Robust Single Machine Scheduling with Random Blocks in an Uncertain Environment

被引:1
|
作者
Bozejko, Wojciech [1 ]
Rajba, Pawel [2 ]
Wodecki, Mieczyslaw [3 ]
机构
[1] Wroclaw Univ Technol, Fac Elect, Dept Automat Mechatron & Control Syst, Janiszewskiego 11-17, PL-50372 Wroclaw, Poland
[2] Univ Wroclaw, Inst Comp Sci, Joliot Curie 15, PL-50383 Wroclaw, Poland
[3] Wroclaw Univ Sci & Technol, Fac Elect, Telecommun & Teleinformat Dept, Wybrzeze Wyspianskiego 27, PL-50370 Wroclaw, Poland
来源
COMPUTATIONAL SCIENCE - ICCS 2020, PT VII | 2020年 / 12143卷
关键词
Single machine scheduling; Uncertain parameters; Normal distribution; Tabu search; Block approach; MINIMIZE;
D O I
10.1007/978-3-030-50436-6_39
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
While scheduling problems in deterministic models are quite well investigated, the same problems in an uncertain environment require very often further exploration and examination. In the paper we consider a single machine tabu search method with block approach in an uncertain environment modeled by random variables with the normal distribution. We propose a modification to the tabu search method which improves the robustness of the obtained solutions. The conducted computational experiments show that the proposed improvement results in a much more robust solutions than the ones obtained in the classic block approach.
引用
收藏
页码:529 / 538
页数:10
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