TY - JOUR
T1 - Distributed model predictive control for cooperative synchromodal freight transport
AU - Li, Le
AU - Negenborn, Rudy R.
AU - De Schutter, Bart
PY - 2017
Y1 - 2017
N2 - This paper investigates cooperative synchromodal freight transport planning among multiple intermodal freight transport operators in different and interconnected service networks. The cooperative planning is formulated as a cooperative model predictive container flow control problem, and solved with three Distributed Model Predictive Flow Control (DMPFC) approaches: the . parallel and . serial Augmented Lagrangian Relaxation (ALR) based DMPFC approaches, and the Alternating Direction Method of Multipliers (ADMM) based DMPFC approach. The simulation results show that the . serial ALR-based DMPFC approach requires the least iterations and information exchanges while the ADMM-based DMPFC approach takes the least amount of actual computation time.
AB - This paper investigates cooperative synchromodal freight transport planning among multiple intermodal freight transport operators in different and interconnected service networks. The cooperative planning is formulated as a cooperative model predictive container flow control problem, and solved with three Distributed Model Predictive Flow Control (DMPFC) approaches: the . parallel and . serial Augmented Lagrangian Relaxation (ALR) based DMPFC approaches, and the Alternating Direction Method of Multipliers (ADMM) based DMPFC approach. The simulation results show that the . serial ALR-based DMPFC approach requires the least iterations and information exchanges while the ADMM-based DMPFC approach takes the least amount of actual computation time.
KW - Alternating direction method of multipliers
KW - Cooperative synchromodal freight transport
KW - Distributed model predictive control
UR - http://www.scopus.com/inward/record.url?scp=84992727078&partnerID=8YFLogxK
U2 - 10.1016/j.tre.2016.08.006
DO - 10.1016/j.tre.2016.08.006
M3 - Article
AN - SCOPUS:84992727078
SN - 1366-5545
VL - 105
SP - 240
EP - 260
JO - Transportation Research. Part E: Logistics and Transportation Review
JF - Transportation Research. Part E: Logistics and Transportation Review
ER -
