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A rollout algorithm framework for heuristic solutions to finite-horizon stochastic dynamic programs

Citations

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Cited by:

  1. Marlin W. Ulmer & Barrett W. Thomas & Dirk C. Mattfeld, 2019. "Preemptive depot returns for dynamic same-day delivery," EURO Journal on Transportation and Logistics, Springer;EURO - The Association of European Operational Research Societies, vol. 8(4), pages 327-361, December.
  2. Marianne Guillet & Maximilian Schiffer, 2023. "Coordinated charging station search in stochastic environments: A multiagent approach," Production and Operations Management, Production and Operations Management Society, vol. 32(8), pages 2596-2618, August.
  3. Zhao, Yanlu & Alfandari, Laurent & Archetti, Claudia, 2025. "Stochastic scheduling and routing decisions in online meal delivery platforms with mixed force," European Journal of Operational Research, Elsevier, vol. 323(1), pages 139-152.
  4. Zhang, Jian & Woensel, Tom Van, 2023. "Dynamic vehicle routing with random requests: A literature review," International Journal of Production Economics, Elsevier, vol. 256(C).
  5. Brčić, Mario & Katić, Marija & Hlupić, Nikica, 2019. "Planning horizons based proactive rescheduling for stochastic resource-constrained project scheduling problems," European Journal of Operational Research, Elsevier, vol. 273(1), pages 58-66.
  6. Hyun-Soo Ahn & Stefanus Jasin & Philip Kaminsky & Yang Wang, 2018. "Analysis of Deterministic Control and Its Improvements for an Inventory Problem with Multiproduct Batch Differentiation," Operations Research, INFORMS, vol. 66(1), pages 58-78, 1-2.
  7. Zerui Wu & Ran Liu & Ershun Pan, 2023. "Server Routing-Scheduling Problem in Distributed Queueing System with Time-Varying Demand and Queue Length Control," Transportation Science, INFORMS, vol. 57(5), pages 1209-1230, September.
  8. Marianne Guillet & Gerhard Hiermann & Alexander Kröller & Maximilian Schiffer, 2022. "Electric Vehicle Charging Station Search in Stochastic Environments," Transportation Science, INFORMS, vol. 56(2), pages 483-500, March.
  9. Anyosa, Susan & Eidsvik, Jo & Pizarro, Oscar, 2023. "Adaptive spatial designs minimizing the integrated Bernoulli variance in spatial logistic regression models - with an application to benthic habitat mapping," Computational Statistics & Data Analysis, Elsevier, vol. 179(C).
  10. Chunlai Yu & Xiaoming Wang & Qingxin Chen, 2025. "Efficient Rollout Algorithms for Resource-Constrained Project Scheduling with a Flexible Project Structure and Uncertain Activity Durations," Mathematics, MDPI, vol. 13(9), pages 1-25, April.
  11. Ulmer, Marlin W. & Soeffker, Ninja & Mattfeld, Dirk C., 2018. "Value function approximation for dynamic multi-period vehicle routing," European Journal of Operational Research, Elsevier, vol. 269(3), pages 883-899.
  12. Yu Wu & Bo Zeng & Ming Jian, 2025. "ADP- and rollout-based dynamic vehicle routing for pick-up service via budgeting capacity," Flexible Services and Manufacturing Journal, Springer, vol. 37(2), pages 513-557, June.
  13. Klapp, Mathias A. & Erera, Alan L. & Toriello, Alejandro, 2020. "Request acceptance in same-day delivery," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 143(C).
  14. Marlin W. Ulmer & Justin C. Goodson & Dirk C. Mattfeld & Marco Hennig, 2019. "Offline–Online Approximate Dynamic Programming for Dynamic Vehicle Routing with Stochastic Requests," Service Science, INFORMS, vol. 53(1), pages 185-202, February.
  15. Bertazzi, Luca & Secomandi, Nicola, 2018. "Faster rollout search for the vehicle routing problem with stochastic demands and restocking," European Journal of Operational Research, Elsevier, vol. 270(2), pages 487-497.
  16. Satya S. Malladi & Alan L. Erera & Chelsea C. White, 2021. "Managing mobile production-inventory systems influenced by a modulation process," Annals of Operations Research, Springer, vol. 304(1), pages 299-330, September.
  17. Klapp, Mathias A. & Erera, Alan L. & Toriello, Alejandro, 2018. "The Dynamic Dispatch Waves Problem for same-day delivery," European Journal of Operational Research, Elsevier, vol. 271(2), pages 519-534.
  18. John E. Fontecha & Oscar O. Guaje & Daniel Duque & Raha Akhavan-Tabatabaei & Juan P. Rodríguez & Andrés L. Medaglia, 2020. "Combined maintenance and routing optimization for large-scale sewage cleaning," Annals of Operations Research, Springer, vol. 286(1), pages 441-474, March.
  19. Wadi Khalid Anuar & Lai Soon Lee & Hsin-Vonn Seow & Stefan Pickl, 2022. "A Multi-Depot Dynamic Vehicle Routing Problem with Stochastic Road Capacity: An MDP Model and Dynamic Policy for Post-Decision State Rollout Algorithm in Reinforcement Learning," Mathematics, MDPI, vol. 10(15), pages 1-70, July.
  20. Soeffker, Ninja & Ulmer, Marlin W. & Mattfeld, Dirk C., 2022. "Stochastic dynamic vehicle routing in the light of prescriptive analytics: A review," European Journal of Operational Research, Elsevier, vol. 298(3), pages 801-820.
  21. Annarita De Maio & Jeffrey W. Ohlmann & Sara Stoia & Francesca Vocaturo, 2025. "Analysis of in-store crowdshipping in a stochastic dynamic pickup-and-delivery system," 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. 33(3), pages 1149-1170, September.
  22. Marlin W. Ulmer, 2020. "Horizontal combinations of online and offline approximate dynamic programming for stochastic dynamic vehicle routing," 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. 28(1), pages 279-308, March.
  23. Nicolas Houy & Julien Flaig, 2021. "Hospital-wide surveillance-based antimicrobial treatments: A Monte-Carlo look-ahead method," Post-Print halshs-03506952, HAL.
  24. Ulmer, Marlin W. & Thomas, Barrett W., 2020. "Meso-parametric value function approximation for dynamic customer acceptances in delivery routing," European Journal of Operational Research, Elsevier, vol. 285(1), pages 183-195.
  25. Hanpeng Zhang & Yuxin Wu & Yi Liao & Yuvraj Gajpal, 2020. "Cooperative Strategies in Two-Echelon Rescue Delivery Environment with Accessibility Uncertainty," Sustainability, MDPI, vol. 12(13), pages 1-18, July.
  26. Scherr, Yannick Oskar & Gansterer, Margaretha & Hartl, Richard F., 2024. "Request acceptance with overbooking in dynamic and collaborative vehicle routing," European Journal of Operational Research, Elsevier, vol. 314(2), pages 612-629.
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