TY - JOUR
T1 - Integrated optimization of line planning and train timetabling in railway corridors with passengers’ expected departure time interval
AU - Zhang, Chuntian
AU - Qi, Jianguo
AU - Gao, Yuan
AU - Yang, Lixing
AU - Gao, Ziyou
AU - Meng, Fanting
N1 - Publisher Copyright:
© 2021 Elsevier Ltd
PY - 2021/12
Y1 - 2021/12
N2 - Line planning and train timetabling are two basic problems in railway operations. A commonly used way is to first obtain the line plan and then design the train timetable based on the pre-generated line plan. This paper expects to find an effective way to combine these two problems into an integrated optimization model, in which the line plan and timetable are optimized simultaneously. Specifically, with the help of some linearization techniques, we formulate a mixed integer linear programming (MILP) model to find the optimal number of operated trains, as well as the origin and destination stations, stop plan, arrival/departure times of each train at each station and assignment of passenger demands on each train, by employing the railway corridor information and time-related passenger demands as inputs. We aim to simultaneously minimize the operation cost and total travel time of trains, and the bi-objective problem is effectively transformed into a single-objective problem by linear weighted methods. Finally, a series of numerical experiments based on Wuhan-Guangzhou high-speed railway corridor in China verify the effectiveness of the integrated optimization methods.
AB - Line planning and train timetabling are two basic problems in railway operations. A commonly used way is to first obtain the line plan and then design the train timetable based on the pre-generated line plan. This paper expects to find an effective way to combine these two problems into an integrated optimization model, in which the line plan and timetable are optimized simultaneously. Specifically, with the help of some linearization techniques, we formulate a mixed integer linear programming (MILP) model to find the optimal number of operated trains, as well as the origin and destination stations, stop plan, arrival/departure times of each train at each station and assignment of passenger demands on each train, by employing the railway corridor information and time-related passenger demands as inputs. We aim to simultaneously minimize the operation cost and total travel time of trains, and the bi-objective problem is effectively transformed into a single-objective problem by linear weighted methods. Finally, a series of numerical experiments based on Wuhan-Guangzhou high-speed railway corridor in China verify the effectiveness of the integrated optimization methods.
KW - Integrated optimization
KW - Line planning
KW - Time-related passenger demand
KW - Train timetabling
UR - http://www.scopus.com/inward/record.url?scp=85115759452&partnerID=8YFLogxK
U2 - 10.1016/j.cie.2021.107680
DO - 10.1016/j.cie.2021.107680
M3 - Article
AN - SCOPUS:85115759452
SN - 0360-8352
VL - 162
JO - Computers and Industrial Engineering
JF - Computers and Industrial Engineering
M1 - 107680
ER -