Determination of entropy measures for the ordinal scale-based linguistic models

被引：33
作者：
Farhadinia, B. [1 ]
机构：
[1] Quchan Univ Adv Technol, Dept Math, Quchan, Iran
来源：
INFORMATION SCIENCES | 2016年 / 369卷
关键词：
Additive and multiplicative linguistic terms; Entropy measure; Similarity measure; INTUITIONISTIC FUZZY-SETS; GROUP DECISION-MAKING; SIMILARITY MEASURE; DISTANCE; TERM; INFORMATION; METHODOLOGY; FUZZINESS; SYSTEM;
D O I：
10.1016/j.ins.2016.06.002
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The Main objective of this contribution is to develop information about how entropy measures of linguistic terms can be designed. Two different ideas have been put forward to explain this designation: (1) The idea that comes from the seminal definition of fuzziness measure; (2) The idea of transforming similarity measures to entropy ones. To demonstrate the utility and effectiveness of the proposed entropy measures, an entropy-based approach of determining objective weights of attributes is developed to solve multiple attribute decision-making problems in the context of linguistic term sets. (C) 2016 Elsevier Inc. All rights reserved.
引用
收藏
页码：63 / 79
页数：17
相关论文
共 50 条
  • [21] Managing flexible linguistic expression and ordinal classification-based consensus in large-scale multi-attribute group decision making
    Zhang, Hengjie
    Zhu, Wenfeng
    Chen, Xin
    Wu, Yuzhu
    Liang, Haiming
    Li, Cong-Cong
    Dong, Yucheng
    ANNALS OF OPERATIONS RESEARCH, 2022, 341 (1) : 95 - 148
  • [22] The New Similarity Measure and Distance Measure of a Hesitant Fuzzy Linguistic Term Set Based on a Linguistic Scale Function
    Liu, Donghai
    Liu, Yuanyuan
    Chen, Xiaohong
    SYMMETRY-BASEL, 2018, 10 (09):
  • [23] Consensus reaching models of linguistic preference relations based on distance functions
    Wu, Zhibin
    Xu, Jiuping
    SOFT COMPUTING, 2012, 16 (04) : 577 - 589
  • [24] Entropy-Based Fuzzy TOPSIS Method for Investment Decision Optimization of Large-Scale Projects
    Cao, Junli
    Xu, Fangfang
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [25] Hypothesis testing for means in connection with fuzzy rating scale-based data: algorithms and applications
    Asuncion Lubiano, Maria
    Montenegro, Manuel
    Sinova, Beatriz
    de la Rosa de Saa, Sara
    Angeles Gil, Maria
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2016, 251 (03) : 918 - 929
  • [26] Parametric picture fuzzy cross-entropy measures based on d-Choquet integral for building material recognition
    Bozyigit, Mahmut Can
    Olgun, Murat
    Unver, Mehmet
    Soeylemez, Dilek
    APPLIED SOFT COMPUTING, 2024, 166
  • [27] Normalized Distance-Based Entropy Measures for Multiaspect Fuzzy Soft Sets
    Sulaiman, Nor Hashimah
    Mohamad, Daud
    4TH INTERNATIONAL CONFERENCE ON MATHEMATICAL SCIENCES (ICMS4): MATHEMATICAL SCIENCES: CHAMPIONING THE WAY IN A PROBLEM BASED AND DATA DRIVEN SOCIETY, 2017, 1830
  • [28] Distance measure for Fermatean fuzzy linguistic term sets based on linguistic scale function: An illustration of the TODIM and TOPSIS methods
    Liu, Donghai
    Liu, Yuanyuan
    Wang, Lizhen
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2019, 34 (11) : 2807 - 2834
  • [29] Algorithms for possibility linguistic single-valued neutrosophic decision-making based on COPRAS and aggregation operators with new information measures
    Garg, Harish
    Nancy
    MEASUREMENT, 2019, 138 : 278 - 290
  • [30] Linguistic Consensus Models Based on a Fuzzy Ontology
    Perez, I. J.
    Wikstrm, R.
    Mezei, J.
    Carlsson, C.
    Anaya, K.
    Herrera-Viedma, E.
    FIRST INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT, 2013, 17 : 498 - 505
12345