A Mixed Integer Programming Model for Scheduling Orders in a Steel Mill

被引:41
作者
Redwine, C. N. [1 ]
Wismer, D. A. [2 ]
机构
[1] W Virginia Univ, Dept Ind Engn, Coll Engn, Morgantown, WV 26506 USA
[2] Urban & Ind Syst Branch, Palo Alto, CA USA
基金
美国国家科学基金会;
关键词
Integer programming; mathematical programming; scheduling; linear programming;
D O I
10.1007/BF00932613
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
The problem of scheduling orders at each facility of a large integrated steel mill is considered. Orders are received randomly, and delivery dates are established immediately. Each order is filled by converting raw materials into a finished saleable steel product by a fixed sequence of processes. The application of a deterministic mixed integer linear programming model to the order scheduling problem is given. One important criterion permitted by the model is to process the orders in a sequence which minimizes the total tardiness from promised delivery for all orders; alternative criteria are also possible. Most practical constraints which arise in steelmaking can be considered within the formulation. In particular, sequencing and resource availability constraints are handled easily. The order scheduling model given here contains many variables and constraints, resulting in computational difficulties. A decomposition algorithm is devised for solving the model. The algorithm is a special case of Benders partitioning. Computational experience is reported for a large-scale problem involving scheduling 102 orders through ten facilities over a six-week period. The exact solution to the large-scale problem is compared with schedules determined by several heuristic dispatching rules. The dispatching rules took into consideration such things as due date, processing time, and tardiness penalties. None of the dispatching rules found the optimal solution.
引用
收藏
页码:305 / 318
页数:14
相关论文
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