21]
    C. F. Liu and Y. S. Luo, "A new method to construct entropy of interval-valued neutrosophic set, " Neutr. Sets Syst., vol. 11, pp. 8-11, Jan. 2016.
    [22]
    M. Ali, I. Deli, and F. Smarandache, "The theory of neutrosophic cubic sets and their applications in pattern recognition, " J. Intell. Fuzzy Syst., vol. 30, pp. 1957-1963, 2016. doi: 10.3233/IFS-151906
    [23]
    I. Deli and N. Çaǧman, "Interval-valued neutrosophic soft sets and its decision making, " Int. J. Mach. Learn. Cybern., vol. 8, no. 2, pp. 665- 676, Apr. 2017. % doi: 10.1007/s13042-015-0461-3.(tobePublished)
    [24]
    I. Deli and S. Broumi, "Neutrosophic soft matrices and NSM-decision making, " J. Intell. Fuzzy Syst., vol. 28, pp. 2233-2241, 2015. doi: 10.3233/IFS-141505
    [25]
    C. F. Liu and Y. S. Luo, "The weighted distance measure based method to neutrosophic multiattribute group decision making, " Math. Probl. Eng., vol. 2016, Article ID 3145341, 2016.
    [26]
    I. Deli, "npn-Soft sets theory and their applications, " Ann. Fuzzy Math. Inf., vol. 10, no. 6, pp. 847-862, Apr. 2015.
    [27]
    A. Emrouznejad and M. Marra, "Ordered weighted averaging operators 1988-2014: a citation-based literature survey, " Int. J. Intell. Syst., vol. 29, no. 11, pp. 994-1014, Nov. 2014. https://www.onacademic.com/detail/journal_1000036821874710_eda8.html
    [28]
    R. R. Yager, "On ordered weighted averaging aggregation operators in multicriteria decisionmaking, " IEEE Trans. Syst. Man Cybern., vol. 18, no. 1, pp. 183-190, Jan.-Feb. 1988. deley.com/catalogue/ordered-weighted-averaging-aggregation-operators-multicriteria-decisionmaking/
    [29]
    F. G. Lupiáñea, "Interval neutrosophic sets and topology, " Kybernetes, vol. 38, no. 3-4, pp. 621-624, 2009. http://d.old.wanfangdata.com.cn/NSTLQK/NSTL_QKJJ0213905290/

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