Managing Emergency Traffic Evacuation With a Partially Random Destination Allocation Strategy: A Computational-Experiment-Based Optimization Approach
文献类型：期刊论文
| 作者 | Lv, Yisheng1 ; Zhang, Xiqiao2; Kang, Wenwen1; Duan, Yanjie1
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| 刊名 | IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
 |
| 出版日期 | 2015-08-01 |
| 卷号 | 16期号:4页码:2182-2191 |
| 关键词 | Computational experiment evacuation control metamodel simulation-based optimization |
| 英文摘要 | Natural or man-made disasters can cause huge losses of human life and property. One of the effective and widely used response and mitigation strategies for these disasters is traffic evacuation. Evacuation destination choice is critical in evacuation traffic planning and management. In this paper, we propose a partially random destination allocation strategy for evacuation management. We present ametamodel-based simulation optimization method to design the strategy. The proposed method uses a quadratic polynomial as a metamodel, within which a degree-free trust region algorithm is developed to solve the proposed model. The performance of the proposed method is evaluated based on a subnetwork of Beijing with two different traffic demands. Computational experiments demonstrate that the proposed method can yield a well-performed strategy, leading to reduced network clearance times. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Engineering, Civil ; Engineering, Electrical & Electronic ; Transportation Science & Technology |
| 研究领域[WOS] | Engineering ; Transportation |
| 关键词[WOS] | URBAN EVACUATION ; LEVEL MODEL ; NETWORK ; CONTRAFLOW ; SIMULATION ; MICROSIMULATION ; MANAGEMENT ; FRAMEWORK ; POINTS ; TIME |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000359253600050 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/8905]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队 |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 2.Harbin Inst Technol, Dept Transportat Engn, Sch Transportat Sci & Technol, Harbin 150090, Peoples R China |
| 推荐引用方式 GB/T 7714 | Lv, Yisheng,Zhang, Xiqiao,Kang, Wenwen,et al. Managing Emergency Traffic Evacuation With a Partially Random Destination Allocation Strategy: A Computational-Experiment-Based Optimization Approach[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,2015,16(4):2182-2191. |
| APA | Lv, Yisheng,Zhang, Xiqiao,Kang, Wenwen,&Duan, Yanjie.(2015).Managing Emergency Traffic Evacuation With a Partially Random Destination Allocation Strategy: A Computational-Experiment-Based Optimization Approach.IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,16(4),2182-2191. |
| MLA | Lv, Yisheng,et al."Managing Emergency Traffic Evacuation With a Partially Random Destination Allocation Strategy: A Computational-Experiment-Based Optimization Approach".IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 16.4(2015):2182-2191. |
入库方式： OAI收割
来源：自动化研究所
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