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一种求解制造/再制造混合系统车间调度的启发式算法
引用本文:刘清涛,朱华东,蔡宗琰. 一种求解制造/再制造混合系统车间调度的启发式算法[J]. 中国科技论文在线, 2013, 0(10): 1039-1043,1063
作者姓名:刘清涛  朱华东  蔡宗琰
作者单位:[1]长安大学道路施工技术与装备教育部重点实验室,西安710064 [2]河南琛源电力工程设计有限公司,郑州450001
基金项目:国家自然科学基金资助项目(51305042);中央高校基本科研业务费专项资金资助项目(2013G1251031)
摘    要:针对传统方法在求解制造/再制造混合系统车间调度时存在的问题,根据制造/再制造混合系统车间调度的特点,提出了最早交货期一最长加工时间(earliest deliverydate-longest processing time fist,EDD-LPT)的启发式算法。首先,将全部工件按照交货期的时间非减排列,对于交货期相同的工件,则按照再制造修复时间非增排列。然后,依次将工件安排在修复费用最小的设备上。对于再制造修复费用和延迟交货费用之和大于新品制造费用的工件,则采用新品制造替换。最后,给出了EDD-LPT启发式算法的最坏误差界。实例研究表明,EDD-LPT启发式算法较传统方法在计算时长方面具有更好的性能。

关 键 词:计算机应用  启发式算法  调度模型  混合系统

A heuristic approach for solving scheduling problems in hybrid manufacturing/remanufacturing system
Liu Qingtao,Zhu Huadong,Cai Zongyan. A heuristic approach for solving scheduling problems in hybrid manufacturing/remanufacturing system[J]. Sciencepaper Online, 2013, 0(10): 1039-1043,1063
Authors:Liu Qingtao  Zhu Huadong  Cai Zongyan
Affiliation:1. Key Laboratory for Highway Construction Technology and Equipment of Ministry of Education ,Chang'an University, Xi ' an 710064,China;2. Henan Chen yuan Electric Power Engineering Design Co. , Ltd , Zhengzhou 450001 ,China)
Abstract:Given the existent problem of scheduling in hybrid manufacturing/remanufacturing system, a heuristic approach, i. e. , the earliest delivery date-longest processing time fist (EDD-LPT), is proposed on the basis of the features of the hybrid manufac- turing/remanufacturing system. In first instance, all the workpieces are arranged in a non-decreasing order for the delivery time. For the workpieces with the same delivery, they will be arrayed in a non-increasing order in accordance with remanufacturing time. Then, the workpieces are arranged in equipment with the smallest repair costs successively. While the workpieces, whose sum of remanufacturing costs and delayed delivery costs are more than the costs for manufacturing new parts, are replaced by new parts. Finally, the worst error bounds of the EDD-LPT heuristic algorithm are given. Case study shows that the EDD-LPT heu- ristic algorithm outperforms than conventional methods in the time length of calculation.
Keywords:computer applications  heuristic algorithm  scheduling model  hybrid system
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