Knowledge Commons of Institute of Automation，CAS
| Managing Emergency Traffic Evacuation With a Partially Random Destination Allocation Strategy: A Computational-Experiment-Based Optimization Approach | |
Lv, Yisheng1 ; Zhang, Xiqiao2; Kang, Wenwen1; Duan, Yanjie1
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| 发表期刊 | IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
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| 2015-08-01 | |
| 卷号 | 16期号:4页码:2182-2191 |
| 文章类型 | Article |
| 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. |
| 关键词 | Computational Experiment Evacuation Control Metamodel Simulation-based Optimization |
| WOS标题词 | Science & Technology ; Technology |
| DOI | 10.1109/TITS.2015.2399852 |
| 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研究方向 | Engineering ; Transportation |
| WOS类目 | Engineering, Civil ; Engineering, Electrical & Electronic ; Transportation Science & Technology |
| WOS记录号 | WOS:000359253600050 |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.ia.ac.cn/handle/173211/8905 |
| 专题 | 多模态人工智能系统全国重点实验室_平行智能技术与系统团队 |
| 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 |
| 第一作者单位 | 中国科学院自动化研究所 |
| 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. |
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| Managing Emergency T（717KB） | 期刊论文 | 作者接受稿 | 开放获取 | CC BY-NC-SA | 浏览 | |
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