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Volumn 73, Issue , 2015, Pages 1-16

Simulation-based optimization framework for multi-echelon inventory systems under uncertainty

Author keywords

Agent based modeling; Cutting plane algorithm; Simulation based optimization; Statistical hypothesis tests; Supply chain management

Indexed keywords

AUTONOMOUS AGENTS; COMPUTATIONAL METHODS; INVENTORY CONTROL; ITERATIVE METHODS; OPTIMIZATION; STATISTICAL TESTS; SUPPLY CHAIN MANAGEMENT;

EID: 84912012107     PISSN: 00981354     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compchemeng.2014.10.008     Document Type: Article
Times cited : (73)

References (56)
  • 1
    • 55349143205 scopus 로고    scopus 로고
    • Simulation and optimization of supply chains: alternative or complementary approaches?
    • Almeder C., Preusser M., Hartl R.F. Simulation and optimization of supply chains: alternative or complementary approaches?. OR Spectr 2009, 31:95-119.
    • (2009) OR Spectr , vol.31 , pp. 95-119
    • Almeder, C.1    Preusser, M.2    Hartl, R.F.3
  • 3
    • 4043068023 scopus 로고    scopus 로고
    • Call center staffing with simulation and cutting plane methods
    • Atlason J., Epelman M.A., Henderson S.G. Call center staffing with simulation and cutting plane methods. Ann Oper Res 2004, 127:333-358.
    • (2004) Ann Oper Res , vol.127 , pp. 333-358
    • Atlason, J.1    Epelman, M.A.2    Henderson, S.G.3
  • 4
    • 79956127340 scopus 로고    scopus 로고
    • Hybrid metaheuristics in combinatorial optimization: a survey
    • Blum C., Puchinger J., Raidl G.R., Roli A. Hybrid metaheuristics in combinatorial optimization: a survey. Appl Soft Comput 2011, 11:4135-4151.
    • (2011) Appl Soft Comput , vol.11 , pp. 4135-4151
    • Blum, C.1    Puchinger, J.2    Raidl, G.R.3    Roli, A.4
  • 6
    • 80052825973 scopus 로고    scopus 로고
    • Hybrid mathematical programming discrete-event simulation approach for large-scale scheduling problems
    • Castro P.M., Aguirre A.M., Zeballos L.J., Mendez C.A. Hybrid mathematical programming discrete-event simulation approach for large-scale scheduling problems. Ind Eng Chem Res 2011, 50:10665-10680.
    • (2011) Ind Eng Chem Res , vol.50 , pp. 10665-10680
    • Castro, P.M.1    Aguirre, A.M.2    Zeballos, L.J.3    Mendez, C.A.4
  • 7
    • 0038046206 scopus 로고    scopus 로고
    • Performance measurement in a supply chain
    • Chan F.T.S. Performance measurement in a supply chain. Int J Adv Manuf Technol 2003, 21:534-548.
    • (2003) Int J Adv Manuf Technol , vol.21 , pp. 534-548
    • Chan, F.T.S.1
  • 8
    • 0037364012 scopus 로고    scopus 로고
    • On the single item fill rate for a finite horizon
    • Chen J.H., Lin D.K.J., Thomas D.J. On the single item fill rate for a finite horizon. Oper Res Lett 2003, 31:119-123.
    • (2003) Oper Res Lett , vol.31 , pp. 119-123
    • Chen, J.H.1    Lin, D.K.J.2    Thomas, D.J.3
  • 10
    • 84887207069 scopus 로고    scopus 로고
    • Hybrid method integrating agent-based modeling and heuristic tree search for scheduling of complex batch processes
    • Chu Y., You F., Wassick J.M. Hybrid method integrating agent-based modeling and heuristic tree search for scheduling of complex batch processes. Comput Chem Eng 2014, 60:277-296.
    • (2014) Comput Chem Eng , vol.60 , pp. 277-296
    • Chu, Y.1    You, F.2    Wassick, J.M.3
  • 11
    • 84908283725 scopus 로고    scopus 로고
    • Integrated planning and scheduling under production uncertainties: bi-level model formulation and hybrid solution method
    • Chu Y., You F., Wassick J.M., Agarwal A. Integrated planning and scheduling under production uncertainties: bi-level model formulation and hybrid solution method. Comput Chem Eng 2015, 72:255-272.
