A two-stage UAV routing problem with time window considering rescheduling with random delivery reliability
文献类型：期刊论文
| 作者 | Yan, Rui1; Tian, Haotong1; Gao, Kaiye2,3; Peng, Rui4; Bin Liu5 |
| 刊名 | PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART O-JOURNAL OF RISK AND RELIABILITY
 |
| 出版日期 | 2022-06-14 |
| 页码 | 17 |
| 关键词 | Unmanned aerial vehicle system reliability vehicle routing optimization rescheduling strategy variable neighborhood search |
| ISSN号 | 1748-006X |
| DOI | 10.1177/1748006X221105395 |
| 英文摘要 | Reliability is an important metric for unmanned aerial vehicles (UAVs) to perform important, complex, and dangerous tasks. In addition, reliability influences the operational cost in UAVs routing. In order to reduce the operational cost of UAVs tasks, a method of routing strategy optimization is proposed from a view of mission reliability in this paper to address the limitations in routing scheduling. Different from previous studies on the UAVs routing optimization problem, this paper proposes a method that can reduce the operational costs of UAVs tasks based on the mission reliability. This method includes two stages: the pre-optimization stage and the rescheduling stage. In the pre-optimization stage, an optimal UAVs route solution is obtained for all the targets, while in the rescheduling stage, new UAVs are dispatched to the unvisited targets in the pre-optimization stage based on the new optimal UAVs route. |
| 资助项目 | National Natural Science Foundation of China[71802021] ; National Natural Science Foundation of China[71801013] ; National Natural Science Foundation of China[71803029] ; National Natural Science Foundation of China[72001027] |
| WOS研究方向 | Engineering ; Operations Research & Management Science |
| 语种 | 英语 |
| WOS记录号 | WOS:000813099600001 |
| 出版者 | SAGE PUBLICATIONS LTD |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/61257]  |
| 专题 | 中国科学院数学与系统科学研究院 |
| 通讯作者 | Gao, Kaiye |
| 作者单位 | 1.Univ Sci & Technol Beijing, Sch Econ & Management, Beijing, Peoples R China 2.Beijing Informat Sci & Technol Univ, Sch Econ & Management, 12 Xiaoyingdong Rd, Beijing 100192, Peoples R China 3.Chinese Acad Sci, Acad Math & Syst Sci, Beijing, Peoples R China 4.Beijing Univ Technol, Sch Econ & Management, Beijing, Peoples R China 5.Univ Strathclyde, Dept Management Sci, Glasgow, Lanark, Scotland |
| 推荐引用方式 GB/T 7714 | Yan, Rui,Tian, Haotong,Gao, Kaiye,et al. A two-stage UAV routing problem with time window considering rescheduling with random delivery reliability[J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART O-JOURNAL OF RISK AND RELIABILITY,2022:17. |
| APA | Yan, Rui,Tian, Haotong,Gao, Kaiye,Peng, Rui,&Bin Liu.(2022).A two-stage UAV routing problem with time window considering rescheduling with random delivery reliability.PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART O-JOURNAL OF RISK AND RELIABILITY,17. |
| MLA | Yan, Rui,et al."A two-stage UAV routing problem with time window considering rescheduling with random delivery reliability".PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART O-JOURNAL OF RISK AND RELIABILITY (2022):17. |
入库方式： OAI收割
来源：数学与系统科学研究院
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