Sampling-Based Approximation for Series Inventory Systems
References
- (2016) Knowledge you can act on: Optimal policies for assembly systems with expediting and advance demand information. Oper. Res. 64(6):1338–1371.Link, Google Scholar
- (2019) The big data newsvendor: Practical insights from machine learning. Oper. Res. 67(1):90–108.Link, Google Scholar
- (2013) On implications of demand censoring in the newsvendor problem. Management Sci. 59(6):1407–1424.Link, Google Scholar
- (2007) Probabilistic solution and bounds for serial inventory systems with discounted and average costs. Naval Res. Logist. 54(6):623–631.Crossref, Google Scholar
- (2001) Optimal policies for multiechelon inventory problems with Markov-modulated demand. Oper. Res. 49(2):226–234.Link, Google Scholar
- (1994) Lower bounds for multi-echelon stochastic inventory systems. Management Sci. 40(11):1426–1443.Link, Google Scholar
- (2019) Coordinating pricing and inventory replenishment with nonparametric demand learning. Oper. Res. 67(4):1035–1052.Abstract, Google Scholar
- (2021) Nonparametric learning algorithms for joint pricing and inventory control with lost sales and censored demand. Math. Oper. Res. 46(2):726–756.Link, Google Scholar
- (2019) Sampling-based approximation schemes for capacitated stochastic inventory control models. Math. Oper. Res. 44(2):668–692.Link, Google Scholar
- (1960) Optimal policies for a multi-echelon inventory problem. Management Sci. 6(4):475–490.Link, Google Scholar
- (2012) Performance guarantees for empirical Markov decision processes with applications to multiperiod inventory models. Oper. Res. 60(5):1267–1281.Link, Google Scholar
- (2003) Optimal policies and approximations for a serial multiechelon inventory system with time-correlated demand. Oper. Res. 51(6):969–980.Link, Google Scholar
- (1984) Computational issues in an infinite-horizon, multiechelon inventory model. Oper. Res. 32(4):818–836.Link, Google Scholar
- (2004) Nonparametric testing for a monotone hazard function via normalized spacings. J. Nonparametric Statist. 16(3–4):463–477.Crossref, Google Scholar
- (2013) Testing monotonicity of a hazard: Asymptotic distribution theory. Bernoulli 19(5A):1965–1999.Crossref, Google Scholar
- (2005) Testing for monotone increasing hazard rate. Ann. Statist. 33(3):1109–1137.Crossref, Google Scholar
- (2009) A nonparametric asymptotic analysis of inventory planning with censored demand. Math. Oper. Res. 34(1):103–123.Link, Google Scholar
- (2016) Capacitated multiechelon inventory systems: Policies and bounds. Manufacturing Service Oper. Management 18(4):570–584.Link, Google Scholar
- (2009) An adaptive algorithm for finding the optimal base-stock policy in lost sales inventory systems with censored demand. Math. Oper. Res. 34(2):397–416.Link, Google Scholar
- (2011) Adaptive data-driven inventory control with censored demand based on Kaplan-Meier estimator. Oper. Res. 59(4):929–941.Link, Google Scholar
- (2020) Dynamic inventory and price controls involving unknown demand on discrete nonperishable items. Oper. Res. 68(5):1335–1355.Link, Google Scholar
- (2000) Multistage inventory management with expediting. Oper. Res. 48(6):878–893.Link, Google Scholar
- (2015) The data-driven newsvendor problem: New bounds and insights. Oper. Res. 63(6):1294–1306.Link, Google Scholar
- (2007) Provably near-optimal sampling-based policies for stochastic inventory control models. Math. Oper. Res. 32(4):821–839.Link, Google Scholar
- (2022) Technical note—Data-driven newsvendor problem: Performance of the sample average approximation. Oper. Res. 70(4):1996–2012.Link, Google Scholar
- (1990) The tight constant in the Dvoretzky-Kiefer-Wolfowitz inequality. Ann. Probab. 18(3):1269–1283.Crossref, Google Scholar
- (1975) Sums of Independent Random Variables (Springer, Berlin).Crossref, Google Scholar
- (1973) On logarithmic concave measures and functions. Acta Sci. Math. (Szeged) 34(1973):335–343.Google Scholar
- (2022a) Data-driven approximation schemes for joint pricing and inventory control models. Management Sci. 68(9):6591–6609.Link, Google Scholar
- (2022b) Provably sample-efficient inventory control. Proc. Machine Learn. Res. 144(2022):1–22.Google Scholar
- (1996) Convex Analysis (Princeton University Press, Princeton, NJ).Google Scholar
- (2003) Newsvendor bounds and heuristic for optimal policies in serial supply chains. Management Sci. 49(5):618–638.Link, Google Scholar
- (2005) On complexity of stochastic programming problems. Jeyakumar V, Rubinov A, eds. Continuous Optimization. Applied Optimization, vol. 99 (Springer, Boston), 111–146.Crossref, Google Scholar
- (2018) Perishable inventory systems: Convexity results for base-stock policies and learning algorithms under censored demand. Oper. Res. 66(5):1276–1286.Link, Google Scholar

