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A hybrid metaheuristic method to optimize the order of the sequences in continuous-casting

机译:一种混合元启发式方法,可优化连续播报中的顺序

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In this paper, we propose a hybrid metaheuristic algorithm to maximize the production and to minimize the processing time in the steel-making and continuous casting (SCC) by optimizing the order of the sequences where a sequence is a group of jobs with the same chemical characteristics. Based on the work Bellabdaoui and Teghem (2006) [Bellabdaoui, A., & Teghem, J. (2006). A mixed-integer linear programming model for the continuous casting planning. International Journal of Production Economics, 104(2), 260-270.], a mixed integer linear programming for scheduling steelmaking continuous casting production is presented to minimize the makespan. The order of the sequences in continuous casting is assumed to be fixed. The main contribution is to analyze an additional way to determine the optimal order of sequences. A hybrid method based on simulated annealing and genetic algorithm restricted by a tabu list (SA-GA-TL) is addressed to obtain the optimal order. After parameter tuning of the proposed algorithm, it is tested on different instances using a.NET application and the commercial software solver Cplex v12.5. These results are compared with those obtained by SA-TL (simulated annealing restricted by tabu list).
机译:在本文中,我们提出了一种混合元启发式算法,通过优化序列的顺序(其中序列是一组具有相同化学成分的作业)来最大化炼钢和连铸(SCC)的产量并最小化处理时间特征。基于Bellabdaoui和Teghem(2006)的工作[Bellabdaoui,A.和Teghem,J.(2006)。用于连续铸造计划的混合整数线性规划模型。国际生产经济学杂志,104(2),260-270。],提出了一种用于调度炼钢连续铸造生产的混合整数线性规划,以最大程度地缩短了制造周期。假设连续铸造中的顺序是固定的。主要贡献是分析了确定序列最佳顺序的其他方法。提出了一种基于模拟退火和受禁忌表约束的遗传算法(SA-GA-TL)的混合方法,以获得最优顺序。对提出的算法进行参数调整后,将使用.NET应用程序和商用软件求解器Cplex v12.5在不同的实例上对其进行测试。将这些结果与通过SA-TL(模拟退火受禁忌清单限制)获得的结果进行比较。

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