An efficient preprocessing algorithm to speed-up Multistage Production decision optimization problems

Proceedings of the Annual Hawaii International Conference on System Sciences

Volumn , Issue , 2013, Pages 1124-1133

  Egge, Nathan ^a   Brodsky, Alexander ^a   Griva, Igor ^b  

^a Krasnow Institute for Advanced Study   (United States)

^b GEORGE MASON UNIVERSITY   (United States)

Author keywords

Decision guidance; Decision support; Distributed manufacturing; Optimization; Preprocessing

Indexed keywords

DECISION GUIDANCE; DECISION SUPPORTS; DISTRIBUTED MANUFACTURING; EXPERIMENTAL EVALUATION; MULTI-STAGE PRODUCTIONS; PRE-PROCESSING ALGORITHMS; PREPROCESSING; TOTAL PRODUCTION COST;

ADAPTIVE ALGORITHMS; DECISION SUPPORT SYSTEMS; ITERATIVE METHODS; MACHINE COMPONENTS; OPTIMIZATION; SYSTEMS SCIENCE;

ASSEMBLY;

EID: 84875535612     PISSN: 15301605     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HICSS.2013.82     Document Type: Conference Paper

References (16)

1. Li, J., Blumenfeld, D.E., Huang, N., Alden, J.M.: Throughput analysis of production systems: recent advances and future topics. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH 47(14) (2009) 3823-3851
2. Manitz, M.: Queueing-model based analysis of assembly lines with finite buffers and general service times. COMPUTERS & OPERATIONS RESEARCH 35(8) (AUG 2008) 2520-2536
3. Jahangirian, M., Eldabi, T., Naseer, A., Stergioulas, L.K., Young, T.: Simulation in manufacturing and business: A review. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 203(1) (MAY 16 2010) 1-13
4. Grossmann, I., Erdirik-Dogan, M., Karuppiah, R.: Overview of planning and scheduling for enterprise-wide optimization of process industries. AT-AUTOMATISIERUNGSTECHNIK 56(2) (2008) 64-79
5. Khouja, M.: Optimizing inventory decisions in a multi-stage multicustomer supply chain. Transportation Research Part E: Logistics and Transportation Review 39(3) (2003) 193-208
6. Chen, C.L., Lee, W.C.: Multi-objective optimization of multi-echelon supply chain networks with uncertain product demands and prices. Computers & Chemical Engineering 28(6.7) (2004) 1131-1144 FOCAPO 2003 Special issue.
7. Cárdenas-Barrón, L.E.: Optimizing inventory decisions in a multi-stage multi-customer supply chain: A note. Transportation Research Part E: Logistics and Transportation Review 43(5) (2007) 647-654
8. Beamon, B.M.: Supply chain design and analysis: Models and methods. International Journal of Production Economics 55(3) (1998) 281-294
9. Banaszak, Z.A., Zaremba, M.B., Muszynski, W.: Constraint programming for project-driven manufacturing. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS 120(2, SI) (AUG 2009) 463-475
10. Liu, S.S., Wang, C.J.: Optimizing project selection and scheduling problems with time-dependent resource constraints. AUTOMATION IN CONSTRUCTION 20(8) (DEC 2011) 1110-1119
11. Alonso-Ayuso, A., Escudero, L.E., Ortuno, M.T.: On modelling planning under uncertainty in manufacturing. SORT-STATISTICS AND OPERATIONS RESEARCH TRANSACTIONS 31(2) (2007) 109-150
12. Sahinidis, N.: Optimization under uncertainty: state-of-the-art and opportunities. COMPUTERS & CHEMICAL ENGINEERING 28(6-7) (JUN 15 2004) 971-983 International Conference on Foundations of Computer-Aided Process Operations, Coral Springs, FL, 2003.
13. Egge, N., Brodsky, A., Griva, I.: Optimizing distributed manufacturing networks via offline preprocessing of nodes in decision guidance query language. International Journal of Decision Support System Technology 4(2) (2012)
14. Schrijver, A.: Theory of Linear and Integer Programming. John Wiley & Sons (June 1998)
15. Dantzig: Linear Programming and Extensions. Princeton University Press, Princeton, N.J. (1963)
16. Toriello, A., Vielma, J.P.: Fitting piecewise linear continuous functions. European Journal of Operational Research 219(1) (2012) 86-95