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An enhanced approach for the dial a ride problem with drivers preferences

Author

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  • Sana Ouasaid

    (Hassan II University Of Casablanca)

  • Mohammed Saddoune

    (Hassan II University Of Casablanca)

Abstract

The paper addresses a variant of the dial-a-ride problem with additional features. It is referred to as the DARP with driver preferences, which attempts to determine a solution more driver-oriented by designing a short trip in a specific direction that has to be finished at a destination of interest within a restricted time window. For this purpose, two solutions are considered. The first involves solving the new MILP exactly using the CPLEX software. The second is a new approach that employs an iterated local search as a general framework and exploits many heuristics. Numerical experiments indicate that the approach can efficiently solve the generated DARPDP instances in a reasonable time.

Suggested Citation

  • Sana Ouasaid & Mohammed Saddoune, 2025. "An enhanced approach for the dial a ride problem with drivers preferences," OPSEARCH, Springer;Operational Research Society of India, vol. 62(3), pages 1548-1580, September.
    • Handle: RePEc:spr:opsear:v:62:y:2025:i:3:d:10.1007_s12597-024-00843-4
    DOI: 10.1007/s12597-024-00843-4
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    References listed on IDEAS

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    1. Sophie N. Parragh & Jorge Pinho de Sousa & Bernardo Almada-Lobo, 2015. "The Dial-a-Ride Problem with Split Requests and Profits," Transportation Science, INFORMS, vol. 49(2), pages 311-334, May.
    2. Cordeau, Jean-François & Laporte, Gilbert, 2003. "A tabu search heuristic for the static multi-vehicle dial-a-ride problem," Transportation Research Part B: Methodological, Elsevier, vol. 37(6), pages 579-594, July.
    3. Reinhardt, Line Blander & Clausen, Tommy & Pisinger, David, 2013. "Synchronized dial-a-ride transportation of disabled passengers at airports," European Journal of Operational Research, Elsevier, vol. 225(1), pages 106-117.
    4. Masmoudi, Mohamed Amine & Hosny, Manar & Demir, Emrah & Genikomsakis, Konstantinos N. & Cheikhrouhou, Naoufel, 2018. "The dial-a-ride problem with electric vehicles and battery swapping stations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 118(C), pages 392-420.
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