Rescheduling rail networks with maintenance disruptions using Problem Space Search

被引:104
作者
Albrecht, A. R. [1 ]
Panton, D. M. [1 ]
Lee, D. H. [1 ]
机构
[1] Univ S Australia, Sch Math & Stat, Mawson Lakes, SA 5095, Australia
关键词
Rail transportation; Disruption recovery; Scheduling; Meta-heuristics; TRAINS;
D O I
10.1016/j.cor.2010.09.001
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The creation of train timetables for long-haul single track networks is a challenging process. This task is more difficult if track maintenance disruptions are to be taken into account. This paper describes how the Problem Space Search (PSS) meta-heuristic can be used for large scale problems to create quality timetables in which both train movements and scheduled track maintenance are simultaneously considered. We show that the PSS meta-heuristic can rapidly generate a large number of alternative train timetables and then describe how the technique is generalized to construct an integrated timetable which includes track maintenance. We show how the technique can also be used as an operational tool where a revised schedule can be quickly generated to take into account the new state of a disrupted system. A case study for a single track rail network in Queensland Australia, which spans a distance of 480 km, has 57 crossing loops and typically carries over 50 trains per day is discussed. Statement of scope and purpose: This paper details a fast and efficient heuristic for the simultaneous scheduling of trains and track maintenance in a large scale rail network. We also show how the heuristic can work in a dynamic environment in which disruptions occur. Crown Copyright (c) 2010 Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:703 / 712
页数:10
相关论文
共 20 条
[1]  
Albrecht A.R., 2009, THESIS U S AUSTR
[2]   Railway timetabling using Lagrangian relaxation [J].
Brannlund, U ;
Lindberg, PO ;
Nou, A ;
Nilsson, JE .
TRANSPORTATION SCIENCE, 1998, 32 (04) :358-369
[3]   Scheduling preventive railway maintenance activities [J].
Budai, G. ;
Huisman, D. ;
Dekker, R. .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2006, 57 (09) :1035-1044
[4]   Greedy heuristics for rapid scheduling of trains on a single track [J].
Cai, X ;
Goh, CJ ;
Mees, AI .
IIE TRANSACTIONS, 1998, 30 (05) :481-493
[5]   Railway track possession assignment using constraint satisfaction [J].
Cheung, BSN ;
Chow, KP ;
Hui, LCK ;
Yong, AMK .
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 1999, 12 (05) :599-611
[6]   A survey of optimization models for train routing and scheduling [J].
Cordeau, JF ;
Toth, P ;
Vigo, D .
TRANSPORTATION SCIENCE, 1998, 32 (04) :380-404
[7]   Optimal scheduling of trains on a single line track [J].
Higgins, A ;
Kozan, E ;
Ferreira, L .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 1996, 30 (02) :147-161
[8]   Scheduling of railway track maintenance activities and crews [J].
Higgins, A .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1998, 49 (10) :1026-1033
[9]   TACTICAL SCHEDULING OF RAIL OPERATIONS - THE SCAN-I SYSTEM [J].
JOVANOVIC, D ;
HARKER, PT .
TRANSPORTATION SCIENCE, 1991, 25 (01) :46-64
[10]   REAL-TIME SCHEDULING OF FREIGHT RAILROADS [J].
KRAAY, DR ;
HARKER, PT .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 1995, 29 (03) :213-229