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FLEXIBLE DYNAMIC SCHEDULING BASED ON IMMUNE ALGORITHM

机译:基于免疫算法的柔性动态调度

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The Job-Shop Scheduling Problem is simplified from the shop production though it is NP-hard, and the actual Scheduling is more complicated than it. The complex flexible manufacturing cell dynamic scheduling (FMCDS) which takes much disturb into account is researched in. The machine may suddenly turn into malfunction during production, and the jobs may go into or be canceled from scheduling for some reason. Each kind of part can be disintegrated into a lot of batch which includes some parts, and batch operation can choice one from some machines. Furthermore, several objects are optimized, which include time, cost and machine use rate. The FMCDS model is set up, and a dynamic evaluation based immune algorithm and rolling-disturb hybrid rescheduling policy are initially brought forward to solve FMCDS. The proposed algorithm, policy and method are applied to Xi'an Aviation Manufacture Corporation, and can fulfill its FMCDS.
机译:尽管车间作业调度问题是NP难题,但从车间生产中可以简化它,并且实际调度比它要复杂得多。研究了考虑到很多干扰的复杂的灵活制造单元动态调度(FMCDS)。在生产过程中,机器可能突然变成故障,并且由于某种原因,作业可能会进入或取消调度。每种零件都可以分解成很多批处理,其中包括一些零件,并且批处理操作可以从某些机器中选择一个。此外,还优化了几个对象,包括时间,成本和机器使用率。建立了FMCDS模型,提出了基于动态评估的免疫算法和滚动扰动混合调度策略来求解FMCDS。将该算法,策略和方法应用于西安航空制造总公司,并能完成其FMCDS。

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