Ordered weighted geometric averaging operators for basic uncertain information

被引:4
|
作者
Jin, Lesheng [1 ,2 ]
Mesiar, Radko [3 ,4 ]
Senapati, Tapan [5 ]
Jana, Chiranjibe [6 ]
Ma, Chao [1 ,7 ]
Garcia-Zamora, Diego [8 ]
Yager, Ronald R. [9 ]
机构
[1] Hubei Univ Arts & Sci, Sch Automobile & Traff Engn, Xiangyang 441053, Peoples R China
[2] Nanjing Normal Univ, Business Sch, Nanjing, Peoples R China
[3] Slovak Univ Technol Bratislava, Fac Civil Engn, Radlinskeho 11, Bratislava 81005, Slovakia
[4] Palacky Univ, Fac Sci, Dept Algebra & Geometry, 17 Listopadu 12, Olomouc 77146, Czech Republic
[5] Southwest Univ, Sch Math & Stat, Chongqing 400715, Peoples R China
[6] Saveetha Inst Med & Tech Sci SIMATS, Saveetha Sch Engn, Chennai 602105, Tamil Nadu, India
[7] Hubei Univ Arts & Sci, Hubei Key Lab Power Syst Design & Test Elect Vehic, Xiangyang 441053, Peoples R China
[8] Univ Jaen, Dept Math, Jaen 23071, Spain
[9] Iona Coll, Machine Intelligence Inst, New Rochelle, NY 10801 USA
关键词
Aggregation operators; Basic uncertain information; Basic uncertain information ordered weighted; averaging operators; geometric averaging operators; Information fusion; Ordered weighted averaging operators; AGGREGATION; PREFERENCE; MODEL;
D O I
10.1016/j.ins.2024.120275
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Basic Uncertain Information (BUI) was proposed as an information granule that simultaneously accounts for both the value of the input and the certainty about that value. To aggregate BUI granules using Ordered Weighted Averaging (OWA) operators with bi-polar optimism-pessimism preferences, the ordered weighted averaging (BUIOWA) operators have been proposed recently. As weighted geometric mean is an alternative aggregation operator to weighted mean, the ordered weighted geometric averaging operator (OWGA) is the alternative to the OWA operator. Therefore, this study proposes basic uncertain information ordered weighted geometric averaging (BUIOWGA) operators to serve as the alternative aggregation choice to BUIOWA operators. Unlike BUIOWA operators, BUIOWGA operators have three different types, BUIOWGA type I, BUIOWGA type II, and BUIOWGA type III, with an increasing order relation. Several monotonicities, properties, and relations are proposed for the three different BUIOWGA operators and the BUIOWA operator. Finally, we present comparative analysis, numerical examples, and applications.
引用
收藏
页数:19
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