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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...

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Detalles Bibliográficos
Autores principales: Cui, Wen-Hua, Ye, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
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.
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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
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