TY - JOUR
T1 - Shunting scheduling method in a railway depot for dealing with changes in operational conditions
AU - Sato, Tatsuhiro
AU - Kakumoto, Yoshiki
AU - Murata, Tomohiro
N1 - Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2007
Y1 - 2007
N2 - A shunting schedule in a railroad depot consists of instructions to allocate or move train-units in the field. In this paper, we propose a scheduling method which can reconstruct solution in response to various changes in operational conditions. Under classification of train-units to be re-scheduled into two sets; one is a group of having invalid schedule (ISU) and another is a group of having valid schedule (VSU), the method is escalating the re-scheduling target by adding ISUs to a set of VSU and repeatedly solving a partial problem of the target until all the unit is processed. Based on the mathematical model which formalizes the problem as a kind of Flexible Job Shop Scheduling Problems (FJSSP), the partial solution can be derived by an algorithm which uses Constraint Programming (CP) with domain-oriented heuristics. Being evaluated on some test cases, it is showed that the proposed method can find a reasonable solution in a practical time while suppressing the differences from the original schedule.
AB - A shunting schedule in a railroad depot consists of instructions to allocate or move train-units in the field. In this paper, we propose a scheduling method which can reconstruct solution in response to various changes in operational conditions. Under classification of train-units to be re-scheduled into two sets; one is a group of having invalid schedule (ISU) and another is a group of having valid schedule (VSU), the method is escalating the re-scheduling target by adding ISUs to a set of VSU and repeatedly solving a partial problem of the target until all the unit is processed. Based on the mathematical model which formalizes the problem as a kind of Flexible Job Shop Scheduling Problems (FJSSP), the partial solution can be derived by an algorithm which uses Constraint Programming (CP) with domain-oriented heuristics. Being evaluated on some test cases, it is showed that the proposed method can find a reasonable solution in a practical time while suppressing the differences from the original schedule.
KW - Constraint programming
KW - Decision support system
KW - Railway depot shunting problems
KW - Scheduling
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U2 - 10.1541/ieejeiss.127.274
DO - 10.1541/ieejeiss.127.274
M3 - Article
AN - SCOPUS:33847742535
SN - 0385-4221
VL - 127
SP - 274
EP - 283
JO - IEEJ Transactions on Electronics, Information and Systems
JF - IEEJ Transactions on Electronics, Information and Systems
IS - 2
ER -