Computers & Operations Research, Journal Year: 2023, Volume and Issue: 161, P. 106436 - 106436
Published: Sept. 29, 2023
Language: Английский
Computers & Operations Research, Journal Year: 2023, Volume and Issue: 161, P. 106436 - 106436
Published: Sept. 29, 2023
Language: Английский
Journal of the Operational Research Society, Journal Year: 2023, Volume and Issue: 75(9)
Published: Feb. 22, 2023
Language: Английский
Citations
4Journal of Systems Science and Systems Engineering, Journal Year: 2022, Volume and Issue: 31(4), P. 480 - 511
Published: July 14, 2022
Language: Английский
Citations
7Annals of Operations Research, Journal Year: 2024, Volume and Issue: 338(2-3), P. 1157 - 1185
Published: May 22, 2024
Language: Английский
Citations
1Machines, Journal Year: 2022, Volume and Issue: 10(8), P. 661 - 661
Published: Aug. 5, 2022
The assembly scheduling problem (ASP) and distributed (DASP) have attracted much attention in recent years; however, the transportation stage is often neglected previous works. Factory eligibility means that some products cannot be manufactured all factories. Although it extensively exists many real-life manufacturing processes, hardly considered. In this study, a three-stage ASP with DPm→1 layout, factory setup times studied, Q-learning-based artificial bee colony algorithm (QABC) proposed to minimize total tardiness. To obtain high quality solutions, Q-learning implemented by using eight states based on population evaluation, actions defined global search neighborhood search, new reward an adaptive ε−greedy selection applied dynamically select operator; two employed swarms are obtained division, phase migration between them added; scout modified restart strategy also presented. Extensive experiments conducted. computational results demonstrate strategies of QABC effective, competitive for considered problem.
Language: Английский
Citations
6Computers & Operations Research, Journal Year: 2023, Volume and Issue: 161, P. 106436 - 106436
Published: Sept. 29, 2023
Language: Английский
Citations
3