    • (2015) Comput Chem Eng , vol.72 , pp. 255-272
    • Chu, Y.1    You, F.2    Wassick, J.M.3    Agarwal, A.4
  • 12
    • 84880638408 scopus 로고    scopus 로고
    • Efficient scheduling method of complex batch processes with general network structure via agent-based modeling
    • Chu Y.F., Wassick J.M., You F.Q. Efficient scheduling method of complex batch processes with general network structure via agent-based modeling. AIChE J 2013, 59:2884-2906.
    • (2013) AIChE J , vol.59 , pp. 2884-2906
    • Chu, Y.F.1    Wassick, J.M.2    You, F.Q.3
  • 13
    • 0037449229 scopus 로고    scopus 로고
    • Measuring and avoiding the bullwhip effect: a control theoretic approach
    • Dejonckheere J., Disney S.M., Lambrecht M.R., Towill D.R. Measuring and avoiding the bullwhip effect: a control theoretic approach. Eur J Oper Res 2003, 147:567-590.
    • (2003) Eur J Oper Res , vol.147 , pp. 567-590
    • Dejonckheere, J.1    Disney, S.M.2    Lambrecht, M.R.3    Towill, D.R.4
  • 14
    • 0030572946 scopus 로고    scopus 로고
    • Multi-echelon systems: a service measure perspective
    • Diks E.B., deKok A.G., Lagodimos A.G. Multi-echelon systems: a service measure perspective. Eur J Oper Res 1996, 95:241-263.
    • (1996) Eur J Oper Res , vol.95 , pp. 241-263
    • Diks, E.B.1    deKok, A.G.2    Lagodimos, A.G.3
  • 15
    • 0012260296 scopus 로고    scopus 로고
    • Optimization for simulation: theory vs. practice
    • Fu M.C. Optimization for simulation: theory vs. practice. Inf J Comput 2002, 14:192-215.
    • (2002) Inf J Comput , vol.14 , pp. 192-215
    • Fu, M.C.1
  • 16
    • 25144478491 scopus 로고    scopus 로고
    • Enterprise-wide optimization: a new frontier in process systems engineering
    • Grossmann I. Enterprise-wide optimization: a new frontier in process systems engineering. AIChE J 2005, 51:1846-1857.
    • (2005) AIChE J , vol.51 , pp. 1846-1857
    • Grossmann, I.1
  • 17
    • 0038476492 scopus 로고    scopus 로고
    • Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems
    • Helton J.C., Davis F.J. Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems. Reliab Eng Syst Saf 2003, 81:23-69.
    • (2003) Reliab Eng Syst Saf , vol.81 , pp. 23-69
    • Helton, J.C.1    Davis, F.J.2
  • 18
    • 84860510521 scopus 로고    scopus 로고
    • Applicability of optimal control theory to adaptive supply chain planning and scheduling
    • Ivanov D., Dolgui A., Sokolov B. Applicability of optimal control theory to adaptive supply chain planning and scheduling. Ann Rev Cont 2012, 36:73-84.
    • (2012) Ann Rev Cont , vol.36 , pp. 73-84
    • Ivanov, D.1    Dolgui, A.2    Sokolov, B.3
  • 19
    • 0037114378 scopus 로고    scopus 로고
    • Agent-based supply chain management-1: framework
    • Julka N., Srinivasan R., Karimi I. Agent-based supply chain management-1: framework. Comput Chem Eng 2002, 26:1755-1769.
    • (2002) Comput Chem Eng , vol.26 , pp. 1755-1769
    • Julka, N.1    Srinivasan, R.2    Karimi, I.3
  • 20
    • 50549102052 scopus 로고    scopus 로고
    • Integrated safety stock management for multi-stage supply chains under production capacity constraints
    • Jung J.Y., Blau G., Pekny J.F., Reklaitis G., Eversdyk D. Integrated safety stock management for multi-stage supply chains under production capacity constraints. Comput Chem Eng 2008, 32:2570-2581.
