TY - JOUR
T1 - Scheduling Inland Waterway Transport Vessels and Locks Using a Switching Max-Plus-Linear Systems Approach
AU - Segovia, Pablo
AU - Pesselse, Mike
AU - Van Den Boom, Ton
AU - Reppa, Vasso
PY - 2022
Y1 - 2022
N2 - This paper considers the inland waterborne transport (IWT) problem, and presents a scheduling approach for inland vessels and locks to generate optimal vessel and lock timetables. The scheduling strategy is designed in the switching max-plus-linear (SMPL) systems framework, as these are characterized by a number of features that make them well suited to represent the IWT problem. In particular, the resulting model is linear in the max-plus algebra, and SMPL systems can switch between modes, an interesting feature due to the presence of vessel routing and ordering constraints in the model. Moreover, SMPL systems can be transformed into mixed-integer linear programming (MILP) problems, for which efficient solvers are available. Finally, a realistic case study is used to test the approach and assess its effectiveness.
AB - This paper considers the inland waterborne transport (IWT) problem, and presents a scheduling approach for inland vessels and locks to generate optimal vessel and lock timetables. The scheduling strategy is designed in the switching max-plus-linear (SMPL) systems framework, as these are characterized by a number of features that make them well suited to represent the IWT problem. In particular, the resulting model is linear in the max-plus algebra, and SMPL systems can switch between modes, an interesting feature due to the presence of vessel routing and ordering constraints in the model. Moreover, SMPL systems can be transformed into mixed-integer linear programming (MILP) problems, for which efficient solvers are available. Finally, a realistic case study is used to test the approach and assess its effectiveness.
KW - Inland waterborne transport
KW - intelligent transportation systems
KW - max-plus algebra
KW - scheduling
KW - switching max-plus-linear systems
KW - vessel-to-infrastructure interaction
UR - http://www.scopus.com/inward/record.url?scp=85147395961&partnerID=8YFLogxK
U2 - 10.1109/OJITS.2022.3218334
DO - 10.1109/OJITS.2022.3218334
M3 - Article
AN - SCOPUS:85147395961
VL - 3
SP - 748
EP - 762
JO - IEEE Open Journal of Intelligent Transportation Systems
JF - IEEE Open Journal of Intelligent Transportation Systems
SN - 2687-7813
ER -