| Heuristic genetic algorithm for capacitated production planning problems with batch processing and remanufacturing | |
| Li, Yongjian ; Chen, Jian ; Cai, Xiaoqiang | |
| 2010-05-11 ; 2010-05-11 | |
| 关键词 | dynamic lot-sizing inventory product substitution remanufacturing genetic algorithms INVENTORY SYSTEMS MODEL SUBSTITUTION COST Engineering, Industrial Engineering, Manufacturing Operations Research & Management Science |
| 中文摘要 | In this paper, we analyze a version of the capacitated dynamic lot-sizing problem with substitutions and return products. Both batch manufacturing and batch remanufacturing are considered within the framework of deterministic time-varying demands in a finite time horizon, where the option of emergency procurement/outsourcing subject to a subcontract is also allowed. Setup costs are taken into account when batch manufacturing or batch remanufacturing takes place. We first apply a genetic algorithm to deter-mine all periods requiring setups for batch manufacturing and batch remanufacturing, then develop a dynamic programming approach to provide the optimal solution to determine how many new products are manufactured or return products are remanufactured in each of these periods. The objective is to minimize the total cost, including batch manufacturing, batch remanufacturing, emergency procurement, holding and setup costs. Numerical examples illustrate the effectiveness of the approach. (c) 2005 Published by Elsevier B.V. |
| 语种 | 英语 ; 英语 |
| 出版者 | ELSEVIER SCIENCE BV ; AMSTERDAM ; PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS |
| 内容类型 | 期刊论文 |
| 源URL | [http://hdl.handle.net/123456789/26118]  |
| 专题 | 清华大学 |
| 推荐引用方式 GB/T 7714 | Li, Yongjian,Chen, Jian,Cai, Xiaoqiang. Heuristic genetic algorithm for capacitated production planning problems with batch processing and remanufacturing[J],2010, 2010. |
| APA | Li, Yongjian,Chen, Jian,&Cai, Xiaoqiang.(2010).Heuristic genetic algorithm for capacitated production planning problems with batch processing and remanufacturing.. |
| MLA | Li, Yongjian,et al."Heuristic genetic algorithm for capacitated production planning problems with batch processing and remanufacturing".(2010). |
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