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
2015-08-01
发表期刊IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
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
DOI10.1109/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
被引频次:6[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/8905
专题复杂系统管理与控制国家重点实验室_先进控制与自动化
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
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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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