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Volumn 36, Issue 8, 2009, Pages 2418-2428

On stochastic dynamic programming for solving large-scale planning problems under uncertainty

Author keywords

Mixed 0 1 model; Scenario tree; Stochastic dynamic programming; Tactical production planning

Indexed keywords

DECISION TREES; GEOMORPHOLOGY; INTEGER PROGRAMMING; PLANNING; PROBABILITY DENSITY FUNCTION; PRODUCTION CONTROL; PRODUCTION ENGINEERING; PROGRAMMING THEORY; PROJECT MANAGEMENT; RANDOM PROCESSES; SENSITIVITY ANALYSIS; STOCHASTIC MODELS; SYSTEMS ENGINEERING; TREES (MATHEMATICS); UNCERTAINTY ANALYSIS;

EID: 58549116496     PISSN: 03050548     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cor.2008.09.009     Document Type: Article
Times cited : (46)

References (31)
  • 3
    • 0033131859 scopus 로고    scopus 로고
    • Coro, a modelling and an algorithmic framework for oil supply, transformation and distribution optimization under uncertainty
    • Escudero L.F., Quintana F.J., and Salmerón J. Coro, a modelling and an algorithmic framework for oil supply, transformation and distribution optimization under uncertainty. European Journal of Operational Research 114 (1999) 638-656
    • (1999) European Journal of Operational Research , vol.114 , pp. 638-656
    • Escudero, L.F.1    Quintana, F.J.2    Salmerón, J.3
  • 4
    • 58549114078 scopus 로고    scopus 로고
    • Jarrow RA, Maksimovic V, Ziemba WT, editors. Finance, Amsterdam: North-Holland; 1995.
    • Jarrow RA, Maksimovic V, Ziemba WT, editors. Finance, Amsterdam: North-Holland; 1995.
  • 5
    • 58549087434 scopus 로고    scopus 로고
    • Uryasev S, Pardalos PM, editors. Stochastic optimization: algorithms and applications. Dordrecht: Kluwer Academic Publishers; 2001.
    • Uryasev S, Pardalos PM, editors. Stochastic optimization: algorithms and applications. Dordrecht: Kluwer Academic Publishers; 2001.
  • 6
    • 58549112838 scopus 로고    scopus 로고
    • Wallace SW, Ziemba WT, editors. Applications of stochastic programming. MPS-SIAM-series in optimization. Philadelphia, PA: SIAM; 2005.
    • Wallace SW, Ziemba WT, editors. Applications of stochastic programming. MPS-SIAM-series in optimization. Philadelphia, PA: SIAM; 2005.
  • 7
    • 58549114288 scopus 로고    scopus 로고
    • Ziemba WT. Mulvey JM, editors. Worldwide asset and liability modeling. Cambridge: Cambridge University Press; 1998.
    • Ziemba WT. Mulvey JM, editors. Worldwide asset and liability modeling. Cambridge: Cambridge University Press; 1998.
  • 8
    • 58549104611 scopus 로고    scopus 로고
    • Birge J, Louveaux FV. Introduction to stochastic programming. Berlin: Springer; 1997.
    • Birge J, Louveaux FV. Introduction to stochastic programming. Berlin: Springer; 1997.
  • 11
    • 0015014841 scopus 로고
    • Stochastic dynamic programming for optimum reservoir operation
    • Butcher W.S. Stochastic dynamic programming for optimum reservoir operation. Water Resources Bulletin 7 (1971) 115-123
    • (1971) Water Resources Bulletin , vol.7 , pp. 115-123
    • Butcher, W.S.1
  • 12
    • 31144463326 scopus 로고    scopus 로고
    • Optimization of a large scale water reservoir network by stochastic dynamic programming with efficient state space discretization
    • Cervera C., Wen A., and Chen W.C.P. Optimization of a large scale water reservoir network by stochastic dynamic programming with efficient state space discretization. European Journal of Operational Research 171 (2006) 1139-1151
    • (2006) European Journal of Operational Research , vol.171 , pp. 1139-1151
    • Cervera, C.1    Wen, A.2    Chen, W.C.P.3
  • 13
    • 33746257756 scopus 로고    scopus 로고
    • Neural network and regression spline value function approximations for stochastic dynamic programming
    • Cervera C., Wen A., and Chen W.C.P. Neural network and regression spline value function approximations for stochastic dynamic programming. Computers & Operations Research 34 (2007) 70-90
    • (2007) Computers & Operations Research , vol.34 , pp. 70-90
    • Cervera, C.1    Wen, A.2    Chen, W.C.P.3
  • 14
    • 58549106007 scopus 로고    scopus 로고
    • Escudero LF, Martinez J. Stochastic programming for estimating the water future expected value in hydrothermal electric systems. In: International symposium on mathematical programming, Atlanta, GA, USA, 2000.
    • Escudero LF, Martinez J. Stochastic programming for estimating the water future expected value in hydrothermal electric systems. In: International symposium on mathematical programming, Atlanta, GA, USA, 2000.
  • 15
    • 1842686887 scopus 로고    scopus 로고
    • Optimal operation of multireservoir systems: state-of-the art review
    • Labadie J.W. Optimal operation of multireservoir systems: state-of-the art review. Journal of Water Resources Planning and Management 130 (2004) 93-111
