TY - GEN
T1 - Simulation-Optimization Approach for Integrated Scheduling at Wharf Apron in Container Terminals
AU - Zhu, Mengyu
AU - Zhou, Chenhao
AU - Che, Ada
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - As the bridge between land and sea transports, container terminals play a significant role in global trading activities. In order to improve the operational efficiency at the wharf apron, this paper introduced an integrated scheduling problem with the consideration of vehicle dispatching and routing, and developed a time-space network based on takt time. Given the highly uncertain nature of vehicle movement and equipment handshakes, a simulation-optimization approach was developed, which integrates an improved particle swarm optimization and a discrete event simulation model. To further reduce simulation run time, parallel computing was adopted in the algorithm. Numerical experiment shows that the proposed algorithm outperforms the genetic algorithm-based and strategy-based simulation-optimization approach.
AB - As the bridge between land and sea transports, container terminals play a significant role in global trading activities. In order to improve the operational efficiency at the wharf apron, this paper introduced an integrated scheduling problem with the consideration of vehicle dispatching and routing, and developed a time-space network based on takt time. Given the highly uncertain nature of vehicle movement and equipment handshakes, a simulation-optimization approach was developed, which integrates an improved particle swarm optimization and a discrete event simulation model. To further reduce simulation run time, parallel computing was adopted in the algorithm. Numerical experiment shows that the proposed algorithm outperforms the genetic algorithm-based and strategy-based simulation-optimization approach.
UR - http://www.scopus.com/inward/record.url?scp=85147431957&partnerID=8YFLogxK
U2 - 10.1109/WSC57314.2022.10015248
DO - 10.1109/WSC57314.2022.10015248
M3 - 会议稿件
AN - SCOPUS:85147431957
T3 - Proceedings - Winter Simulation Conference
SP - 1944
EP - 1955
BT - Proceedings of the 2022 Winter Simulation Conference, WSC 2022
A2 - Feng, B.
A2 - Pedrielli, G.
A2 - Peng, Y.
A2 - Shashaani, S.
A2 - Song, E.
A2 - Corlu, C.G.
A2 - Lee, L.H.
A2 - Chew, E.P.
A2 - Roeder, T.
A2 - Lendermann, P.
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2022 Winter Simulation Conference, WSC 2022
Y2 - 11 December 2022 through 14 December 2022
ER -