Name
Title | ||
|---|---|---|
Scheduling unrelated parallel machines with preventive maintenance and setup time: Multi-sub-colony artificial bee colony |
Abstract | ||
|---|---|---|
In this study unrelated parallel machine scheduling problem (UPMSP) with preventive maintenance (PM) and sequence dependent setup times (SDST) is investigated. A multi-sub-colony artificial bee colony (MABC) is proposed to minimize makespan and total tardiness simultaneously, in which initial population is generated by heuristics. s employed bee sub-colonies are obtained by division and all these sub-colonies except the worst one are learned by s−1 onlooker bee sub-colonies, diversified combinations of global search and neighborhood searches are adopted in employed bee phase and onlooker bee phase and two elimination processes are applied. A number of experiments are conducted. Computational results demonstrate that new strategies of MABC are effective and MABC has great advantages in solving UPSMP with PM and SDST. |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1016/j.asoc.2022.109154 | Applied Soft Computing |
Keywords | DocType | Volume |
Preventive maintenance,Setup time,Unrelated parallel machine,Scheduling,Artificial bee colony | Journal | 125 |
ISSN | Citations | PageRank |
1568-4946 | 0 | 0.34 |
References | Authors | |
0 | 2 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| De-ming Lei | 1 | 176 | 18.60 |
| Hai Yang | 2 | 0 | 0.34 |