Simulation-Optimization for Resource Allocation at SF Express Hub

References

• Altarazi SA, Ammouri MM (2018) Concurrent manual-order-picking warehouse design: A simulation-based design of experiments approach. Internat. J. Production Res. 56(23):7103–7121.Google Scholar
• Chen Y, Yuan B, Zhou Y, Chen Y, Hu H (2024) Smart parcel consolidation at Cainiao. INFORMS J. Appl. Anal. 54(5):417–430.Link, Google Scholar
• Clausen U, Diekmann D, Baudach J, Kaffka J, Pöting M (2015) Improving parcel transshipment operations: Impact of different objective functions in a combined simulation and optimization approach. Yilmaz L, Chan WKV, Moon I, Roeder TMK, Macal CM, Rossetti MD, eds. Proc. 2015 Winter Simulation Conf. (IEEE, Piscataway, NJ), 1924–1935.Google Scholar
• Fang Y, De Koster R, Roy D, Yu Y (2025) Dynamic robot routing and destination assignment policies for robotic sorting systems. Transportation Sci. 59(3):603–627.Link, Google Scholar
• Fedtke S, Boysen N (2017) Layout planning of sortation conveyors in parcel distribution centers. Transportation Sci. 51(1):3–18.Link, Google Scholar
• Fu MC (2002) Optimization for simulation: Theory vs. practice. INFORMS J. Comput. 14(3):192–215.Link, Google Scholar
• Fu MC (2015) Handbook of Simulation Optimization (Springer, New York).Google Scholar
• Ghosh S, Pal A, Kumar P, Ojha A, Paranjape AA, Barat S, Khadilkar H (2021) A simulation driven optimization algorithm for scheduling sorting center operations. Zheng Z, Roeder TMK, Kong Z, Kim J, Smith JS, Lee LH, eds. Proc. 2021 Winter Simulation Conf. (IEEE Press, Piscataway, NJ), 1–12.Google Scholar
• Gong W-B, Ho Y-C, Zhai W (2000) Stochastic comparison algorithm for discrete optimization with estimation. SIAM J. Optim. 10(2):384–404.Google Scholar
• Gorman MF, Clarke J-P, Gharehgozli AH, Hewitt M, de Koster R, Roy D (2014) State of the practice: A review of the application of OR/MS in freight transportation. Interfaces (Providence) 44(6):535–554.Link, Google Scholar
• Gu Z, Zhao X, Wu DJ (2024) A model of shoppertainment live streaming. Management Sci. 71(8):6816–6835.Link, Google Scholar
• Hong LJ, Nelson BL (2006) Discrete optimization via simulation using COMPASS. Oper. Res. 54(1):115–129.Link, Google Scholar
• Jian N, Freund D, Wiberg HM, Henderson SG (2016) Simulation optimization for a large-scale bike-sharing system. Negahban A, Delen D, Loper ML, Diallo SY, Sokolowski JA, Buckley S, eds. Proc. 2016 Winter Simulation Conf. (IEEE Press, Piscataway, NJ), 602–613.Google Scholar
• Kindler E, Coudert T, Berruet P (2004) Component-based simulation for a reconfiguration study of transitic systems. Simulation 80(3):153–163.Google Scholar
• Lin J, Gao B, Zhang C (2014) Simulation-based investment planning for Humen Port. Simulation Model. Practice Theory 40:161–175.Google Scholar
• Martí R, Laguna M, Glover F (2006) Principles of scatter search. Eur. J. Oper. Res. 169(2):359–372.Google Scholar
• Nelson B (2010) Optimization via simulation over discrete decision variables. Hasenbein JH, ed. TutORials in Operations Research, vol. 7 (INFORMS, Catonsville, MD), 193–207.Google Scholar
• Nelson B, Pei L (2013) Foundations and Methods of Stochastic Simulation (Springer, New York).Google Scholar
• Novoa LJ, Jarrah AI, Morton DP (2018) Flow balancing with uncertain demand for automated package sorting centers. Transportation Sci. 52(1):210–227.Link, Google Scholar
• Pawlewski P, Hoffa P (2014) Optimization of cross-docking terminal using Flexsim/OptQuest: Case study. Tolk A, Diallo SY, Ryzhov IO, Yilmaz L, Buckley S, Miller JA, eds. Proc. 2014 Winter Simulation Conf. (IEEE Press, Piscataway, NJ), 2013–2024.Google Scholar
• Sethuraman S, Bansal A, Mardan S, Resende MG, Jacobs TL (2024) Amazon locker capacity management. INFORMS J. Appl. Anal. 54(6):455–470.Link, Google Scholar