標題: | NEW HEURISTICS FOR SOLVING THE ECONOMIC LOT SCHEDULING PROBLEM WITH REWORKS |
作者: | Chang, Yu-Jen Yao, Ming-Jong 運輸與物流管理系 註:原交通所+運管所 Department of Transportation and Logistics Management |
關鍵字: | Inventory;rework;logistics;heuristic;scheduling;search |
公開日期: | 1-Feb-2011 |
摘要: | In this study, we are interested in the economic lot scheduling problem (ELSP) that considers manufacturing of the serviceable products and remanufacturing of the rework products. In this paper, we formulate a mathematical model for the ELSP with reworks using the common cycle approach in which only one manufacturing lot and only one rework lot for each product exist during a common cycle. In order to solve this problem, we propose two heuristics that not only search for the optimal cycle time and an optimal production sequence, but also utilize a simple scheduling heuristic to schedule the starting time of all the manufacturing and rework lots so as to minimize the average total costs. The first heuristic is a simple heuristic that employs a 2-opt search to obtain a close-to-optimal production sequence. The second heuristic, which is a refined version of the simple heuristic, employs a bisection search to look for an optimal cycle time. In our numerical experiments, we compare the effectiveness of both heuristics using randomly generated instances. |
URI: | http://dx.doi.org/10.3934/jimo.2011.7.229 http://hdl.handle.net/11536/25830 |
ISSN: | 1547-5816 |
DOI: | 10.3934/jimo.2011.7.229 |
期刊: | JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION |
Volume: | 7 |
Issue: | 1 |
起始頁: | 229 |
結束頁: | 251 |
Appears in Collections: | Articles |