Modeling and solving the steelmaking and casting scheduling problem

被引:22
作者
Armellini, Davide [1 ,2 ]
Borzone, Paolo [1 ,2 ]
Ceschia, Sara [3 ]
Di Gaspero, Luca [3 ]
Schaerf, Andrea [3 ]
机构
[1] Danieli Automat SpA, Via Bonaldo Stringher 4, I-33042 Buttrio, UD, Italy
[2] Piazza Borgo Pila 39, I-16129 Genoa, Italy
[3] Univ Udine, DPIA, Via Sci 206, I-33100 Udine, Italy
关键词
steelmaking; continuous casting; simulated annealing; hybrid flow shop; PROGRAMMING MODEL; ALGORITHM; SYSTEM; OPTIMIZATION;
D O I
10.1111/itor.12595
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We propose a general model for the problem of planning and scheduling steelmaking and casting activities obtained by combining common features and constraints of the operations from a real plant and the literature. For tackling the problem, we develop a simulated annealing approach based on a solution space made of job permutations, which uses as submodule a chronological constructive procedure that assigns processing times and resources to jobs. Our technique, properly tuned in a statistically principled way, is able to find good solutions for a large range of different settings and horizons. In addition, it outperforms both a greedy procedure and a constraint-based solver developed for comparison purposes on almost all instances. Finally, we have collected several real-world instances that we make available on the web along with the solution validator and our best results.
引用
收藏
页码:57 / 90
页数:34
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