    • (2004) Journal of Water Resources Planning and Management , vol.130 , pp. 93-111
    • Labadie, J.W.1
  • 16
    • 0022185792 scopus 로고
    • Stochastic optimization of a multireservoir hydroelectric system, a decomposition approach
    • Pereira M.V.F., and Pinto L.M.V.G. Stochastic optimization of a multireservoir hydroelectric system, a decomposition approach. Water Resources Research 21 (1985) 779-792
    • (1985) Water Resources Research , vol.21 , pp. 779-792
    • Pereira, M.V.F.1    Pinto, L.M.V.G.2
  • 17
    • 34249928584 scopus 로고
    • Multistage stochastic optimization applied to energy planning
    • Pereira M.V.F., and Pinto L.M.V.G. Multistage stochastic optimization applied to energy planning. Mathematical Programming 52 (1991) 359-375
    • (1991) Mathematical Programming , vol.52 , pp. 359-375
    • Pereira, M.V.F.1    Pinto, L.M.V.G.2
  • 18
    • 0000514655 scopus 로고
    • Scenario and policy aggregation in optimization under uncertainty
    • Rockafellar R.T., and Wets R.J.-B. Scenario and policy aggregation in optimization under uncertainty. Mathematics of Operations Research 16 (1991) 119-147
    • (1991) Mathematics of Operations Research , vol.16 , pp. 119-147
    • Rockafellar, R.T.1    Wets, R.J.-B.2
  • 19
    • 0001962762 scopus 로고
    • A dynamic version of the economic lot size model
    • Wagner H.M., and Within T.M. A dynamic version of the economic lot size model. Management Science 5 (1958) 89-96
    • (1958) Management Science , vol.5 , pp. 89-96
    • Wagner, H.M.1    Within, T.M.2
  • 20
    • 0035410522 scopus 로고    scopus 로고
    • Modelling practical lot sizing problems as mixed-integer programs
    • Belvaux G., and Wolsey L.A. Modelling practical lot sizing problems as mixed-integer programs. Management Science 47 (2001) 993-1007
    • (2001) Management Science , vol.47 , pp. 993-1007
    • Belvaux, G.1    Wolsey, L.A.2
  • 22
    • 58549119830 scopus 로고    scopus 로고
    • Krarup J, Bilde O. Plant location, set covering and economic lot size: an O (mn) algorithm for structured problems. Optimierung bei Graphentheoretischen and Ganz-zahligen Problemen. Basel: Birkhauser- Verlag, 1977. p. 155-80.
    • Krarup J, Bilde O. Plant location, set covering and economic lot size: an O (mn) algorithm for structured problems. Optimierung bei Graphentheoretischen and Ganz-zahligen Problemen. Basel: Birkhauser- Verlag, 1977. p. 155-80.
  • 24
    • 0025814466 scopus 로고
    • Solving multi-item lot sizing problems using strong cutting planes
    • Pocket Y., and Wolsey L.A. Solving multi-item lot sizing problems using strong cutting planes. Management Science 37 (1991) 53-67
    • (1991) Management Science , vol.37 , pp. 53-67
    • Pocket, Y.1    Wolsey, L.A.2
  • 25
    • 58549111270 scopus 로고    scopus 로고
    • Shapiro JF. Mathematical programming models and methods for production planning and scheduling. In: Graves SC, Rinnooy Kan AHG, Zipkin PH, editors. Logistics of production and inventory. Amsterdam: North-Holland; 1993.
    • Shapiro JF. Mathematical programming models and methods for production planning and scheduling. In: Graves SC, Rinnooy Kan AHG, Zipkin PH, editors. Logistics of production and inventory. Amsterdam: North-Holland; 1993.
  • 26
    • 34249830539 scopus 로고
    • A time indexed formulation of non-preemptive single machine scheduling problems
    • Sousa J., and Wolsey L.A. A time indexed formulation of non-preemptive single machine scheduling problems. Mathematical Programming 54 (1992) 353-357
    • (1992) Mathematical Programming , vol.54 , pp. 353-357
    • Sousa, J.1    Wolsey, L.A.2
  • 27
    • 0031139978 scopus 로고    scopus 로고
    • MIP modeling of changeovers in production planning and scheduling problems
    • Wolsey L.A. MIP modeling of changeovers in production planning and scheduling problems. European Journal of Operational Research 99 (1997) 154-165
    • (1997) European Journal of Operational Research , vol.99 , pp. 154-165
    • Wolsey, L.A.1
  • 28
    • 0022562253 scopus 로고
    • Models for design and control of stochastic multi-item batch production systems
    • Zipkin P.H. Models for design and control of stochastic multi-item batch production systems. Operations Research 34 (1986) 91-104
    • (1986) Operations Research , vol.34 , pp. 91-104
    • Zipkin, P.H.1
  • 29
    • 84867954072 scopus 로고    scopus 로고
    • A multi-stage stochastic integer programming approach for capacity expansion under uncertainty
    • Ahmed S., King K.J., and Parija G. A multi-stage stochastic integer programming approach for capacity expansion under uncertainty. Journal of Global Optimization 26 (2003) 3-24
    • (2003) Journal of Global Optimization , vol.26 , pp. 3-24
    • Ahmed, S.1    King, K.J.2    Parija, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.