Multi-objective two-stage multiprocessor flow shop scheduling – a subgroup particle swarm optimisation approach
| العنوان: | Multi-objective two-stage multiprocessor flow shop scheduling – a subgroup particle swarm optimisation approach |
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| المؤلفون: | Chun-Ting Hsu, Chang-Lin Yang, Rong-Hwa Huang |
| المصدر: | International Journal of Systems Science. 46:3010-3018 |
| بيانات النشر: | Informa UK Limited, 2014. |
| سنة النشر: | 2014 |
| مصطلحات موضوعية: | Mathematical optimization, Engineering, business.industry, Scheduling (production processes), Particle swarm optimization, Robustness testing, Multiprocessing, Flow shop scheduling, Multiprocessor scheduling, Computer Science Applications, Theoretical Computer Science, Integer programming model, Control and Systems Engineering, business |
| الوصف: | Flow shop production system – compared to other economically important production systems – is popular in real manufacturing environments. This study focuses on the flow shop with multiprocessor scheduling problem FSMP, and develops an improved particle swarm optimisation heuristic to solve it. Additionally, this study designs an integer programming model to perform effectiveness and robustness testing on the proposed heuristic. Experimental results demonstrate a 10% to 50% improvement in the effectiveness of the proposed heuristic in small-scale problem tests, and a 10% to 40% improvement in the robustness of the heuristic in large-scale problem tests, indicating extremely satisfactory performance. |
| تدمد: | 1464-5319 0020-7721 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_________::ab10af38f3e2fd67943d29f5f7d26b48 https://doi.org/10.1080/00207721.2014.886742 |
| رقم الأكسشن: | edsair.doi...........ab10af38f3e2fd67943d29f5f7d26b48 |
| قاعدة البيانات: | OpenAIRE |
PDF full text from Publisher | تدمد: | 14645319 00207721 |
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