|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
|Source Publication||IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
|Abstract||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 Headings||Science & Technology
|WOS Keyword||URBAN EVACUATION
; LEVEL MODEL
|WOS Research Area||Engineering
|WOS Subject||Engineering, Civil
; Engineering, Electrical & Electronic
; Transportation Science & Technology
|Affiliation||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
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.
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.
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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