A fuzzy TOPSIS approach with entropy measure for decision-making problem

被引：8
|
作者：
Wang, Tien-Chin [1 ]
Lee, Hsien-Da [2 ]
Chang, Michael Chao-Sheng [1 ]
机构：
[1] I Shou Univ, Dept Informat Management, Kaohsiung, Taiwan
[2] I Shou Univ, Dept Informat Engn, Kaohsiung, Taiwan
来源：
2007 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-4 | 2007年
关键词：
entropy; MCDM; objective weight; subjective weight; TOPSIS;
D O I：
10.1109/IEEM.2007.4419164
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Multiple criteria decision-making (MCDM) is widely used in ranking one or more alternatives from a set of available alternatives with respect to multiple criteria. Inspired by MCDM which are methods to systematically evaluate alternatives, we propose a new fuzzy TOPSIS approach for evaluating alternatives using both subjective and objective weights. Objective weight can be helpful in identifying more important attributes. With our method, we provide decision makers more information to make more subtle decisions.
引用
收藏
页码：124 / +
页数：2
相关论文
共 50 条
  • [1] On some new fuzzy entropy measure of Pythagorean fuzzy sets for decision-making based on an extended TOPSIS approach
    Arora, H. D.
    Naithani, Anjali
    [J]. JOURNAL OF MANAGEMENT ANALYTICS, 2024, 11 (01) : 87 - 109
  • [2] Pythagorean fuzzy TOPSIS for multicriteria group decision-making with unknown weight information through entropy measure
    Biswas, Animesh
    Sarkar, Biswajit
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2019, 34 (06) : 1108 - 1128
  • [3] Multi-Criteria Decision Making to Logarithmic Pythagorean Fuzzy Entropy Measure under TOPSIS Approach
    Arora, H.D.
    Naithani, Anjali
    [J]. International Journal of Fuzzy System Applications, 2022, 11 (04)
  • [4] A decision-making framework based on the Fermatean hesitant fuzzy distance measure and TOPSIS
    Ruan, Chuan-Yang
    Chen, Xiang-Jing
    Gong, Shi-Cheng
    Ali, Shahbaz
    Almutairi, Bander
    [J]. AIMS MATHEMATICS, 2024, 9 (02): : 2722 - 2755
  • [5] Fuzzy entropy measure with an applications in decision making under bipolar fuzzy environment based on TOPSIS method
    Arya, Vikas
    Kumar, Satish
    [J]. International Journal of Information and Management Sciences, 2020, 31 (02): : 99 - 121
  • [6] A decision-making problem using dissimilarity measure in picture fuzzy sets
    Ahmad Shah, Javaid
    Sukheja, Deepak
    Bhatnagar, Priya
    Jain, Arihant
    [J]. Materials Today: Proceedings, 2023, 80 : 3405 - 3410
  • [7] TOPSIS Method Based on Entropy Measure for Solving Multiple-Attribute Group Decision-Making Problems with Spherical Fuzzy Soft Information
    Fathima, Perveen P. A.
    John, Sunil Jacob
    Baiju, T.
    [J]. APPLIED COMPUTATIONAL INTELLIGENCE AND SOFT COMPUTING, 2023, 2023
  • [8] Intuitionistic fuzzy entropy and distance measure based TOPSIS method for multi-criteria decision making
    Joshi, Deepa
    Kumar, Sanjay
    [J]. EGYPTIAN INFORMATICS JOURNAL, 2014, 15 (02) : 97 - 104
  • [9] A novel TODIM-VIKOR approach based on entropy and Jensen-Tsalli divergence measure for picture fuzzy sets in a decision-making problem
    Arya, Vikas
    Kumar, Satish
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2020, 35 (12) : 2140 - 2180
  • [10] Multi-attribute decision-making based on novel Fermatean fuzzy similarity measure and entropy measure
    Reham A. Alahmadi
    Abdul Haseeb Ganie
    Yousef Al-Qudah
    Mohammed M. Khalaf
    Abdul Hamid Ganie
    [J]. Granular Computing, 2023, 8 : 1385 - 1405
12345