A combined multi objective model to supplier evaluation and selection and order allocation using AHP and TOPSIS
Supplier selection and allocating orders to them accurately, is one of the most important challenges in supply chain management.The reasone is that an incorrect choosing suppliers can disrupt the financial and technical position of supply chain. Whereas the supplier selection is a multi-objective de...
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University of Qom
2022-09-01
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| Series: | مدیریت مهندسی و رایانش نرم |
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| Online Access: | https://jemsc.qom.ac.ir/article_879_3e4d68fd9e17a22239737c000d929ef8.pdf |
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| author | Ali Nazeri Bohlool Ebrahimi Reza Naderikia |
| author_facet | Ali Nazeri Bohlool Ebrahimi Reza Naderikia |
| author_sort | Ali Nazeri |
| collection | DOAJ |
| description | Supplier selection and allocating orders to them accurately, is one of the most important challenges in supply chain management.The reasone is that an incorrect choosing suppliers can disrupt the financial and technical position of supply chain. Whereas the supplier selection is a multi-objective decision making with multiple criteria problem, in this paper a linear multi-objective mathematical programming model is presented. In this model, Analytic Hierarchy Process (AHP) has been used for determining supplier’s priority (weight). By choosing proper evaluation criteria, appropriate number of suppliers and suitable amount of row material orders from each supplier can be specified. The presented model is a mathematical programming model that includes five objective functions and several contraints. Epsilon constraint method is applied to solve the model using a pharmaceutical company data. Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) has carried out to determine the best answer Among Pareto solutions. The results of numerical example and sensitivity analysis show the applicability of the suggested model. |
| format | Article |
| id | doaj-art-0face612448648e0a4fca98edeac169f |
| institution | Kabale University |
| issn | 2538-6239 2538-2675 |
| language | fas |
| publishDate | 2022-09-01 |
| publisher | University of Qom |
| record_format | Article |
| series | مدیریت مهندسی و رایانش نرم |
| spelling | doaj-art-0face612448648e0a4fca98edeac169f2025-01-30T20:18:08ZfasUniversity of Qomمدیریت مهندسی و رایانش نرم2538-62392538-26752022-09-01728910610.22091/jemsc.2017.879879A combined multi objective model to supplier evaluation and selection and order allocation using AHP and TOPSISAli Nazeri0Bohlool Ebrahimi1Reza Naderikia2Assistant Prof., Department of Industrial Engineering, Damavand Islamic Azad University, Damavand, IranPh.D. Student, Industrial Engineering, Department of Industrial Engineering, Technology development institute(ACECR), IranMSc. Department of Management, Islamic Azad University, Damavand Science & Research Branch, Damavand, Iran.Supplier selection and allocating orders to them accurately, is one of the most important challenges in supply chain management.The reasone is that an incorrect choosing suppliers can disrupt the financial and technical position of supply chain. Whereas the supplier selection is a multi-objective decision making with multiple criteria problem, in this paper a linear multi-objective mathematical programming model is presented. In this model, Analytic Hierarchy Process (AHP) has been used for determining supplier’s priority (weight). By choosing proper evaluation criteria, appropriate number of suppliers and suitable amount of row material orders from each supplier can be specified. The presented model is a mathematical programming model that includes five objective functions and several contraints. Epsilon constraint method is applied to solve the model using a pharmaceutical company data. Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) has carried out to determine the best answer Among Pareto solutions. The results of numerical example and sensitivity analysis show the applicability of the suggested model.https://jemsc.qom.ac.ir/article_879_3e4d68fd9e17a22239737c000d929ef8.pdfahpmulti-objective mathematical programmingorder allocationsupplier evaluation and selectionsupply chain |
| spellingShingle | Ali Nazeri Bohlool Ebrahimi Reza Naderikia A combined multi objective model to supplier evaluation and selection and order allocation using AHP and TOPSIS مدیریت مهندسی و رایانش نرم ahp multi-objective mathematical programming order allocation supplier evaluation and selection supply chain |
| title | A combined multi objective model to supplier evaluation and selection and order allocation using AHP and TOPSIS |
| title_full | A combined multi objective model to supplier evaluation and selection and order allocation using AHP and TOPSIS |
| title_fullStr | A combined multi objective model to supplier evaluation and selection and order allocation using AHP and TOPSIS |
| title_full_unstemmed | A combined multi objective model to supplier evaluation and selection and order allocation using AHP and TOPSIS |
| title_short | A combined multi objective model to supplier evaluation and selection and order allocation using AHP and TOPSIS |
| title_sort | combined multi objective model to supplier evaluation and selection and order allocation using ahp and topsis |
| topic | ahp multi-objective mathematical programming order allocation supplier evaluation and selection supply chain |
| url | https://jemsc.qom.ac.ir/article_879_3e4d68fd9e17a22239737c000d929ef8.pdf |
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