Order Priority Evaluation Based on Kriging Model Under Supply Chain Environment
How to tackle the order production priority in production scheduling is a key issue for make-to-order enterprises. Some approaches of determining the order production priority have been proposed from different angles such as linear programming, entropy weight and analytic hierarchy process. Neverthe...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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IEEE
2021-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/9466843/ |
| _version_ | 1811274202074841088 |
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| author | Lianyan Zhu Linhan Ouyang Feng Wu |
| author_facet | Lianyan Zhu Linhan Ouyang Feng Wu |
| author_sort | Lianyan Zhu |
| collection | DOAJ |
| description | How to tackle the order production priority in production scheduling is a key issue for make-to-order enterprises. Some approaches of determining the order production priority have been proposed from different angles such as linear programming, entropy weight and analytic hierarchy process. Nevertheless, under the supply chain environment, the determination of order production priority becomes a complex problem, and traditional approaches have their limitations. Hence, in this paper, a new evaluation index system of order production priority is established under supply chain environment, and then an evaluation model of order priority based on Kriging model is proposed to determine the order production priority. The performance of proposed model is demonstrated by simulation experiments. The results show that the proposed model is suitable for the problems of small samples and it is a feasible, effective evaluation model for order priority. Compared to other models, the proposed model has improved the evaluation precision of order priority. Meanwhile, the proposed model performs more reliable and stable and it augments the methods for order production priority. |
| first_indexed | 2024-04-12T23:14:39Z |
| format | Article |
| id | doaj.art-1f9a73251c18462e8c888127a523dca5 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-04-12T23:14:39Z |
| publishDate | 2021-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-1f9a73251c18462e8c888127a523dca52022-12-22T03:12:43ZengIEEEIEEE Access2169-35362021-01-019936629367110.1109/ACCESS.2021.30930569466843Order Priority Evaluation Based on Kriging Model Under Supply Chain EnvironmentLianyan Zhu0https://orcid.org/0000-0003-1293-2465Linhan Ouyang1Feng Wu2https://orcid.org/0000-0002-5871-2751Department of Education and Science, Nanjing Polytechnic Institute, Nanjing, ChinaCollege of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, ChinaCollege of Economics and Management, Anhui Polytechnic University, Wuhu, ChinaHow to tackle the order production priority in production scheduling is a key issue for make-to-order enterprises. Some approaches of determining the order production priority have been proposed from different angles such as linear programming, entropy weight and analytic hierarchy process. Nevertheless, under the supply chain environment, the determination of order production priority becomes a complex problem, and traditional approaches have their limitations. Hence, in this paper, a new evaluation index system of order production priority is established under supply chain environment, and then an evaluation model of order priority based on Kriging model is proposed to determine the order production priority. The performance of proposed model is demonstrated by simulation experiments. The results show that the proposed model is suitable for the problems of small samples and it is a feasible, effective evaluation model for order priority. Compared to other models, the proposed model has improved the evaluation precision of order priority. Meanwhile, the proposed model performs more reliable and stable and it augments the methods for order production priority.https://ieeexplore.ieee.org/document/9466843/Order production prioritysupply chainmake-to-orderKriging model |
| spellingShingle | Lianyan Zhu Linhan Ouyang Feng Wu Order Priority Evaluation Based on Kriging Model Under Supply Chain Environment IEEE Access Order production priority supply chain make-to-order Kriging model |
| title | Order Priority Evaluation Based on Kriging Model Under Supply Chain Environment |
| title_full | Order Priority Evaluation Based on Kriging Model Under Supply Chain Environment |
| title_fullStr | Order Priority Evaluation Based on Kriging Model Under Supply Chain Environment |
| title_full_unstemmed | Order Priority Evaluation Based on Kriging Model Under Supply Chain Environment |
| title_short | Order Priority Evaluation Based on Kriging Model Under Supply Chain Environment |
| title_sort | order priority evaluation based on kriging model under supply chain environment |
| topic | Order production priority supply chain make-to-order Kriging model |
| url | https://ieeexplore.ieee.org/document/9466843/ |
| work_keys_str_mv | AT lianyanzhu orderpriorityevaluationbasedonkrigingmodelundersupplychainenvironment AT linhanouyang orderpriorityevaluationbasedonkrigingmodelundersupplychainenvironment AT fengwu orderpriorityevaluationbasedonkrigingmodelundersupplychainenvironment |