    • (2008) Comput Chem Eng , vol.32 , pp. 2570-2581
    • Jung, J.Y.1    Blau, G.2    Pekny, J.F.3    Reklaitis, G.4    Eversdyk, D.5
  • 21
    • 4143144381 scopus 로고    scopus 로고
    • A simulation based optimization approach to supply chain management under demand uncertainty
    • Jung J.Y., Blau G., Pekny J.F., Reklaitis G.V., Eversdyk D. A simulation based optimization approach to supply chain management under demand uncertainty. Comput Chem Eng 2004, 28:2087-2106.
    • (2004) Comput Chem Eng , vol.28 , pp. 2087-2106
    • Jung, J.Y.1    Blau, G.2    Pekny, J.F.3    Reklaitis, G.V.4    Eversdyk, D.5
  • 22
    • 0036013019 scopus 로고    scopus 로고
    • The sample average approximation method for stochastic discrete optimization
    • Kleywegt A.J., Shapiro A., Homem-de-Mello T. The sample average approximation method for stochastic discrete optimization. SIAM J Optim 2002, 12:479-502.
    • (2002) SIAM J Optim , vol.12 , pp. 479-502
    • Kleywegt, A.J.1    Shapiro, A.2    Homem-de-Mello, T.3
  • 23
    • 9544249378 scopus 로고    scopus 로고
    • Simulation-based optimisation of multi-echelon inventory systems
    • Kochel P., Nielander U. Simulation-based optimisation of multi-echelon inventory systems. Int J Prod Econ 2005, 93-94:505-513.
    • (2005) Int J Prod Econ , pp. 505-513
    • Kochel, P.1    Nielander, U.2
  • 24
    • 36248975240 scopus 로고    scopus 로고
    • Multi-agent systems applications in manufacturing systems and supply chain management: a review paper
    • Lee J.H., Kimz C.O. Multi-agent systems applications in manufacturing systems and supply chain management: a review paper. Int J Prod Res 2008, 46:233-265.
    • (2008) Int J Prod Res , vol.46 , pp. 233-265
    • Lee, J.H.1    Kimz, C.O.2
  • 26
    • 33744522186 scopus 로고    scopus 로고
    • A simulated annealing approach to a bi-criteria sequencing problem in a two-stage supply chain
    • Mansouri S.A. A simulated annealing approach to a bi-criteria sequencing problem in a two-stage supply chain. Comput Ind Eng 2006, 50:105-119.
    • (2006) Comput Ind Eng , vol.50 , pp. 105-119
    • Mansouri, S.A.1
  • 27
    • 33646496367 scopus 로고    scopus 로고
    • A simulation-based optimization framework for parameter optimization of supply-chain networks
    • Mele F.D., Guillen G., Espuna A., Puigjaner L. A simulation-based optimization framework for parameter optimization of supply-chain networks. Ind Eng Chem Res 2006, 45:3133-3148.
    • (2006) Ind Eng Chem Res , vol.45 , pp. 3133-3148
    • Mele, F.D.1    Guillen, G.2    Espuna, A.3    Puigjaner, L.4
  • 28
    • 0036642607 scopus 로고    scopus 로고
    • Supply chain modeling: past, present and future
    • Min H., Zhou G.G. Supply chain modeling: past, present and future. Comput Ind Eng 2002, 43:231-249.
    • (2002) Comput Ind Eng , vol.43 , pp. 231-249
    • Min, H.1    Zhou, G.G.2
  • 29
    • 79952619801 scopus 로고    scopus 로고
    • Multi-objective ant colony optimisation: a meta-heuristic approach to supply chain design
    • Moncayo-Martinez L.A., Zhang D.Z. Multi-objective ant colony optimisation: a meta-heuristic approach to supply chain design. Int J Prod Econ 2011, 131:407-420.
    • (2011) Int J Prod Econ , vol.131 , pp. 407-420
    • Moncayo-Martinez, L.A.1    Zhang, D.Z.2
  • 30
    • 1942436305 scopus 로고    scopus 로고
    • A general modeling framework for the operational planning of petroleum supply chains
    • Neiro S.M.S., Pinto J.M. A general modeling framework for the operational planning of petroleum supply chains. Comput Chem Eng 2004, 28:871-896.
