A Simulation-Based Dynamic Programming Method for Interchange Scheduling of Port Collecting and Distributing Network

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Publicat a:Journal of Advanced Transportation vol. 2018 (2018)
Autor principal: Peng, Yun
Altres autors: Wang, Wenyuan, Xu, Xinglu, Modi, Chen, Song, Xiangqun, Li, Xiangda
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John Wiley & Sons, Inc.
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Accés en línia:Citation/Abstract
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100 1 |a Peng, Yun  |u State Key Laboratory of Coastal and Offshore Engineering, Dalian University of Technology, No. 2 Linggong Road, Ganjingzi District, Dalian, Liaoning 116023, China 
245 1 |a A Simulation-Based Dynamic Programming Method for Interchange Scheduling of Port Collecting and Distributing Network 
260 |b John Wiley & Sons, Inc.  |c 2018 
513 |a Journal Article 
520 3 |a As one of the effective methods to reduce congestion, grade intersection has already been changed to interchange in port collecting and distributing network (PCDN) of many Chinese ports, since the first interchange was built in the PCDN of Dalian port in 1924. Due to the growing demand for port freight transportation, congestion in PCDN is becoming one of the inevitable problems that need to be solved. This paper addresses the best interchange scheduling multistage decision problem in PCDN at a network level. The main challenges are how to estimate the delay time and cope with high uncertainties in port network and PCDN. Therefore, a simulation-based dynamic programming (DP) model is proposed with the purpose of minimizing total cost in lifetime period by combining a DP model and two nested simulation models together. Two simulation models are built to figure out the delay cost in the optimization model, which cannot be calculated by mathematical analysis due to complex vehicle travel patterns and irregular traffic volume caused by random events, such as the arrival pattern of ships’, natural conditions, and storage period of cargos. Finally, a real project in northern China is presented as a case study. The proposed method can be applied in similar cases and can help solve analogous complicated multistage problems. 
653 |a Research 
653 |a Delay time 
653 |a Mathematical analysis 
653 |a Mathematical models 
653 |a Optimization 
653 |a Roads & highways 
653 |a Trucks 
653 |a Distributing 
653 |a Transportation planning 
653 |a Traffic congestion 
653 |a Computer simulation 
653 |a Vehicles 
653 |a Freight transportation 
653 |a Simulation 
653 |a Dynamic programming 
653 |a Multistage 
653 |a Scheduling 
653 |a Cost analysis 
653 |a Traffic volume 
653 |a Earthquakes 
653 |a Seismic engineering 
653 |a Bridges 
653 |a Travel patterns 
653 |a Preventive maintenance 
653 |a Infrastructure 
653 |a Ports 
653 |a Construction costs 
653 |a Traffic 
653 |a Economic 
700 1 |a Wang, Wenyuan  |u State Key Laboratory of Coastal and Offshore Engineering, Dalian University of Technology, No. 2 Linggong Road, Ganjingzi District, Dalian, Liaoning 116023, China 
700 1 |a Xu, Xinglu  |u State Key Laboratory of Coastal and Offshore Engineering, Dalian University of Technology, No. 2 Linggong Road, Ganjingzi District, Dalian, Liaoning 116023, China 
700 1 |a Modi, Chen  |u CCCC-FHDI Engineering Co., Ltd., Guangzhou, China 
700 1 |a Song, Xiangqun  |u State Key Laboratory of Coastal and Offshore Engineering, Dalian University of Technology, No. 2 Linggong Road, Ganjingzi District, Dalian, Liaoning 116023, China 
700 1 |a Li, Xiangda  |u State Key Laboratory of Coastal and Offshore Engineering, Dalian University of Technology, No. 2 Linggong Road, Ganjingzi District, Dalian, Liaoning 116023, China 
773 0 |t Journal of Advanced Transportation  |g vol. 2018 (2018) 
786 0 |d ProQuest  |t ABI/INFORM Global 
856 4 1 |3 Citation/Abstract  |u https://www.proquest.com/docview/2407649095/abstract/embedded/6A8EOT78XXH2IG52?source=fedsrch 
856 4 0 |3 Full Text  |u https://www.proquest.com/docview/2407649095/fulltext/embedded/6A8EOT78XXH2IG52?source=fedsrch 
856 4 0 |3 Full Text - PDF  |u https://www.proquest.com/docview/2407649095/fulltextPDF/embedded/6A8EOT78XXH2IG52?source=fedsrch