메뉴 건너뛰기




Volumn 63, Issue 6, 2015, Pages 1294-1306

The data-driven newsvendor problem: New bounds and insights

Author keywords

Data Driven Stochastic Program; Newsvendor Problem; Sample Average Approximation; Weighted Mean Spread

Indexed keywords

OPERATIONS RESEARCH;

EID: 84955112822     PISSN: 0030364X     EISSN: 15265463     Source Type: Journal    
DOI: 10.1287/opre.2015.1422     Document Type: Article
Times cited : (189)

References (30)
  • 1
    • 79960524966 scopus 로고    scopus 로고
    • Improved inventory targets in the presence of limited historical demand data
    • Akcay A, Biller B, Tayur S (2011) Improved inventory targets in the presence of limited historical demand data. Manufacturing Service Oper. Management 13(3):297-309.
    • (2011) Manufacturing Service Oper. Management , vol.13 , Issue.3 , pp. 297-309
    • Akcay, A.1    Biller, B.2    Tayur, S.3
  • 4
    • 69949098318 scopus 로고    scopus 로고
    • Toward robust revenue management: Competitive analysis of online booking
    • Ball M, Queyranne M (2009) Toward robust revenue management: Competitive analysis of online booking. Oper. Res. 57:950-963.
    • (2009) Oper. Res , vol.57 , pp. 950-963
    • Ball, M.1    Queyranne, M.2
  • 6
    • 84878998169 scopus 로고    scopus 로고
    • On implications of demand censoring in the newsvendor problem
    • Besbes O, Muharremoglu A (2013) On implications of demand censoring in the newsvendor problem. Management Sci. 59(6):1407-1424.
    • (2013) Management Sci. , vol.59 , Issue.6 , pp. 1407-1424
    • Besbes, O.1    Muharremoglu, A.2
  • 7
    • 0024925244 scopus 로고
    • Estimation of inventory reorder level using the bootstrap statistical procedure
    • Bookbinder JH, Lordahl AE (1989) Estimation of inventory reorder level using the bootstrap statistical procedure. IEE Trans. 21:302-312.
    • (1989) IEE Trans , vol.21 , pp. 302-312
    • Bookbinder, J.H.1    Lordahl, A.E.2
  • 9
    • 61849103050 scopus 로고    scopus 로고
    • Revenue management heuristics under limited market information: A maximum entropy approach
    • Columbia University, New York
    • Eren S, Maglaras C (2006) Revenue management heuristics under limited market information: A maximum entropy approach. Presented at 6th Annual INFORMS Revenue Management Conf., Columbia University, New York.
    • (2006) Presented at 6th Annual INFORMS Revenue Management Conf.
    • Eren, S.1    Maglaras, C.2
  • 11
    • 0027642234 scopus 로고
    • The distribution free newsboy problem: Review and extensions
    • Gallego G, Moon I (1993) The distribution free newsboy problem: Review and extensions. J. Oper. Res. Soc. 44(8):825-834.
    • (1993) J. Oper. Res. Soc , vol.44 , Issue.8 , pp. 825-834
    • Gallego, G.1    Moon, I.2
  • 13
    • 0035435908 scopus 로고    scopus 로고
    • An adaptive, distribution-free algorithm for the newsvendor problem with censored demands, with applications to inventory and distribution
    • Godfrey GA, Powell WB (2001) An adaptive, distribution-free algorithm for the newsvendor problem with censored demands, with applications to inventory and distribution. Management Sci. 47(8): 1101-1112.
    • (2001) Management Sci , vol.47 , Issue.8 , pp. 1101-1112
    • Godfrey, G.A.1    Powell, W.B.2
  • 14
    • 84947403595 scopus 로고
    • Probability inequalities for sums of bounded random variables
    • Hoeffding W (1963) Probability inequalities for sums of bounded random variables. J. Amer. Statist. Assoc. 58:13-30.
    • (1963) J. Amer. Statist. Assoc , vol.58 , pp. 13-30
    • Hoeffding, W.1
  • 15
    • 0010041379 scopus 로고    scopus 로고
    • Monte Carlo methods for discrete stochastic optimization
    • Uryasev S, Pardalos PM, eds. Kluwer Academic Publishers Norwell, MA
    • Homem-De-Mello T (2000) Monte Carlo methods for discrete stochastic optimization. Uryasev S, Pardalos PM, eds. Stochastic Optimization: Algorithms and Applications (Kluwer Academic Publishers, Norwell, MA), 95-117.
    • (2000) Stochastic Optimization: Algorithms and Applications , pp. 95-117
    • Homem-De-Mello, T.1
  • 16
    • 67650003644 scopus 로고    scopus 로고
    • A nonparametric asymptotic analysis of inventory planning with censored data
    • Huh WT, Rusmevichientong P (2009) A nonparametric asymptotic analysis of inventory planning with censored data. Math. Oper. Res. 34(1):103-123.
