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- Title
Similarity and dissimilarity measures of basic uncertain information and their applications in group decision-making.
- Authors
Chen, Xuewei; Liu, Xi; Tao, Zhifu; Zhang, Jian; Luo, Haifeng
- Abstract
This paper introduces some information measures include distance measure, similarity measure, entropy measure, cross-entropy measure and correlation measure in a basic uncertain information (BUI) environment, which are used to compare BUI or to measure the uncertainty, and which can be further utilized to the determination of candidates in group decision-making problems. Some simple rules to generate these measures are provided. The VIKOR method is extended to solve group decision-making problems with BUI, in which the developed information measures are used to derive the weighting vector of attributes. Finally, a case study and some comparative results show the validity of the develop group decision approach.
- Subjects
GROUP decision making; GROUP problem solving
- Publication
Computational & Applied Mathematics, 2022, Vol 41, Issue 6, p1
- ISSN
0101-8205
- Publication type
Article
- DOI
10.1007/s40314-022-01892-5