Abstract
The line planning problem that arises in the planning of a passenger railway involves selecting a number of lines from a potential pool to provide sufficient passenger capacity, meeting operational requirements, while optimising some measure of line quality. We model, and solve, the problem of minimising the average passenger system time, including frequency-dependent estimates for switching between lines in collaboration with Danish State Railways (DSB). We present a multi-commodity flow formulation for the problem of freely routing passengers, coupled to discrete line-frequency decisions selecting lines from a predefined pool. The performance of the developed methodology is analysed on instances taken from the suburban commuter network, DSB S-tog, in Copenhagen, Denmark. We show that the proposed approach yields line plans that are superior from both an operator and a passenger perspective to line plans that have been implemented in practice.
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References
Arbex RO, da Cunha CB (2015)Efficient transit network design and frequencies setting multi-objective optimization by alternating objective genetic algorithm. Transp Res Part B: Methodol 81, Part 2:355–376 . ISSN 0191-2615. Optimization of urban transportation service networks
Borndörfer R, Grötschel M, Pfetsch ME (2007) A column-generation approach to line planning in public transport. Transp Sci 41(1):123–132
Bussieck M (1998) Optimal lines in public transport. Ph.D. thesis, Technische Universität Braunschweig
Bussieck MR, Kreuzer P, Zimmermann UT (1997) Optimal lines for railway systems. Eur J Oper Res 96(1):54–63
Canca D, De-Los-Santos A, Laporte G, Mesa JA (2017) An adaptive neighborhood search metaheuristic for the integrated railway rapid transit network design and line planning problem. Comput Oper Res 78:1–14
Caprara A, Kroon L, Monaci M, Peeters M, Toth P (2007) Passenger railway optimization, Chap. 3. In: Barnhart C, Laporte G (eds) Handbooks in operations research and management science, vol 14. Elsevier, Amsterdam, pp 129–187
Gattermann P, Harbering J, Schöbel A (2017) Line pool generation . Public Transp 9:7–32
Giesen R, Martinez H, Mauttone A, Urquhart ME (2016) A method for solving the multi-objective transit frequency optimization problem. J Adv Transp 50:2323–2337
Goerigk M, Schmidt M (2017) Line planning with user-optimal route choice. Eur J Oper Res 250:424–436
Goerigk M, Schachtebeck M, Schöbel A (2013) Evaluating line concepts using travel times and robustness. Public Transp 5(3):267–284
Goossens J-W, Van Hoesel S, Kroon L (2004) A branch-and-cut approach for solving railway line-planning problems. Transp Sci 38(3):379–393
Goossens J-W, van Hoesel S, Kroon L (2006) On solving multi-type railway line planning problems. Eur J Oper Res 168(2):403–424
Guan JF, Yang H, Wirasinghe SC (2006) Simultaneous optimization of transit line configuration and passenger line assignment. Transp Res Part B: Methodol 40:885–902
Harbering J (2017) Delay resistant line planning with a view towards passenger transfer. TOP, 2017
Jiang F, Cacchiani V, Toth P (2017) Train timetabling by skip-stop planning in highly congested lines. Transp Res Part B 104:149–174
Nachtigall K, Jerosch K (2008) Simultaneous network line planning and traffic assignment. In: Fischetti M, Widmayer P (eds), 8th Workshop on algorithmic approaches for transportation modeling, optimization, and systems (ATMOS’08), vol 9, Dagstuhl, Germany. Schloss Dagstuhl–Leibniz-Zentrum fuer Informatik. ISBN 978-3-939897-07-1
Ömer Verbas I, Mahmassani HS (2015) Exploring trade-offs in frequency allocation in a transit network using bus route patterns: Methodology and application to large-scale urban systems. Transp Res Part B: Methodol 81, Part 2:577–595 ISSN 0191-2615. Optimization of urban transportation service networks
Rezanova NJ (2015) Line planning optimization at DSB. In: 13th Conference on advanced systems in public transport, Erasmus University
Schmidt M, Schöbel A (2015) The complexity of integrating passenger routing decisions in public transportation models. Networks 65(3):228–243
Schmidt ME (2014) Integrating routing decisions in public transportation problems. Springer, Berlin
Schöbel A (2012) Line planning in public transportation: models and methods. OR Spectr 34(3):491–510
Schöbel A (2017) An eigenmodel for iterative line planning, timetabling and vehicle scheduling in public transport. Transp Res Part C 74:348–365
Schöbel A, Scholl S (2006) Line planning with minimal traveling time. In: ATMOS 2005-5th workshop on algorithmic methods and models for optimization of railways. Internationales Begegnungs-und Forschungszentrum für Informatik (IBFI), Schloss Dagstuhl
Vromans MJ, Dekker R, Kroon LG (2006) Reliability and heterogeneity of railway services. Eur J Oper Res 172(2):647–665
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This work was supported by the Innovation Fund Denmark under grant number 11-115893.
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Bull, S., Larsen, J., Lusby, R.M. et al. Optimising the travel time of a line plan. 4OR-Q J Oper Res 17, 225–259 (2019). https://doi.org/10.1007/s10288-018-0391-5
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DOI: https://doi.org/10.1007/s10288-018-0391-5