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交货期窗口下的并行机调度问题的遗传算法
Genetic algorithm for parallel machine scheduling with due windows
【摘要】 给出了一种求解不同交货期窗口的并行机调度问题的混合遗传算法 ,根据问题的特征采用扩展排列编码方式表示工件的分配和排列 .利用给出的调度优先级规则和最好适应值规则相结合的启发式算法对每台机器上工件的顺序进行调整 .实验表明所给的算法是有效的
【Abstract】 In this paper a hybrid genetic algorithm for solving the parallel machine scheduling problem with different due windows is proposed. An extended permutation-coding scheme is used to represent job partition and job permutation based on the problem characteristics. A heuristic from combining priority rule with best-fit rule is given to adjust the jobs sequence on each machine. The experiment results show that the algorithm is effective.
【关键词】 交货期窗口;
并行机调度;
遗传算法;
启发式;
【Key words】 due windows; parallel machine scheduling; genetic algorithm; heuristic;
【Key words】 due windows; parallel machine scheduling; genetic algorithm; heuristic;
【基金】 辽宁省教委科研基金资助项目 ( 982 742 1189)
- 【文献出处】 系统工程学报 ,Journal of Systems Engineering , 编辑部邮箱 ,2002年01期
- 【分类号】O224
- 【被引频次】28
- 【下载频次】360