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Optimized appointment scheduling

Author

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  • Kemper, Benjamin
  • Klaassen, Chris A.J.
  • Mandjes, Michel

Abstract

In service systems, in order to balance the server’s idle times and the customers’ waiting times, one may fix the arrival times of the customers beforehand in an appointment schedule. We propose a procedure for determining appointment schedules in such a D/G/1-type of system by sequentially minimizing the per-customer expected loss. Our approach provides schedules for any convex loss function; for the practically relevant cases of the quadratic and absolute value loss functions appealing closed-form results are derived. Importantly, our approach does not impose any conditions on the service time distribution; it is even allowed that the customers’ service times have different distributions.

Suggested Citation

  • Kemper, Benjamin & Klaassen, Chris A.J. & Mandjes, Michel, 2014. "Optimized appointment scheduling," European Journal of Operational Research, Elsevier, vol. 239(1), pages 243-255.
  • Handle: RePEc:eee:ejores:v:239:y:2014:i:1:p:243-255
    DOI: 10.1016/j.ejor.2014.05.027
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    References listed on IDEAS

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    1. Wang, P. Patrick, 1999. "Sequencing and scheduling N customers for a stochastic server," European Journal of Operational Research, Elsevier, vol. 119(3), pages 729-738, December.
    2. Guido Kaandorp & Ger Koole, 2007. "Optimal outpatient appointment scheduling," Health Care Management Science, Springer, vol. 10(3), pages 217-229, September.
    3. Chrwan-Jyh Ho & Hon-Shiang Lau, 1992. "Minimizing Total Cost in Scheduling Outpatient Appointments," Management Science, INFORMS, vol. 38(12), pages 1750-1764, December.
    4. Mehmet A. Begen & Maurice Queyranne, 2011. "Appointment Scheduling with Discrete Random Durations," Mathematics of Operations Research, INFORMS, vol. 36(2), pages 240-257, May.
    5. Brant E. Fries & Vijay P. Marathe, 1981. "Determination of Optimal Variable-Sized Multiple-Block Appointment Systems," Operations Research, INFORMS, vol. 29(2), pages 324-345, April.
    6. Jonathan Patrick & Martin L. Puterman & Maurice Queyranne, 2008. "Dynamic Multipriority Patient Scheduling for a Diagnostic Resource," Operations Research, INFORMS, vol. 56(6), pages 1507-1525, December.
    7. Norman T. J. Bailey, 1954. "Queueing for Medical Care," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 3(3), pages 137-145, November.
    8. B Lehaney & S A Clarke & R J Paul, 1999. "A case of an intervention in an outpatients department," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 50(9), pages 877-891, September.
    9. Rohleder, Thomas R. & Klassen, Kenneth J., 2000. "Using client-variance information to improve dynamic appointment scheduling performance," Omega, Elsevier, vol. 28(3), pages 293-302, June.
    10. Refael Hassin & Sharon Mendel, 2008. "Scheduling Arrivals to Queues: A Single-Server Model with No-Shows," Management Science, INFORMS, vol. 54(3), pages 565-572, March.
    11. Edward J. Rising & Robert Baron & Barry Averill, 1973. "A Systems Analysis of a University-Health-Service Outpatient Clinic," Operations Research, INFORMS, vol. 21(5), pages 1030-1047, October.
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    Citations

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    Cited by:

    1. Pan, Xingwei & Geng, Na & Xie, Xiaolan & Wen, Jing, 2020. "Managing appointments with waiting time targets and random walk-ins," Omega, Elsevier, vol. 95(C).
    2. Yuan Gao & Qian Zhang & Chun Kit Lau & Bhagwat Ram, 2022. "Robust Appointment Scheduling in Healthcare," Mathematics, MDPI, vol. 10(22), pages 1-15, November.
    3. Mahes, Roshan & Mandjes, Michel & Boon, Marko & Taylor, Peter, 2024. "Adaptive scheduling in service systems: A Dynamic programming approach," European Journal of Operational Research, Elsevier, vol. 312(2), pages 605-626.
    4. Paola Cappanera & Filippo Visintin & Carlo Banditori & Daniele Feo, 2019. "Evaluating the long-term effects of appointment scheduling policies in a magnetic resonance imaging setting," Flexible Services and Manufacturing Journal, Springer, vol. 31(1), pages 212-254, March.
    5. Yun Zhou & Mahmut Parlar & Vedat Verter & Shannon Fraser, 2021. "Surgical Scheduling with Constrained Patient Waiting Times," Production and Operations Management, Production and Operations Management Society, vol. 30(9), pages 3253-3271, September.
    6. Dogru, Ali K. & Melouk, Sharif H., 2019. "Adaptive appointment scheduling for patient-centered medical homes," Omega, Elsevier, vol. 85(C), pages 166-181.
    7. Vink, Wouter & Kuiper, Alex & Kemper, Benjamin & Bhulai, Sandjai, 2015. "Optimal appointment scheduling in continuous time: The lag order approximation method," European Journal of Operational Research, Elsevier, vol. 240(1), pages 213-219.
    8. Victor F. Araman & Hong Chen & Peter W. Glynn & Li Xia, 2022. "On a single server queue fed by scheduled traffic with Pareto perturbations," Queueing Systems: Theory and Applications, Springer, vol. 100(1), pages 61-91, February.
    9. Xuanzhu Fan & Jiafu Tang & Chongjun Yan, 2020. "Appointment scheduling optimization with two stages diagnosis for clinic outpatient," Computational Statistics, Springer, vol. 35(2), pages 469-490, June.
    10. Ahmadi-Javid, Amir & Jalali, Zahra & Klassen, Kenneth J, 2017. "Outpatient appointment systems in healthcare: A review of optimization studies," European Journal of Operational Research, Elsevier, vol. 258(1), pages 3-34.
    11. Jiang, Bowen & Tang, Jiafu & Yan, Chongjun, 2019. "A stochastic programming model for outpatient appointment scheduling considering unpunctuality," Omega, Elsevier, vol. 82(C), pages 70-82.
    12. Nguyen, Thu Ba T. & Sivakumar, Appa Iyer & Graves, Stephen C., 2018. "Capacity planning with demand uncertainty for outpatient clinics," European Journal of Operational Research, Elsevier, vol. 267(1), pages 338-348.
    13. Kuiper, Alex & Mandjes, Michel, 2015. "Appointment scheduling in tandem-type service systems," Omega, Elsevier, vol. 57(PB), pages 145-156.
    14. Roland Braune & Walter J. Gutjahr & Petra Vogl, 2022. "Stochastic radiotherapy appointment scheduling," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 30(4), pages 1239-1277, December.

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