Online Resource Allocation Under Partially Predictable Demand
Hwang D, Jaillet P, Manshadi V. Online Resource Allocation Under Partially Predictable Demand. Operations Research 2021, 69: 895-915. DOI: 10.1287/opre.2020.2017.Peer-Reviewed Original ResearchOnline resource allocationOnline algorithmAnalysis of online algorithmsAdversarial modelAdversarial componentResource allocationArrival modelSequence of arrivalsReal-time resource allocationMultiple stopping rulesCapacity scalingStochastic demand modelDesign online algorithmsModel of demandImprove allocation decisionsDemand modelStochastic componentAlgorithm designOnline decisionsAllocation decisionsPredicted demandCustomersOnline allocationUnpredictable componentsAlgorithm