Optimisation-in-the-loop simulation of multi products single vendor-multi buyers supply chain systems with reactive lateral transhipment
Considering that batik is one of the most popular products in Indonesia, it is important to analyse the supply chain system for batik products. In reality, the supply chain system for batik products enables orders between buyers to receive products more rapidly, allowing them to anticipate stock out...
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| Format: | Article |
| Language: | Indonesian |
| Published: |
Universitas Serang Raya
2023-12-01
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| Series: | Jurnal Sistem dan Manajemen Industri |
| Subjects: | |
| Online Access: | https://e-jurnal.lppmunsera.org/index.php/JSMI/article/view/6495 |
| _version_ | 1797305015313891328 |
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| author | Muhammad Ridwan Andi Purnomo |
| author_facet | Muhammad Ridwan Andi Purnomo |
| author_sort | Muhammad Ridwan Andi Purnomo |
| collection | DOAJ |
| description | Considering that batik is one of the most popular products in Indonesia, it is important to analyse the supply chain system for batik products. In reality, the supply chain system for batik products enables orders between buyers to receive products more rapidly, allowing them to anticipate stock outs and obtain lower ordering costs than when ordering from vendors. It is referred to as reactive lateral transshipment. This paper discusses the development of a simulation-based stochastic optimisation model for a batik product supply chain system with multiproducts and single vendor-multi buyers. The utilised solution searching algorithm is a modified Genetic Algorithms (GA) executed in-loop with the developed simulation-based stochastic model. The results demonstrate that the proposed modified GA is able to provide a global optimum solution, allowing the proposed simulation-based stochastic model to reduce the joint total cost (JTC) of the investigated supply chain system by up to 19% when compared to the local optimisation model in each supply chain party. |
| first_indexed | 2024-03-08T00:18:48Z |
| format | Article |
| id | doaj.art-2c3368387c164665a61950a6995c6888 |
| institution | Directory Open Access Journal |
| issn | 2580-2887 2580-2895 |
| language | Indonesian |
| last_indexed | 2024-03-08T00:18:48Z |
| publishDate | 2023-12-01 |
| publisher | Universitas Serang Raya |
| record_format | Article |
| series | Jurnal Sistem dan Manajemen Industri |
| spelling | doaj.art-2c3368387c164665a61950a6995c68882024-02-16T14:10:15ZindUniversitas Serang RayaJurnal Sistem dan Manajemen Industri2580-28872580-28952023-12-017211612610.30656/jsmi.v7i2.64956495Optimisation-in-the-loop simulation of multi products single vendor-multi buyers supply chain systems with reactive lateral transhipmentMuhammad Ridwan Andi Purnomo0Universitas Islam IndonesiaConsidering that batik is one of the most popular products in Indonesia, it is important to analyse the supply chain system for batik products. In reality, the supply chain system for batik products enables orders between buyers to receive products more rapidly, allowing them to anticipate stock outs and obtain lower ordering costs than when ordering from vendors. It is referred to as reactive lateral transshipment. This paper discusses the development of a simulation-based stochastic optimisation model for a batik product supply chain system with multiproducts and single vendor-multi buyers. The utilised solution searching algorithm is a modified Genetic Algorithms (GA) executed in-loop with the developed simulation-based stochastic model. The results demonstrate that the proposed modified GA is able to provide a global optimum solution, allowing the proposed simulation-based stochastic model to reduce the joint total cost (JTC) of the investigated supply chain system by up to 19% when compared to the local optimisation model in each supply chain party.https://e-jurnal.lppmunsera.org/index.php/JSMI/article/view/6495joint economic lot-sizemodified genetic algorithms (m-ga)optimisation-in-the-loop simulationreactive lateral transhipmentsingle vendor-multi buyers |
| spellingShingle | Muhammad Ridwan Andi Purnomo Optimisation-in-the-loop simulation of multi products single vendor-multi buyers supply chain systems with reactive lateral transhipment Jurnal Sistem dan Manajemen Industri joint economic lot-size modified genetic algorithms (m-ga) optimisation-in-the-loop simulation reactive lateral transhipment single vendor-multi buyers |
| title | Optimisation-in-the-loop simulation of multi products single vendor-multi buyers supply chain systems with reactive lateral transhipment |
| title_full | Optimisation-in-the-loop simulation of multi products single vendor-multi buyers supply chain systems with reactive lateral transhipment |
| title_fullStr | Optimisation-in-the-loop simulation of multi products single vendor-multi buyers supply chain systems with reactive lateral transhipment |
| title_full_unstemmed | Optimisation-in-the-loop simulation of multi products single vendor-multi buyers supply chain systems with reactive lateral transhipment |
| title_short | Optimisation-in-the-loop simulation of multi products single vendor-multi buyers supply chain systems with reactive lateral transhipment |
| title_sort | optimisation in the loop simulation of multi products single vendor multi buyers supply chain systems with reactive lateral transhipment |
| topic | joint economic lot-size modified genetic algorithms (m-ga) optimisation-in-the-loop simulation reactive lateral transhipment single vendor-multi buyers |
| url | https://e-jurnal.lppmunsera.org/index.php/JSMI/article/view/6495 |
| work_keys_str_mv | AT muhammadridwanandipurnomo optimisationintheloopsimulationofmultiproductssinglevendormultibuyerssupplychainsystemswithreactivelateraltranshipment |