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Application of Modified Differential Evolution for the supply chainmanagement of rice in the lower North-Eastern Region of Thailand |
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| รหัสดีโอไอ | |
| Creator | 1. Sedthapoom Thoucharee 2. Rapeepan Pitakaso 3. Thanchuda Phannikul |
| Title | Application of Modified Differential Evolution for the supply chainmanagement of rice in the lower North-Eastern Region of Thailand |
| Publisher | Research and Development Office, Prince of Songkla University |
| Publication Year | 2560 |
| Journal Title | Songklanakarin Journal of Science and Technology (SJST) |
| Journal Vol. | 39 |
| Journal No. | 5 |
| Page no. | 609 |
| Keyword | the supply chain management of rice,modified differential evolution (MODDE) |
| ISSN | 0125-3395 |
| Abstract | This research presents the application of Modified Differential Evolution (MODDE) for the the supply chainmanagement of rice in the Lower North-Eastern region of Thailand in order to compare the efficiency of the problem solutionwith the Differential Evolution (DE) Method and also to reduce logistical costs in the Lower North-Eastern region of Thailandby experimenting with real and randomly generated problems with a total of 17 instances. 14 instances are of small andmedium size problems. Computational results show that MODDE can produce in average 92.38% of Global Optimal; answersobtained from Global Optimal are about 0.0448% different and the average computing time is about 2.27% shorter than forDE. If the problem is larger, it is found that MODDE can encounter a Best solution difference from the best objective of-3.5838% in average. It can also reduce the objective value of the case study (I93-J12-L18-N12) by 10.64%. |
