Scheduling equal-length jobs with arbitrary sizes on uniform parallel batch machines

被引:19
|
作者
Xin, Xiao [2 ,3 ]
Khan, Muhammad Ijaz [4 ,5 ]
Li, Shuguang [1 ]
机构
[1] Shandong Technol & Business Univ, Coll Comp Sci & Technol, Yantai 264005, Peoples R China
[2] Shandong Technol & Business Univ, Coll Foreign Studies, Yantai 264005, Peoples R China
[3] Shandong Technol & Business Univ, Shandong Co Innovat Ctr Future Intelligent Comp, Yantai 264005, Peoples R China
[4] Lebanese Amer Univ, Dept Mech Engn, Beirut 36206, Lebanon
[5] Peking Univ, Dept Mech & Engn Sci, Beijing 100871, Peoples R China
来源
OPEN MATHEMATICS | 2023年 / 21卷 / 01期
关键词
scheduling; uniform parallel batch machines; job sizes; equal job lengths; makespan; PROCESSING MACHINES; ALGORITHM;
D O I
10.1515/math-2022-0562
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
We consider the problem of scheduling jobs with equal lengths and arbitrary sizes on uniform parallel batch machines with different capacities. Each machine can only process the jobs whose sizes are not larger than its capacity. Several jobs can be processed as a batch simultaneously on a machine, as long as their total size does not exceed the machine's capacity. The objective is to minimize makespan. Under a divisibility constraint, we obtain two efficient exact algorithms. For the general problem, we obtain an efficient 2-approximation algorithm. Previous work has shown that the problem cannot be approximated to within an approximation ratio better than 2, unless P = NP, even when all machines have identical speeds and capacities.
引用
收藏
页数:11
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