In this paper, we propose a decision support tool to assist a local public transportation company in tackling service delays and small disruptions. We discuss different ways to assess and improve the regularity of the service, and we propose a simulation based optimization system that can be effectively used in a real-time environment taking into account both vehicle and driver shifts. In particular, we describe a tabu-search procedure for the online vehicle scheduling optimizing the regularity of the service and a column generation approach for the consequential crew re-scheduling minimizing the driver extra-time. As a case study, we analyze the management of urban surface lines of Azienda Trasporti Milanese (ATM) of Milan. In the last part of the paper we report a detailed analysis of the experimental phase showing the effectiveness of the proposed approach.

Delay management in public transportation: Service regularity issues and crew re-scheduling / S. Carosi, S. Gualandi, F. Malucelli, E. Tresoldi. - In: TRANSPORTATION RESEARCH PROCEDIA. - ISSN 2352-1465. - 10(2015), pp. 483-492. ((Intervento presentato al 18. convegno Euro Working Group Transportation tenutosi a Delft nel 2015.

Delay management in public transportation: Service regularity issues and crew re-scheduling

E. Tresoldi
2015

Abstract

In this paper, we propose a decision support tool to assist a local public transportation company in tackling service delays and small disruptions. We discuss different ways to assess and improve the regularity of the service, and we propose a simulation based optimization system that can be effectively used in a real-time environment taking into account both vehicle and driver shifts. In particular, we describe a tabu-search procedure for the online vehicle scheduling optimizing the regularity of the service and a column generation approach for the consequential crew re-scheduling minimizing the driver extra-time. As a case study, we analyze the management of urban surface lines of Azienda Trasporti Milanese (ATM) of Milan. In the last part of the paper we report a detailed analysis of the experimental phase showing the effectiveness of the proposed approach.
Delay Management; Transportation; Re-optimization; Real-time Optimization; Real-word scenario
Settore MAT/09 - Ricerca Operativa
Settore INF/01 - Informatica
2015
Article (author)
File in questo prodotto:
File Dimensione Formato  
1-s2.0-S2352146515001891-main.pdf

accesso aperto

Tipologia: Publisher's version/PDF
Dimensione 361.54 kB
Formato Adobe PDF
361.54 kB Adobe PDF Visualizza/Apri
Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/583206
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 7
  • ???jsp.display-item.citation.isi??? 5
social impact