    • (2009) Math. Oper. Res , vol.34 , Issue.1 , pp. 103-123
    • Huh, W.T.1    Rusmevichientong, P.2
  • 17
    • 80053279187 scopus 로고    scopus 로고
    • Adaptive datadriven inventory control with censored demand based on Kaplan-Meier estimator
    • Huh WT, Levi R, Rusmevichientong P, Orlin J (2008) Adaptive datadriven inventory control with censored demand based on Kaplan-Meier estimator. Oper. Res. 59(4):924-941.
    • (2008) Oper. Res , vol.59 , Issue.4 , pp. 924-941
    • Huh, W.T.1    Levi, R.2    Rusmevichientong, P.3    Orlin, J.4
  • 18
    • 0036013019 scopus 로고    scopus 로고
    • The sample average approximation method for stochastic discrete optimization
    • Kleywegt AJ, Shapiro A, Homem-De-Mello T (2001) The sample average approximation method for stochastic discrete optimization. SIAM J. Optim. 12:479-502.
    • (2001) SIAM J. Optim , vol.12 , pp. 479-502
    • Kleywegt, A.J.1    Shapiro, A.2    Homem-De-Mello, T.3
  • 20
    • 38549138430 scopus 로고    scopus 로고
    • Provably near-optimal samplingbased policies for stochastic inventory control models
    • Levi R, Roundy R, Shmoys DB (2007) Provably near-optimal samplingbased policies for stochastic inventory control models. Math. Oper. Res. 32(4):821-839.
    • (2007) Math. Oper. Res , vol.32 , Issue.4 , pp. 821-839
    • Levi, R.1    Roundy, R.2    Shmoys, D.B.3
  • 21
    • 14844327543 scopus 로고    scopus 로고
    • A practical inventory control policy using operational statistics
    • Liyanage LH, Shanthikumar JG (2005) A practical inventory control policy using operational statistics. Oper. Res. Lett. 33:341-348.
    • (2005) Oper. Res. Lett , vol.33 , pp. 341-348
    • Liyanage, L.H.1    Shanthikumar, J.G.2
  • 22
    • 41549126577 scopus 로고    scopus 로고
    • Regret in the newsvendor model with partial information
    • Perakis G, Roels G (2008) Regret in the newsvendor model with partial information. Oper. Res. 56(1):188-203.
    • (2008) Oper. Res , vol.56 , Issue.1 , pp. 188-203
    • Perakis, G.1    Roels, G.2
  • 23
    • 0004267646 scopus 로고
    • Princeton University Press, Princeton, NJ
    • Rockafellar RT (1970) Convex Analysis (Princeton University Press, Princeton, NJ)
    • (1970) Convex Analysis
    • Rockafellar, R.T.1
  • 24
    • 0000998196 scopus 로고
    • Bayes solution to the statistical inventory problem
    • Scarf H (1959) Bayes solution to the statistical inventory problem. Ann. Math. Statist. 30(2):490-508.
    • (1959) Ann. Math. Statist , vol.30 , Issue.2 , pp. 490-508
    • Scarf, H.1
  • 25
    • 0002693448 scopus 로고
    • A min-max solution to an inventory problem
    • Arrow KJ, Karlin S, Scarf HE, eds. (Stanford Univerity Press, Stanford, CA)
    • Scarf HE (1958) A min-max solution to an inventory problem. Arrow KJ, Karlin S, Scarf HE, eds. Studies in Mathematical Theory of Inventory and Production (Stanford Univerity Press, Stanford, CA), 201-209.
    • (1958) Studies in Mathematical Theory of Inventory and Production , pp. 201-209
    • Scarf, H.E.1
  • 26
    • 0033149027 scopus 로고    scopus 로고
    • Log-concave and concave distributions in reliability
    • Sengupta D, Nanda A (1997) Log-concave and concave distributions in reliability. Naval Res. Logist. 46:419-433.
    • (1997) Naval Res. Logist , vol.46 , pp. 419-433
    • Sengupta, D.1    Nanda, A.2
  • 28
    • 34547432490 scopus 로고    scopus 로고
    • Stochastic programming approach to optimization under uncertainty
    • Shapiro A (2008) Stochastic programming approach to optimization under uncertainty. Math. Programming 112:183-220.
    • (2008) Math. Programming , vol.112 , pp. 183-220
    • Shapiro, A.1
  • 29
    • 33748620926 scopus 로고    scopus 로고
    • Sampling-based approximation algorithms for multi-stage stochastic optimization
    • (IEEE Computer Society, Washington, DC)
    • Swamy C, Shmoys DB (2005) Sampling-based approximation algorithms for multi-stage stochastic optimization. Proc. 46th Annual IEEE Sympos. Foundations Comput. Sci, FOCS '05 (IEEE Computer Society, Washington, DC).
    • (2005) Proc. 46th Annual IEEE Sympos. Foundations Comput. Sci FOCS '05
    • Swamy, C.1    Shmoys, D.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.