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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...

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Detalles Bibliográficos
Autores principales: Jiao, Yangyang, Wang, Lu, Liu, Jianxia, Ma, Gang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
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.
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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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