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Vague Entropy Measure for Complex Vague Soft Sets
The complex vague soft set (CVSS) model is a hybrid of complex fuzzy sets and soft sets that have the ability to accurately represent and model two-dimensional information for real-life phenomena that are periodic in nature. In the existing studies of fuzzy and its extensions, the uncertainties whic...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512922/ https://www.ncbi.nlm.nih.gov/pubmed/33265492 http://dx.doi.org/10.3390/e20060403 |
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author | Selvachandran, Ganeshsree Garg, Harish Quek, Shio Gai |
author_facet | Selvachandran, Ganeshsree Garg, Harish Quek, Shio Gai |
author_sort | Selvachandran, Ganeshsree |
collection | PubMed |
description | The complex vague soft set (CVSS) model is a hybrid of complex fuzzy sets and soft sets that have the ability to accurately represent and model two-dimensional information for real-life phenomena that are periodic in nature. In the existing studies of fuzzy and its extensions, the uncertainties which are present in the data are handled with the help of membership degree which is the subset of real numbers. However, in the present work, this condition has been relaxed with the degrees whose ranges are a subset of the complex subset with unit disc and hence handle the information in a better way. Under this environment, we developed some entropy measures of the CVSS model induced by the axiomatic definition of distance measure. Some desirable relations between them are also investigated. A numerical example related to detection of an image by the robot is given to illustrate the proposed entropy measure. |
format | Online Article Text |
id | pubmed-7512922 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75129222020-11-09 Vague Entropy Measure for Complex Vague Soft Sets Selvachandran, Ganeshsree Garg, Harish Quek, Shio Gai Entropy (Basel) Article The complex vague soft set (CVSS) model is a hybrid of complex fuzzy sets and soft sets that have the ability to accurately represent and model two-dimensional information for real-life phenomena that are periodic in nature. In the existing studies of fuzzy and its extensions, the uncertainties which are present in the data are handled with the help of membership degree which is the subset of real numbers. However, in the present work, this condition has been relaxed with the degrees whose ranges are a subset of the complex subset with unit disc and hence handle the information in a better way. Under this environment, we developed some entropy measures of the CVSS model induced by the axiomatic definition of distance measure. Some desirable relations between them are also investigated. A numerical example related to detection of an image by the robot is given to illustrate the proposed entropy measure. MDPI 2018-05-24 /pmc/articles/PMC7512922/ /pubmed/33265492 http://dx.doi.org/10.3390/e20060403 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Selvachandran, Ganeshsree Garg, Harish Quek, Shio Gai Vague Entropy Measure for Complex Vague Soft Sets |
title | Vague Entropy Measure for Complex Vague Soft Sets |
title_full | Vague Entropy Measure for Complex Vague Soft Sets |
title_fullStr | Vague Entropy Measure for Complex Vague Soft Sets |
title_full_unstemmed | Vague Entropy Measure for Complex Vague Soft Sets |
title_short | Vague Entropy Measure for Complex Vague Soft Sets |
title_sort | vague entropy measure for complex vague soft sets |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512922/ https://www.ncbi.nlm.nih.gov/pubmed/33265492 http://dx.doi.org/10.3390/e20060403 |
work_keys_str_mv | AT selvachandranganeshsree vagueentropymeasureforcomplexvaguesoftsets AT gargharish vagueentropymeasureforcomplexvaguesoftsets AT quekshiogai vagueentropymeasureforcomplexvaguesoftsets |