Research on Robustness Prediction and Reactive Scheduling based on Aviation Supporting Resource Breakdown
- 10.2991/icmmita-16.2016.115How to use a DOI?
- robustness prediction; carrier-based aircrafts; reactive scheduling; evolution algorithm
Due to the complicated environment and the supporting procedure of the carrier-based aircrafts, supporting resources are prone to fail when processing supporting operations. In order to reduce the impact of the failures and make the takeoff time of all carrier-based aircrafts minimum, a robust pre-scheduling model is established according to the predictable law of supporting resource failure. If a supporting operation is broken down by the unexpected supporting resource failure, then the affected operations will be rescheduled by shifting to right and replacing the supporting resource, which is named reactive scheduling. For the pre-scheduling and reactive scheduling, an improved differential evolution algorithm is proposed. Finally, the feasibility and validity of the model and algorithm are verified by experiments.
- © 2017, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Lianfei Yu AU - Cheng Zhu AU - Weiming Zhang AU - Jin Liu PY - 2017/01 DA - 2017/01 TI - Research on Robustness Prediction and Reactive Scheduling based on Aviation Supporting Resource Breakdown BT - Proceedings of the 2016 4th International Conference on Machinery, Materials and Information Technology Applications PB - Atlantis Press SP - 621 EP - 628 SN - 2352-538X UR - https://doi.org/10.2991/icmmita-16.2016.115 DO - 10.2991/icmmita-16.2016.115 ID - Yu2017/01 ER -