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Nir Halman, James B. Orlin, David Simchi-Levi. Approximating the Nonlinear Newsvendor and Single-Item Stochastic Lot-Sizing Problems When Data Is Given by an Oracle. Operations Research, 60(2):429-446, 2012. [doi]
Abstract is missing.