Using heuristic search for solving single machine batch processing problems

被引:0
作者
Dang, Thanh-Tung
Frankovic, Baltazar
Budinska, Ivana
Flood, Ben
Sheahan, Con
Dang, Bao-Lam
机构
[1] Slovak Acad Sci, Inst Informat, Bratislava 84507, Slovakia
[2] Univ Dublin Trinity Coll, Ctr Telecomun & Value Chain Driven Res, Dublin 2, Ireland
[3] Univ Limerick, Enterprise Res Ctr, Limerick, Ireland
[4] Hanoi Univ Technol, Dept Design Machines & Robots, Hanoi, Vietnam
关键词
scheduling; batch-processing; optimization; heuristic search;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper deals with scheduling for single machine batch processing, specifically the transporting problem with one vehicle. Capacity restrictions of the machine are considered and the main objective is to find an assignment of jobs to achieve the minimal processing time of all batches, given these capacities. A polynomial algorithm is proposed for solving the case in which the jobs are non-preemptive, non-identical, and are known before the realization of the schedule. The proposed algorithm is implemented and shown to yield better results than alternatives from the literature.
引用
收藏
页码:405 / 420
页数:16
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