Entropy Measures for Plithogenic Sets and Applications in Multi-Attribute Decision Making

被引:9
|
作者
Quek, Shio Gai [1 ]
Selvachandran, Ganeshsree [1 ]
Smarandache, Florentin [2 ]
Vimala, J. [3 ]
Le, Son Hoang [4 ]
Bui, Quang-Thinh [5 ,6 ]
Gerogiannis, Vassilis C. [7 ]
机构
[1] UCSI Univ, Fac Business & Informat Sci, Dept Actuarial Sci & Appl Stat, Jalan Menara Gading, Kuala Lumpur 56000, Malaysia
[2] Univ New Mexico, Dept Math, 705 Gurley Ave, Gallup, NM 87301 USA
[3] Alagappa Univ, Dept Math, Karaikkudi 630003, Tamil Nadu, India
[4] Ho Chi Minh City Univ Technol HUTECH, Fac Informat Technol, Ho Chi Minh City 700000, Vietnam
[5] Duy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam
[6] VSB Tech Univ Ostrava, Fac Elect Engn & Comp Sci, Ostrava 70800, Czech Republic
[7] Univ Thessaly, Dept Digital Syst, GR-41500 Larisa, Greece
关键词
neutrosophic set; plithogenic set; fuzzy set; entropy; similarity measure; information measure; INTUITIONISTIC FUZZY-SETS; CROSS-ENTROPY; DEFINITION;
D O I
10.3390/math8060965
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Plithogenic set is an extension of the crisp set, fuzzy set, intuitionistic fuzzy set, and neutrosophic sets, whose elements are characterized by one or more attributes, and each attribute can assume many values. Each attribute has a corresponding degree of appurtenance of the element to the set with respect to the given criteria. In order to obtain a better accuracy and for a more exact exclusion (partial order), a contradiction or dissimilarity degree is defined between each attribute value and the dominant attribute value. In this paper, entropy measures for plithogenic sets have been introduced. The requirements for any function to be an entropy measure of plithogenic sets are outlined in the axiomatic definition of the plithogenic entropy using the axiomatic requirements of neutrosophic entropy. Several new formulae for the entropy measure of plithogenic sets are also introduced. The newly introduced entropy measures are then applied to a multi-attribute decision making problem related to the selection of locations.
引用
收藏
页数:17
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