Cargando…
Interval-valued hesitant fuzzy TODIM method for dynamic emergency responses
Emergency responses bear the characteristics of uncertainty and possess multi-attributes in decision making. This paper applies the interval evidential reasoning approach and the interval-valued hesitant fuzzy TODIM (IVHF-TODIM) method to tackle the dynamic emergency decision-making problem. We intr...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8076885/ https://www.ncbi.nlm.nih.gov/pubmed/33935587 http://dx.doi.org/10.1007/s00500-021-05751-z |
_version_ | 1783684779959386112 |
---|---|
author | Ding, Quanyu Goh, Mark Wang, Ying-Ming |
author_facet | Ding, Quanyu Goh, Mark Wang, Ying-Ming |
author_sort | Ding, Quanyu |
collection | PubMed |
description | Emergency responses bear the characteristics of uncertainty and possess multi-attributes in decision making. This paper applies the interval evidential reasoning approach and the interval-valued hesitant fuzzy TODIM (IVHF-TODIM) method to tackle the dynamic emergency decision-making problem. We introduce a function to obtain the gain and loss degrees through the geometric area method. The gain and loss matrices of the interval belief degrees are found probabilistically. A new approach to obtaining the dominance degree matrix is proposed. From the IVHF-TODIM method, the overall dominance degree is established to provide the ranking of the decision alternatives. A recent case of selecting an emergency decision alternative for a large bushfire is used to validate the proposed method, followed by a comparative analysis. |
format | Online Article Text |
id | pubmed-8076885 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-80768852021-04-27 Interval-valued hesitant fuzzy TODIM method for dynamic emergency responses Ding, Quanyu Goh, Mark Wang, Ying-Ming Soft comput Methodologies and Application Emergency responses bear the characteristics of uncertainty and possess multi-attributes in decision making. This paper applies the interval evidential reasoning approach and the interval-valued hesitant fuzzy TODIM (IVHF-TODIM) method to tackle the dynamic emergency decision-making problem. We introduce a function to obtain the gain and loss degrees through the geometric area method. The gain and loss matrices of the interval belief degrees are found probabilistically. A new approach to obtaining the dominance degree matrix is proposed. From the IVHF-TODIM method, the overall dominance degree is established to provide the ranking of the decision alternatives. A recent case of selecting an emergency decision alternative for a large bushfire is used to validate the proposed method, followed by a comparative analysis. Springer Berlin Heidelberg 2021-04-27 2021 /pmc/articles/PMC8076885/ /pubmed/33935587 http://dx.doi.org/10.1007/s00500-021-05751-z Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Methodologies and Application Ding, Quanyu Goh, Mark Wang, Ying-Ming Interval-valued hesitant fuzzy TODIM method for dynamic emergency responses |
title | Interval-valued hesitant fuzzy TODIM method for dynamic emergency responses |
title_full | Interval-valued hesitant fuzzy TODIM method for dynamic emergency responses |
title_fullStr | Interval-valued hesitant fuzzy TODIM method for dynamic emergency responses |
title_full_unstemmed | Interval-valued hesitant fuzzy TODIM method for dynamic emergency responses |
title_short | Interval-valued hesitant fuzzy TODIM method for dynamic emergency responses |
title_sort | interval-valued hesitant fuzzy todim method for dynamic emergency responses |
topic | Methodologies and Application |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8076885/ https://www.ncbi.nlm.nih.gov/pubmed/33935587 http://dx.doi.org/10.1007/s00500-021-05751-z |
work_keys_str_mv | AT dingquanyu intervalvaluedhesitantfuzzytodimmethodfordynamicemergencyresponses AT gohmark intervalvaluedhesitantfuzzytodimmethodfordynamicemergencyresponses AT wangyingming intervalvaluedhesitantfuzzytodimmethodfordynamicemergencyresponses |