Scheduling jobs in an Alcan aluminium foundry using a genetic algorithm

Marc Gravel; Wilson L.Price; Caroline Gagne 20f

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Scheduling jobs in an Alcan aluminium foundry using a genetic algorithm

机译：使用遗传算法调度Alcan铝铸造厂的工作

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We present a genetic algorithm for the solution of an industrial scheduling prob- lem in an Alcan aluminium foundry situated in Quebec. We seek the best pro- cessing sequence for n orders on a m parallel machines. The set-up times are sequence dependent and we must deal with multiple criteria. There are also a number of structural constraints that distinguish this situation from the classical model. The performance of the solution approach is compared with the results of the scheduling process used by the firm according to three criteria: meeting due dates, number and duration of required set-ups and metal flow.

机译：我们提出了一种遗传算法，用于解决位于魁北克的Alcan铝铸造厂的工业调度问题。我们在m台并行机上寻求n个订单的最佳处理顺序。设置时间取决于序列，我们必须处理多个条件。还有许多结构上的限制将这种情况与经典模型区分开。根据以下三个标准，将解决方案方法的性能与公司使用的调度过程的结果进行比较：满足到期日，所需设置的数量和持续时间以及金属流。

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《International Journal of Production Research》 |2000年第13期|p.3031-3041|共11页
作者
Marc Gravel; Wilson L.Price; Caroline Gagne 20f;
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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类管理学;
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3. Design of a Hybrid Genetic Algorithm for Parallel Machines Scheduling to Minimize Job Tardiness and Machine Deteriorating Costs with Deteriorating Jobs in a Batched Delivery System [J] . Saidi-Mehrabad Mohammad, Bairamzadeh Samira Journal of Optimization in Industrial Engineering . 2018,第1期

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4. A hybrid of genetic algorithm and bottleneck shifting for flexible job shop scheduling problemA hybrid of genetic algorithm and bottleneck shifting for flexible job shop scheduling problem [C] . Jie Gao, Mitsuo Gen, Linyan Sun, Annual conference on Genetic and evolutionary computation;Conference on Genetic and evolutionary computation . 2006

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Scheduling jobs in an Alcan aluminium foundry using a genetic algorithm

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