节点文献
基于不确定作业时间的FSMP调度问题研究
On flexible flow shop scheduling problem with uncertain process time
【摘要】 针对一类加工时间不确定的FSMP调度问题,建立了基于扩展期望区间数近似不确定参数的优化模型.提出了利用扩展期望区间数构造参数近似边界的取极大运算方法,给出了包含不确定度控制指标的多目标优化模型.基于算例,讨论了决策因子和不确定度控制指标对调度性能的影响,仿真结果及分析表明了该模型和算法的有效性与鲁棒性.
【Abstract】 An fuzzy optimization model is established for the flow shop with multiple processors scheduling problem. The presented approach replaces the uncertain parameters with extend expected interval numbers, and establishes approximate boundaries for uncertain parameters during the optimization process. A crisp multi-object programming model is presented. Effects of the variation of decision ratio and uncertainty control constraints are also concerned. Numerical experiment shows efficiency and robustness of the new algorithm.
【关键词】 FSMP调度;
模糊优化;
遗传算法;
多目标优化;
【Key words】 FSMP scheduling; fuzzy optimization; GA; multi-object optimization;
【Key words】 FSMP scheduling; fuzzy optimization; GA; multi-object optimization;
【基金】 国家自然科学基金资助项目(60094015).
- 【文献出处】 控制与决策 ,Control and Decision , 编辑部邮箱 ,2004年02期
- 【分类号】TP273
- 【被引频次】6
- 【下载频次】260