DocumentCode
154880
Title
Multi-agent cooperative transport planning of intermodal freight transport
Author
Li, Luoqing ; Negenborn, Rudy R. ; De Schutter, Bart
Author_Institution
Delft Center for Syst. & Control, Delft Univ. of Technol., Delft, Netherlands
fYear
2014
fDate
8-11 Oct. 2014
Firstpage
2465
Lastpage
2471
Abstract
This paper proposes a multi-agent cooperative intermodal freight transport planning approach for multiple intermodal freight transport operators (IFTOs) in the control of container flows. The cooperation goal is to minimize the overall freight delivery cost for serving certain transport demands. Based on a distributed model predictive control methodology, a cooperative planning approach is proposed by decomposing the augmented Lagrangian formulation of the joint intermodal freight transport planning problem into subproblems that are then cooperatively solved by the IFTOs through iterative exchange of planning information. A simulation study on cooperative intermodel freight transport planning illustrates the potential of the proposed cooperative planning approach.
Keywords
cost reduction; distributed control; freight containers; freight handling; goods distribution; multi-agent systems; planning; predictive control; IFTO; augmented Lagrangian formulation; container flow control; cooperative intermodel freight transport planning; distributed model predictive control methodology; intermodal freight transport operators; iterative exchange; joint intermodal freight transport planning problem; multiagent cooperative intermodal freight transport planning approach; overall freight delivery cost minimization; planning information; transport demands; Artificial neural networks; Containers; Couplings; Joints; Minimization; Optimization; Planning;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Transportation Systems (ITSC), 2014 IEEE 17th International Conference on
Conference_Location
Qingdao
Type
conf
DOI
10.1109/ITSC.2014.6958085
Filename
6958085
Link To Document