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Dynamic learning-based search for multi-criteria itinerary planning

Author

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  • Horstmannshoff, Thomas
  • Ehmke, Jan Fabian
  • Ulmer, Marlin W.

Abstract

Travelers expect integrated and multimodal itinerary planning while addressing their individual expectations. Besides common preferences such as travel time and price, further criteria such as walking and waiting times are of importance as well. The competing features of these preferences yield a variety of non-dominated itineraries. Finding the set of non-dominated multimodal travel itineraries in efficient run time remains a challenge in case multiple traveler preferences are considered.

Suggested Citation

  • Horstmannshoff, Thomas & Ehmke, Jan Fabian & Ulmer, Marlin W., 2024. "Dynamic learning-based search for multi-criteria itinerary planning," Omega, Elsevier, vol. 129(C).
    • Handle: RePEc:eee:jomega:v:129:y:2024:i:c:s0305048324001245
    DOI: 10.1016/j.omega.2024.103159
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    References listed on IDEAS

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    1. Grotenhuis, Jan-Willem & Wiegmans, Bart W. & Rietveld, Piet, 2007. "The desired quality of integrated multimodal travel information in public transport: Customer needs for time and effort savings," Transport Policy, Elsevier, vol. 14(1), pages 27-38, January.
    2. Thomas L. Saaty, 1987. "Risk—Its Priority and Probability: The Analytic Hierarchy Process," Risk Analysis, John Wiley & Sons, vol. 7(2), pages 159-172, June.
    3. Liang, Jinpeng & Zang, Guangzhi & Liu, Haitao & Zheng, Jianfeng & Gao, Ziyou, 2023. "Reducing passenger waiting time in oversaturated metro lines with passenger flow control policy," Omega, Elsevier, vol. 117(C).
    4. Lyons, Glenn & Hammond, Paul & Mackay, Kate, 2020. "Reprint of: The importance of user perspective in the evolution of MaaS," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 20-34.
    5. Pedro Valderas & Victoria Torres & Vicente Pelechano, 2020. "Towards the Composition of Services by End-Users," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 62(4), pages 305-321, August.
    6. Nicolai Palm & Markus Landerer & Herbert Palm, 2022. "Gaussian Process Regression Based Multi-Objective Bayesian Optimization for Power System Design," Sustainability, MDPI, vol. 14(19), pages 1-23, October.
    7. Spickermann, Alexander & Grienitz, Volker & von der Gracht, Heiko A., 2014. "Heading towards a multimodal city of the future?," Technological Forecasting and Social Change, Elsevier, vol. 89(C), pages 201-221.
    8. Arne Herzel & Stefan Ruzika & Clemens Thielen, 2021. "Approximation Methods for Multiobjective Optimization Problems: A Survey," INFORMS Journal on Computing, INFORMS, vol. 33(4), pages 1284-1299, October.
    9. Rainer Alt & Jan Fabian Ehmke & Reinhold Haux & Tino Henke & Dirk Christian Mattfeld & Andreas Oberweis & Barbara Paech & Alfred Winter, 2019. "Towards customer-induced service orchestration - requirements for the next step of customer orientation," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(1), pages 79-91, March.
    10. Wu, Laiyun & Kang, Jee Eun & Chung, Younshik & Nikolaev, Alexander, 2021. "Inferring origin-Destination demand and user preferences in a multi-modal travel environment using automated fare collection data," Omega, Elsevier, vol. 101(C).
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