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Generalized Distance-Based Entropy and Dimension Root Entropy for Simplified Neutrosophic Sets
In order to quantify the fuzziness in the simplified neutrosophic setting, this paper proposes a generalized distance-based entropy measure and a dimension root entropy measure of simplified neutrosophic sets (NSs) (containing interval-valued and single-valued NSs) and verifies their properties. The...
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/PMC7512406/ https://www.ncbi.nlm.nih.gov/pubmed/33266568 http://dx.doi.org/10.3390/e20110844 |
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author | Cui, Wen-Hua Ye, Jun |
author_facet | Cui, Wen-Hua Ye, Jun |
author_sort | Cui, Wen-Hua |
collection | PubMed |
description | In order to quantify the fuzziness in the simplified neutrosophic setting, this paper proposes a generalized distance-based entropy measure and a dimension root entropy measure of simplified neutrosophic sets (NSs) (containing interval-valued and single-valued NSs) and verifies their properties. Then, comparison with the existing relative interval-valued NS entropy measures through a numerical example is carried out to demonstrate the feasibility and rationality of the presented generalized distance-based entropy and dimension root entropy measures of simplified NSs. Lastly, a decision-making example is presented to illustrate their applicability, and then the decision results indicate that the presented entropy measures are effective and reasonable. Hence, this study enriches the simplified neutrosophic entropy theory and measure approaches. |
format | Online Article Text |
id | pubmed-7512406 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75124062020-11-09 Generalized Distance-Based Entropy and Dimension Root Entropy for Simplified Neutrosophic Sets Cui, Wen-Hua Ye, Jun Entropy (Basel) Article In order to quantify the fuzziness in the simplified neutrosophic setting, this paper proposes a generalized distance-based entropy measure and a dimension root entropy measure of simplified neutrosophic sets (NSs) (containing interval-valued and single-valued NSs) and verifies their properties. Then, comparison with the existing relative interval-valued NS entropy measures through a numerical example is carried out to demonstrate the feasibility and rationality of the presented generalized distance-based entropy and dimension root entropy measures of simplified NSs. Lastly, a decision-making example is presented to illustrate their applicability, and then the decision results indicate that the presented entropy measures are effective and reasonable. Hence, this study enriches the simplified neutrosophic entropy theory and measure approaches. MDPI 2018-11-04 /pmc/articles/PMC7512406/ /pubmed/33266568 http://dx.doi.org/10.3390/e20110844 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 Cui, Wen-Hua Ye, Jun Generalized Distance-Based Entropy and Dimension Root Entropy for Simplified Neutrosophic Sets |
title | Generalized Distance-Based Entropy and Dimension Root Entropy for Simplified Neutrosophic Sets |
title_full | Generalized Distance-Based Entropy and Dimension Root Entropy for Simplified Neutrosophic Sets |
title_fullStr | Generalized Distance-Based Entropy and Dimension Root Entropy for Simplified Neutrosophic Sets |
title_full_unstemmed | Generalized Distance-Based Entropy and Dimension Root Entropy for Simplified Neutrosophic Sets |
title_short | Generalized Distance-Based Entropy and Dimension Root Entropy for Simplified Neutrosophic Sets |
title_sort | generalized distance-based entropy and dimension root entropy for simplified neutrosophic sets |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512406/ https://www.ncbi.nlm.nih.gov/pubmed/33266568 http://dx.doi.org/10.3390/e20110844 |
work_keys_str_mv | AT cuiwenhua generalizeddistancebasedentropyanddimensionrootentropyforsimplifiedneutrosophicsets AT yejun generalizeddistancebasedentropyanddimensionrootentropyforsimplifiedneutrosophicsets |