Novel Integrated Multi-Criteria Model for Supplier Selection: Case Study Construction Company
Supply chain presents a very complex field involving a large number of participants. The aim of the complete supply chain is finding an optimum from the aspect of all participants, which is a rather complex task. In order to ensure optimum satisfaction for all participants, it is necessary that the...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2017-11-01
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| Series: | Symmetry |
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| Online Access: | https://www.mdpi.com/2073-8994/9/11/279 |
| _version_ | 1798034946484338688 |
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| author | Željko Stević Dragan Pamučar Marko Vasiljević Gordan Stojić Sanja Korica |
| author_facet | Željko Stević Dragan Pamučar Marko Vasiljević Gordan Stojić Sanja Korica |
| author_sort | Željko Stević |
| collection | DOAJ |
| description | Supply chain presents a very complex field involving a large number of participants. The aim of the complete supply chain is finding an optimum from the aspect of all participants, which is a rather complex task. In order to ensure optimum satisfaction for all participants, it is necessary that the beginning phase consists of correct evaluations and supplier selection. In this study, the supplier selection was performed in the construction company, on the basis of a new approach in the field of multi-criteria model. Weight coefficients were obtained by DEMATEL (Decision Making Trial and Evaluation Laboratory) method, based on the rough numbers. Evaluation and the supplier selection were made on the basis of a new Rough EDAS (Evaluation based on Distance from Average Solution) method, which presents one of the latest methods in this field. In order to determine the stability of the model and the applicability of the proposed Rough EDAS method, an extension of the COPRAS and MULTIMOORA method by rough numbers was also performed in this study, and the findings of the comparative analysis were presented. Besides the new approaches based on the extension by rough numbers, the results are also compared with the Rough MABAC (MultiAttributive Border Approximation area Comparison) and Rough MAIRCA (MultiAttributive Ideal-Real Comparative Analysis). In addition, in the sensitivity analysis, 18 different scenarios were formed, the ones in which criteria change their original values. At the end of the sensitivity analysis, SCC (Spearman Correlation Coefficient) of the obtained ranges was carried out, confirming the applicability of the proposed approaches. |
| first_indexed | 2024-04-11T20:51:26Z |
| format | Article |
| id | doaj.art-d61465a92d4d4cb680edcefe6f6b5832 |
| institution | Directory Open Access Journal |
| issn | 2073-8994 |
| language | English |
| last_indexed | 2024-04-11T20:51:26Z |
| publishDate | 2017-11-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Symmetry |
| spelling | doaj.art-d61465a92d4d4cb680edcefe6f6b58322022-12-22T04:03:51ZengMDPI AGSymmetry2073-89942017-11-0191127910.3390/sym9110279sym9110279Novel Integrated Multi-Criteria Model for Supplier Selection: Case Study Construction CompanyŽeljko Stević0Dragan Pamučar1Marko Vasiljević2Gordan Stojić3Sanja Korica4Faculty of Transport and Traffic Engineering, University of East Sarajevo, Vojvode Mišića 52, 74000 Doboj, Bosnia and HerzegovinaDepartment of logistics, University of Defence in Belgrade, Pavla Jurisica Sturma 33, 11000 Belgrade, SerbiaFaculty of Transport and Traffic Engineering, University of East Sarajevo, Vojvode Mišića 52, 74000 Doboj, Bosnia and HerzegovinaFaculty of Technical Sciences, University of Novi Sad, Trg Dositeja Obradovica 6, 21000 Novi Sad, SerbiaFaculty for ecology and environmental protection, University Union—Nikola Tesla, Cara Dusana 62-64, 11000 Belgrade, SerbiaSupply chain presents a very complex field involving a large number of participants. The aim of the complete supply chain is finding an optimum from the aspect of all participants, which is a rather complex task. In order to ensure optimum satisfaction for all participants, it is necessary that the beginning phase consists of correct evaluations and supplier selection. In this study, the supplier selection was performed in the construction company, on the basis of a new approach in the field of multi-criteria model. Weight coefficients were obtained by DEMATEL (Decision Making Trial and Evaluation Laboratory) method, based on the rough numbers. Evaluation and the supplier selection were made on the basis of a new Rough EDAS (Evaluation based on Distance from Average Solution) method, which presents one of the latest methods in this field. In order to determine the stability of the model and the applicability of the proposed Rough EDAS method, an extension of the COPRAS and MULTIMOORA method by rough numbers was also performed in this study, and the findings of the comparative analysis were presented. Besides the new approaches based on the extension by rough numbers, the results are also compared with the Rough MABAC (MultiAttributive Border Approximation area Comparison) and Rough MAIRCA (MultiAttributive Ideal-Real Comparative Analysis). In addition, in the sensitivity analysis, 18 different scenarios were formed, the ones in which criteria change their original values. At the end of the sensitivity analysis, SCC (Spearman Correlation Coefficient) of the obtained ranges was carried out, confirming the applicability of the proposed approaches.https://www.mdpi.com/2073-8994/9/11/279constructionrough numberEDASDEMATELMCDMsupply chain |
| spellingShingle | Željko Stević Dragan Pamučar Marko Vasiljević Gordan Stojić Sanja Korica Novel Integrated Multi-Criteria Model for Supplier Selection: Case Study Construction Company Symmetry construction rough number EDAS DEMATEL MCDM supply chain |
| title | Novel Integrated Multi-Criteria Model for Supplier Selection: Case Study Construction Company |
| title_full | Novel Integrated Multi-Criteria Model for Supplier Selection: Case Study Construction Company |
| title_fullStr | Novel Integrated Multi-Criteria Model for Supplier Selection: Case Study Construction Company |
| title_full_unstemmed | Novel Integrated Multi-Criteria Model for Supplier Selection: Case Study Construction Company |
| title_short | Novel Integrated Multi-Criteria Model for Supplier Selection: Case Study Construction Company |
| title_sort | novel integrated multi criteria model for supplier selection case study construction company |
| topic | construction rough number EDAS DEMATEL MCDM supply chain |
| url | https://www.mdpi.com/2073-8994/9/11/279 |
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