A New Aggregating Operator for Linguistic Information Based on D Numbers

被引：60
|
作者：
Mo, Hongming [1 ,2 ]
Deng, Yong [1 ,3 ,4 ,5 ]
机构：
[1] Southwest Univ, Sch Comp & Informat Sci, Chongqing 400715, Peoples R China
[2] Sichuan Minzu Coll, Lib, Kangding 626001, Sichuan, Peoples R China
[3] Sch Elect & Informat Engn, Inst Integrated Automat, Xian 710049, Shaanxi, Peoples R China
[4] Xi An Jiao Tong Univ, Xian 710049, Shaanxi, Peoples R China
[5] Univ Elect Sci & Technol China, Inst Fundamental & Frontier Sci, Chengdu 610054, Peoples R China
来源：
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS | 2016年 / 24卷 / 06期
基金：
中国国家自然科学基金;
关键词：
Aggregating operator; decision making; Dempster-Shafer evidence theory; belief function; D numbers; linguistic information; DEMPSTER-SHAFER THEORY; DECISION-MAKING; DISTANCE MEASURES; FUZZY; OPTIMIZATION; AVERAGE; FUSION; MODEL;
D O I：
10.1142/S0218488516500379
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
How to efficiently make decision under uncertain is a hot research topic. In this paper, a new aggregating operator for linguistic decision making based on D numbers is proposed. D numbers is a new mathematic tool to model uncertainty, since it ignores the condition that elements on the frame must be mutually exclusive. Compared with these existing aggregating operators, the new method is clear, concise and less computational complexity. A numerical example is used to demonstrate the effectiveness of the proposed method.
引用
收藏
页码：831 / 846
页数：16
相关论文
共 50 条
  • [21] Multi-stage decision model for aggregating dual linguistic evaluation information
    Hao, Jing-Jing
    Zhu, Jian-Jun
    Liu, Si-Feng
    Kongzhi yu Juece/Control and Decision, 2014, 29 (01): : 99 - 106
  • [22] Integrating with Z numbers and linguistic D numbers in heterogeneous information-involvement multiple-criteria group design evaluation
    Qi, Jin
    Hu, Jie
    Peng, Yinghong
    INFORMATION SCIENCES, 2025, 699
  • [23] A New MADA Methodology Based on D Numbers
    Hongming Mo
    Yong Deng
    International Journal of Fuzzy Systems, 2018, 20 : 2458 - 2469
  • [24] A New MADA Methodology Based on D Numbers
    Mo, Hongming
    Deng, Yong
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2018, 20 (08) : 2458 - 2469
  • [25] Some interesting properties of the fuzzy linguistic model based on discrete fuzzy numbers to manage hesitant fuzzy linguistic information
    Riera, Juan Vicente
    Massanet, Sebastia
    Herrera-Viedma, Enrique
    Torrens, Joan
    APPLIED SOFT COMPUTING, 2015, 36 : 383 - 391
  • [26] A NEW ATANASSOV'S INTUITIONISTIC FUZZY AGGREGATION OPERATOR OF LINGUISTIC INFORMATION ON DECISION-MAKING
    Liu, Qiong
    Pei, Zheng
    Yi, Liangzhong
    Liu, Yong
    INTELLIGENT DECISION MAKING SYSTEMS, VOL. 2, 2010, : 137 - +
  • [27] AN INFORMATION BASED APPROACH FOR AGGREGATING PROBABILITY ASSESSMENTS
    LEVARY, RR
    CHOI, TS
    KWON, IW
    ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH, 1987, 4 (01) : 13 - 18
  • [28] Multiple attribute group decision making based on advanced linguistic intuitionistic fuzzy weighted averaging aggregation operator of linguistic intuitionistic fuzzy numbers
    Kumar, Kamal
    Chen, Shyi-Ming
    INFORMATION SCIENCES, 2022, 587 : 813 - 824
  • [29] A new linguistic computational model based on discrete fuzzy numbers for computing with words
    Massanet, Sebastia
    Riera, Juan Vicente
    Torrens, Joan
    Herrera-Viedma, Enrique
    INFORMATION SCIENCES, 2014, 258 : 277 - 290
  • [30] Induced generalized Choquet aggregating operators with linguistic information and their application to multiple attribute decision making based on the intelligent computing
    Ning, Xin
    Yuan, Jianping
    Yue, Xiaokui
    Ramirez-Serrano, Alejandro
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 27 (03) : 1077 - 1085
12345