Multi-item Online Order Fulfillment in a Two-Layer Network
References
- (2019) The fulfillment-optimization problem. Netessine S, ed. Operations Research & Management Science in the Age of Analytics, INFORMS Tutorials in Operations Research (INFORMS, Catonsville, MD), 218–237.Link, Google Scholar
- (2015) Making better fulfillment decisions on the fly in an online retail environment. Manufacturing Service Oper. Management 17(1):34–51.Link, Google Scholar
- Amazon (2023) Sizing down to scale up: How amazon reworked its fulfillment network to meet customer demand. Accessed August 1, 2023, https://www.amazon.science/news-and-features/how-amazon-reworked-its-fulfillment-network-to-meet-customer-demand.Google Scholar
- (2025) Multi-item order fulfillment revisited: LP formulation and prophet inequality. Management Sci., ePub ahead of print April 8, https://doi.org/10.1287/mnsc.2023.00357.Google Scholar
- (2023) Real-time personalized order holding. Preprint, submitted December 1, http://dx.doi.org/10.2139/ssrn.4644495.Google Scholar
- (2019) Primal-dual algorithms for order fulfillment at Urban Outfitters, Inc. INFORMS J. Appl. Analytics 49(5):355–370.Link, Google Scholar
- (2009) Toward robust revenue management: Competitive analysis of online booking. Oper. Res. 57(4):950–963.Link, Google Scholar
- (2021) Item aggregation and column generation for online-retail inventory placement. Manufacturing Service Oper. Management 23(5):1062–1076.Link, Google Scholar
- (2024) Assortment planning for recommendations at checkout under inventory constraints. Math. Oper. Res. 49(1):297–325.Link, Google Scholar
- (2023) Understanding the value of fulfillment flexibility in an online retailing environment. Manufacturing Service Oper. Management 25(2):391–408.Link, Google Scholar
- (2022) Real-time omnichannel fulfillment optimization. Preprint, submitted December 30, http://dx.doi.org/10.2139/ssrn.4314250.Google Scholar
- (2015) An LP-based correlated rounding scheme for multi-item ecommerce order fulfillment. Oper. Res. 63(6):1336–1351.Link, Google Scholar
- (2023) Order-optimal correlated rounding for fulfilling multi-item e-commerce orders. Manufacturing Service Oper. Management 25(4):1324–1337.Link, Google Scholar
- (2022) JD.com: Operations research algorithms drive intelligent warehouse robots to work. INFORMS J. Appl. Analytics 52(1):42–55.Link, Google Scholar
- (2022) Amazon’s escalating logistics costs. Accessed August 1, 2022, https://www.statista.com/chart/17207/amazon-shipping-and-fulfillment-costs/.Google Scholar
- (2024) JD.com: Transaction-level data for the 2020 MSOM Data Driven Research Challenge. Manufacturing Service Oper. Management 26(1):2–10.Link, Google Scholar
- (2021) Shipping consolidation across two warehouses with delivery deadline and expedited options for e-commerce and omni-channel retailers. Manufacturing Service Oper. Management 23(6):1634–1650.Link, Google Scholar
- (2020) Amazon global supply chain and fulfillment center network. Accessed June 1, 2020, https://mwpvl.com/html/amazon_com.html.Google Scholar
- (2025) The benefits of delay to online decision-making. Management Sci. Forthcoming.Link, Google Scholar
- (2009) Benefits of reevaluating real-time order fulfillment decisions. Manufacturing Service Oper. Management 11(2):340–355.Link, Google Scholar

