Cargando…

A new three way decision making technique for supplier selection in logistics service value Cocreation under intuitionistic double hierarchy linguistic term set

In today's business world, choosing a logistics supplier is a critical factor for companies to improve operational efficiency and reduce business costs. With the development of market economy, it is very difficult for companies to choose a suitable logistics provider according to specific rules...

Descripción completa

Detalles Bibliográficos
Autores principales: Qadir, Abbas, Abdullah, Saleem, Lamoudan, Tarik, Khan, Faisal, Khan, Saifullah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10407055/
https://www.ncbi.nlm.nih.gov/pubmed/37560678
http://dx.doi.org/10.1016/j.heliyon.2023.e18323
_version_ 1785085868318392320
author Qadir, Abbas
Abdullah, Saleem
Lamoudan, Tarik
Khan, Faisal
Khan, Saifullah
author_facet Qadir, Abbas
Abdullah, Saleem
Lamoudan, Tarik
Khan, Faisal
Khan, Saifullah
author_sort Qadir, Abbas
collection PubMed
description In today's business world, choosing a logistics supplier is a critical factor for companies to improve operational efficiency and reduce business costs. With the development of market economy, it is very difficult for companies to choose a suitable logistics provider according to specific rules. Therefore, this study proposes a new three-way decision making (TWD) technique for supplier selection in logistics service value creation. For this, we first develop a new concept called intuitionistic double hierarchy linguistic term set (IDHLTSs) that can describe uncertainty and ambiguity in a more flexible way. Some Hamacher aggregation operators for collecting IDHLTSs information and its basic aspect are proposed. The unknown weight vector for decision experts and criteria is determined by using entropy measures. In addition, the conditional probability is determined using TOPSIS which makes the decision making process more rational. And the decision result is conducted according to minimum loss principle. Finally, an example of 3 PL supplier selection in the logistics service value co-creation environment and comparison is given to validate and demonstrate the effectiveness of the developed method.
format Online
Article
Text
id pubmed-10407055
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-104070552023-08-09 A new three way decision making technique for supplier selection in logistics service value Cocreation under intuitionistic double hierarchy linguistic term set Qadir, Abbas Abdullah, Saleem Lamoudan, Tarik Khan, Faisal Khan, Saifullah Heliyon Research Article In today's business world, choosing a logistics supplier is a critical factor for companies to improve operational efficiency and reduce business costs. With the development of market economy, it is very difficult for companies to choose a suitable logistics provider according to specific rules. Therefore, this study proposes a new three-way decision making (TWD) technique for supplier selection in logistics service value creation. For this, we first develop a new concept called intuitionistic double hierarchy linguistic term set (IDHLTSs) that can describe uncertainty and ambiguity in a more flexible way. Some Hamacher aggregation operators for collecting IDHLTSs information and its basic aspect are proposed. The unknown weight vector for decision experts and criteria is determined by using entropy measures. In addition, the conditional probability is determined using TOPSIS which makes the decision making process more rational. And the decision result is conducted according to minimum loss principle. Finally, an example of 3 PL supplier selection in the logistics service value co-creation environment and comparison is given to validate and demonstrate the effectiveness of the developed method. Elsevier 2023-07-16 /pmc/articles/PMC10407055/ /pubmed/37560678 http://dx.doi.org/10.1016/j.heliyon.2023.e18323 Text en © 2023 Published by Elsevier Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Qadir, Abbas
Abdullah, Saleem
Lamoudan, Tarik
Khan, Faisal
Khan, Saifullah
A new three way decision making technique for supplier selection in logistics service value Cocreation under intuitionistic double hierarchy linguistic term set
title A new three way decision making technique for supplier selection in logistics service value Cocreation under intuitionistic double hierarchy linguistic term set
title_full A new three way decision making technique for supplier selection in logistics service value Cocreation under intuitionistic double hierarchy linguistic term set
title_fullStr A new three way decision making technique for supplier selection in logistics service value Cocreation under intuitionistic double hierarchy linguistic term set
title_full_unstemmed A new three way decision making technique for supplier selection in logistics service value Cocreation under intuitionistic double hierarchy linguistic term set
title_short A new three way decision making technique for supplier selection in logistics service value Cocreation under intuitionistic double hierarchy linguistic term set
title_sort new three way decision making technique for supplier selection in logistics service value cocreation under intuitionistic double hierarchy linguistic term set
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10407055/
https://www.ncbi.nlm.nih.gov/pubmed/37560678
http://dx.doi.org/10.1016/j.heliyon.2023.e18323
work_keys_str_mv AT qadirabbas anewthreewaydecisionmakingtechniqueforsupplierselectioninlogisticsservicevaluecocreationunderintuitionisticdoublehierarchylinguistictermset
AT abdullahsaleem anewthreewaydecisionmakingtechniqueforsupplierselectioninlogisticsservicevaluecocreationunderintuitionisticdoublehierarchylinguistictermset
AT lamoudantarik anewthreewaydecisionmakingtechniqueforsupplierselectioninlogisticsservicevaluecocreationunderintuitionisticdoublehierarchylinguistictermset
AT khanfaisal anewthreewaydecisionmakingtechniqueforsupplierselectioninlogisticsservicevaluecocreationunderintuitionisticdoublehierarchylinguistictermset
AT khansaifullah anewthreewaydecisionmakingtechniqueforsupplierselectioninlogisticsservicevaluecocreationunderintuitionisticdoublehierarchylinguistictermset
AT qadirabbas newthreewaydecisionmakingtechniqueforsupplierselectioninlogisticsservicevaluecocreationunderintuitionisticdoublehierarchylinguistictermset
AT abdullahsaleem newthreewaydecisionmakingtechniqueforsupplierselectioninlogisticsservicevaluecocreationunderintuitionisticdoublehierarchylinguistictermset
AT lamoudantarik newthreewaydecisionmakingtechniqueforsupplierselectioninlogisticsservicevaluecocreationunderintuitionisticdoublehierarchylinguistictermset
AT khanfaisal newthreewaydecisionmakingtechniqueforsupplierselectioninlogisticsservicevaluecocreationunderintuitionisticdoublehierarchylinguistictermset
AT khansaifullah newthreewaydecisionmakingtechniqueforsupplierselectioninlogisticsservicevaluecocreationunderintuitionisticdoublehierarchylinguistictermset