|
A new non-probabilistic divergence measure of fuzzy matrixand its applications |
|---|---|
| รหัสดีโอไอ | |
| Creator | 1. Omdutt Sharma 2. Pratiksha Tiwari 3. Priti Gupta |
| Title | A new non-probabilistic divergence measure of fuzzy matrixand its applications |
| Publisher | Research and Development Office, Prince of Songkla University |
| Publication Year | 2564 |
| Journal Title | Songklanakarin Journal of Science and Technology (SJST) |
| Journal Vol. | 43 |
| Journal No. | 2 |
| Page no. | 372-383 |
| Keyword | probabilistic measure, non-probabilistic measure, fuzzy set, fuzzy matrix, divergence measure, fuzzy divergencemeasure, feature selection, decision making |
| URL Website | https://rdo.psu.ac.th/sjstweb/index.php |
| ISSN | 0125-3395 |
| Abstract | Uncertainties and fuzziness are basic phenomena in human thinking and in many real-world objectives. In the existingliterature of information theory various divergence measures are available for studying such phenomena in accordance to theirethos. In general, some are probabilistic and some are non-probabilistic by nature. In the present communication, an attempt ismade to introduce non-probabilistic divergence measures for fuzzy matrices that are exponential in nature. In the present study, weprove their validity and study their properties. The different applications of proposed non-probabilistic measure are discussed inthe amphitheater of decision making and feature selection. |
