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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...

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Autores principales: Selvachandran, Ganeshsree, Garg, Harish, Quek, Shio Gai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
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.
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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
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