Using Grid Computing to Solve Hard Planning and Scheduling Problems

被引:0
|
作者
Ferris, Michael C. [1 ]
Maravelias, Christos T. [2 ]
Sundaramoorthy, Arul [2 ]
机构
[1] Univ Wisconsin, Dept Comp Sci, 1210 W Dayton St, Madison, WI 53706 USA
[2] Univ Wisconsin, Dept Chem & Biolog Engn, Madison, WI 53706 USA
关键词
mixed-integer programming; grid computing; decomposition algorithm;
D O I
暂无
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Production planning and scheduling problems routinely arise in process industries. In spite of extensive research work to develop efficient scheduling methods, existing approaches are inefficient in solving industrial-scale problems in reasonable time. In this paper we develop a dynamic decomposition scheme that exploits the structure of the problem and facilitates grid computing. We consider the problem of simultaneous batching and scheduling of multi-stage batch processes. The proposed method can be used to solve hard problems on a grid computer to optimality in reasonable time.
引用
收藏
页码:617 / 622
页数:6
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