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Growing Science » Authors » Abdelwahed Echchtabi

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1.

A hybrid metaheuristic method to optimize the order of the sequences in continuous-casting Pages 385-398 Right click to download the paper Download PDF

Authors: Achraf Touil, Abdelwahed Echchtabi, Adil Bellabdaoui, Abdelkabir Charkaoui

DOI: 10.5267/j.ijiec.2016.2.001

Keywords: Continous-casting, Genetic algorithm, Hybrid metaheuristics, Simulated annealing, Steel-making, Tabu list

Abstract:
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).
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Journal: IJIEC | Year: 2016 | Volume: 7 | Issue: 3 | Views: 2486 | Reviews: 0

 

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