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Multi-criteria decision making based on induced generalized interval neutrosophic Choquet integral
In this paper, two new aggregation operators based on Choquet integral, namely the induced generalized interval neutrosophic Choquet integral average operator(IGINCIA) and the induced generalized interval neutrosophic Choquet integral geometric operator(IG-INCIG), are proposed for multi-criteria dec...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7707585/ https://www.ncbi.nlm.nih.gov/pubmed/33259510 http://dx.doi.org/10.1371/journal.pone.0242449 |
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author | Jiao, Yangyang Wang, Lu Liu, Jianxia Ma, Gang |
author_facet | Jiao, Yangyang Wang, Lu Liu, Jianxia Ma, Gang |
author_sort | Jiao, Yangyang |
collection | PubMed |
description | In this paper, two new aggregation operators based on Choquet integral, namely the induced generalized interval neutrosophic Choquet integral average operator(IGINCIA) and the induced generalized interval neutrosophic Choquet integral geometric operator(IG-INCIG), are proposed for multi-criteria decision making problems (MCDM). Firstly, the criteria are dependent to each other and the evaluation information of the criteria are expressed by interval neutrosophic numbers. Moreover, two indices which are inspired by the geometrical structure are established to compare the interval neutrosophic numbers. Then, a MCDM method is proposed based on the proposed aggregation operators and ranking indices to cope with MCDM with interactive criteria. Lastly, an investment decision making problem is provided to illustrate the practicality and effectiveness of the proposed approach. The validity and advantages of the proposed method are analyzed by comparing with some existing approaches. By a numerical example in company investment to expand business though five alternatives with considering four criteria, the optimal decision is made. |
format | Online Article Text |
id | pubmed-7707585 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-77075852020-12-08 Multi-criteria decision making based on induced generalized interval neutrosophic Choquet integral Jiao, Yangyang Wang, Lu Liu, Jianxia Ma, Gang PLoS One Research Article In this paper, two new aggregation operators based on Choquet integral, namely the induced generalized interval neutrosophic Choquet integral average operator(IGINCIA) and the induced generalized interval neutrosophic Choquet integral geometric operator(IG-INCIG), are proposed for multi-criteria decision making problems (MCDM). Firstly, the criteria are dependent to each other and the evaluation information of the criteria are expressed by interval neutrosophic numbers. Moreover, two indices which are inspired by the geometrical structure are established to compare the interval neutrosophic numbers. Then, a MCDM method is proposed based on the proposed aggregation operators and ranking indices to cope with MCDM with interactive criteria. Lastly, an investment decision making problem is provided to illustrate the practicality and effectiveness of the proposed approach. The validity and advantages of the proposed method are analyzed by comparing with some existing approaches. By a numerical example in company investment to expand business though five alternatives with considering four criteria, the optimal decision is made. Public Library of Science 2020-12-01 /pmc/articles/PMC7707585/ /pubmed/33259510 http://dx.doi.org/10.1371/journal.pone.0242449 Text en © 2020 Jiao et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Jiao, Yangyang Wang, Lu Liu, Jianxia Ma, Gang Multi-criteria decision making based on induced generalized interval neutrosophic Choquet integral |
title | Multi-criteria decision making based on induced generalized interval neutrosophic Choquet integral |
title_full | Multi-criteria decision making based on induced generalized interval neutrosophic Choquet integral |
title_fullStr | Multi-criteria decision making based on induced generalized interval neutrosophic Choquet integral |
title_full_unstemmed | Multi-criteria decision making based on induced generalized interval neutrosophic Choquet integral |
title_short | Multi-criteria decision making based on induced generalized interval neutrosophic Choquet integral |
title_sort | multi-criteria decision making based on induced generalized interval neutrosophic choquet integral |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7707585/ https://www.ncbi.nlm.nih.gov/pubmed/33259510 http://dx.doi.org/10.1371/journal.pone.0242449 |
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