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一种求解单机成组作业优化调度的启发算法
A Heuristic Algorithm for Single Machine Scheduling with Job Class Setups
【摘要】 优化目标为总流程时间的单机成组作业优化调度问题 ,明显是NP -hard的。该文在利用优化性质的基础上 ,提出了一种构造性的启发算法。该算法计算量小 ,可应用于大规模优化调度问题。仿真结果表明该算法能够找到次优解 ,其性能优于已有的启发算法
【Abstract】 The single machine job class scheduling problem of minimizing total fl owtime is obviously NP-hard. This paper addresses a constructive heuristic algor ithm basing on the optimal properties of solution. This algorithm can solve the large scale problem because its computing complexity is small. The simulation re sults show that it can not only obtain near optimal solution but also better tha n the existed heuristic algorithm.
【关键词】 优化调度;
启发算法;
作业类设置时间;
总流程时间;
【Key words】 Optimal scheduling; Heuristic algorithm; Job class setup time; Total flowtime;
【Key words】 Optimal scheduling; Heuristic algorithm; Job class setup time; Total flowtime;
【基金】 河北省自然科学基金资助项目 (60 2 62 4)
- 【文献出处】 计算机仿真 ,Computer Simulation , 编辑部邮箱 ,2003年02期
- 【分类号】F224
- 【被引频次】14
- 【下载频次】122