    • (2004) Comput Chem Eng , vol.28 , pp. 871-896
    • Neiro, S.M.S.1    Pinto, J.M.2
  • 31
    • 84869508738 scopus 로고    scopus 로고
    • Hybrid simulation based optimization approach for supply chain management
    • Nikolopoulou A., Ierapetritou M.G. Hybrid simulation based optimization approach for supply chain management. Comput Chem Eng 2012, 47:183-193.
    • (2012) Comput Chem Eng , vol.47 , pp. 183-193
    • Nikolopoulou, A.1    Ierapetritou, M.G.2
  • 32
    • 71749095341 scopus 로고    scopus 로고
    • Supply chain optimisation for the process industries: advances and opportunities
    • Papageorgiou L.G. Supply chain optimisation for the process industries: advances and opportunities. Comput Chem Eng 2009, 33:1931-1938.
    • (2009) Comput Chem Eng , vol.33 , pp. 1931-1938
    • Papageorgiou, L.G.1
  • 34
    • 67651055910 scopus 로고    scopus 로고
    • Quantitative models for supply chain planning under uncertainty: a review
    • Peidro D., Mula J., Poler R., Lario F.C. Quantitative models for supply chain planning under uncertainty: a review. Int J Adv Manuf Technol 2009, 43:400-420.
    • (2009) Int J Adv Manuf Technol , vol.43 , pp. 400-420
    • Peidro, D.1    Mula, J.2    Poler, R.3    Lario, F.C.4
  • 35
    • 0042306179 scopus 로고    scopus 로고
    • A model predictive control strategy for supply chain optimization
    • Perea-Lopez E., Ydstie B.E., Grossmann I.E. A model predictive control strategy for supply chain optimization. Comput Chem Eng 2003, 27:1201-1218.
    • (2003) Comput Chem Eng , vol.27 , pp. 1201-1218
    • Perea-Lopez, E.1    Ydstie, B.E.2    Grossmann, I.E.3
  • 36
    • 50549091754 scopus 로고    scopus 로고
    • Capturing dynamics in integrated supply chain management
    • Puigjaner L., Lainez J.M. Capturing dynamics in integrated supply chain management. Comput Chem Eng 2008, 32:2582-2605.
    • (2008) Comput Chem Eng , vol.32 , pp. 2582-2605
    • Puigjaner, L.1    Lainez, J.M.2
  • 37
    • 61849110802 scopus 로고    scopus 로고
    • Heterogeneity and network structure in the dynamics of diffusion: comparing agent-based and differential equation models
    • Rahmandad H., Sterman J. Heterogeneity and network structure in the dynamics of diffusion: comparing agent-based and differential equation models. Manage Sci 2008, 54:998-1014.
    • (2008) Manage Sci , vol.54 , pp. 998-1014
    • Rahmandad, H.1    Sterman, J.2
  • 40
    • 33745480411 scopus 로고    scopus 로고
    • Simulation-based optimization of process control policies for inventory management in supply chains
    • Schwartz J.D., Wang W.L., Rivera D.E. Simulation-based optimization of process control policies for inventory management in supply chains. Automatica 2006, 42:1311-1320.
    • (2006) Automatica , vol.42 , pp. 1311-1320
    • Schwartz, J.D.1    Wang, W.L.2    Rivera, D.E.3
  • 41
    • 18244390477 scopus 로고    scopus 로고
    • Process industry supply chains: advances and challenges
    • Shah N. Process industry supply chains: advances and challenges. Comput Chem Eng 2005, 29:1225-1235.
    • (2005) Comput Chem Eng , vol.29 , pp. 1225-1235
    • Shah, N.1
  • 43
    • 33745714157 scopus 로고    scopus 로고
    • Distributed optimisation of a logistic system and its suppliers using ant colonies
    • Silva C.A., Sousa J.M.C., Runkler T.A., Da Costa J. Distributed optimisation of a logistic system and its suppliers using ant colonies. Int J Syst Sci 2006, 37:503-512.
    • (2006) Int J Syst Sci , vol.37 , pp. 503-512
    • Silva, C.A.1    Sousa, J.M.C.2    Runkler, T.A.3    Da Costa, J.4
  • 45
    • 0032268192 scopus 로고    scopus 로고
    • Modeling supply chain dynamics: a multiagent approach
    • Swaminathan J.M., Smith S.F., Sadeh N.M. Modeling supply chain dynamics: a multiagent approach. Decis Sci 1998, 29:607-632.
    • (1998) Decis Sci , vol.29 , pp. 607-632
    • Swaminathan, J.M.1    Smith, S.F.2    Sadeh, N.M.3
  • 46
    • 4744362915 scopus 로고    scopus 로고
    • Simulation optimization: a comprehensive review on theory and applications
    • Tekin E., Sabuncuoglu I. Simulation optimization: a comprehensive review on theory and applications. Iie Trans 2004, 36:1067-1081.
    • (2004) Iie Trans , vol.36 , pp. 1067-1081
    • Tekin, E.1    Sabuncuoglu, I.2
  • 48
    • 84869497256 scopus 로고    scopus 로고
    • Addressing the operational challenges in the development, manufacture, and supply of advanced materials and performance products
    • Wassick J.M., Agarwal A., Akiya N., Ferrio J., Bury S., You F.Q. Addressing the operational challenges in the development, manufacture, and supply of advanced materials and performance products. Comput Chem Eng 2012, 47:157-169.
    • (2012) Comput Chem Eng , vol.47 , pp. 157-169
    • Wassick, J.M.1    Agarwal, A.2    Akiya, N.3    Ferrio, J.4    Bury, S.5    You, F.Q.6
  • 49
    • 54949092825 scopus 로고    scopus 로고
    • Mixed-integer nonlinear programming models and algorithms for large-scale supply chain design with stochastic inventory management
    • You F.Q., Grossmann I.E. Mixed-integer nonlinear programming models and algorithms for large-scale supply chain design with stochastic inventory management. Ind Eng Chem Res 2008, 47:7802-7817.
    • (2008) Ind Eng Chem Res , vol.47 , pp. 7802-7817
    • You, F.Q.1    Grossmann, I.E.2
  • 50
    • 74349113522 scopus 로고    scopus 로고
    • Integrated multi-echelon supply chain design with inventories under uncertainty: MINLP models, computational strategies
    • You F.Q., Grossmann I.E. Integrated multi-echelon supply chain design with inventories under uncertainty: MINLP models, computational strategies. AIChE J 2010, 56:419-440.
    • (2010) AIChE J , vol.56 , pp. 419-440
    • You, F.Q.1    Grossmann, I.E.2
  • 51
    • 78650047561 scopus 로고    scopus 로고
    • Balancing responsiveness and economics in process supply chain design with multi-echelon stochastic inventory
    • You F.Q., Grossmann I.E. Balancing responsiveness and economics in process supply chain design with multi-echelon stochastic inventory. AIChE J 2011, 57:178-192.
    • (2011) AIChE J , vol.57 , pp. 178-192
    • You, F.Q.1    Grossmann, I.E.2
  • 52
    • 79954605026 scopus 로고    scopus 로고
    • Stochastic inventory management for tactical process planning under uncertainties: MINLP models and algorithms
    • You F.Q., Grossmann I.E. Stochastic inventory management for tactical process planning under uncertainties: MINLP models and algorithms. AIChE J 2011, 57:1250-1277.
    • (2011) AIChE J , vol.57 , pp. 1250-1277
    • You, F.Q.1    Grossmann, I.E.2
  • 53
    • 79951964378 scopus 로고    scopus 로고
    • Optimal distribution-inventory planning of industrial gases. II. MINLP models and algorithms for stochastic cases
    • You F.Q., Pinto J.M., Grossmann I.E., Megan L. Optimal distribution-inventory planning of industrial gases. II. MINLP models and algorithms for stochastic cases. Ind Eng Chem Res 2011, 50:2928-2945.
    • (2011) Ind Eng Chem Res , vol.50 , pp. 2928-2945
    • You, F.Q.1    Pinto, J.M.2    Grossmann, I.E.3    Megan, L.4
  • 54
    • 84876320746 scopus 로고    scopus 로고
    • Planning and scheduling of flexible process networks under uncertainty with stochastic inventory: MINLP models and algorithm
    • Yue D.J., You F.Q. Planning and scheduling of flexible process networks under uncertainty with stochastic inventory: MINLP models and algorithm. AIChE J 2013, 59:1511-1532.
    • (2013) AIChE J , vol.59 , pp. 1511-1532
    • Yue, D.J.1    You, F.Q.2


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