407
Views
8
CrossRef citations to date
0
Altmetric
Original Articles

Production control in a complex production system using approximate dynamic programming

, &
Pages 2419-2432 | Received 27 Feb 2015, Accepted 16 Aug 2015, Published online: 11 Sep 2015

References

  • Altiok, T., and G. A. Shiue. 1994. “Single-stage, Multi-product Production/Inventory Systems with Backorders.” IIE Transactions 26 (2): 52–61.
  • Altiok, T., and G. A. Shiue. 1995. “Single-stage, Multi-product Production/Inventory Systems with Lost Sales.” Naval Research Logistics 42: 889–913.
  • Altiok, T., and G. A. Shiue. 2000. “Pull-type Manufacturing Systems with Multiple Product Types.” IIE Transactions 32 (2): 115–124.
  • Bertsekas, D. 2007. Dynamic Programming and Optimal Control. Vol. 2, 3rd ed. Belmont, MA: Athena Scientific.
  • Bruin, J. 2007. “Cyclic Multi-item Production Systems.” In Proceedings of Sixth Conference on the Analysis of Manufacturing Systems. 99–104, Lunteren, The Netherlands.
  • Erkip, N., R. Gll, and A. Kocabiyikoglu. 2000. “A Quasi-birth-and-death Model to Evaluate Fixed Cycle Time Policies for Stochastic Multi-item Production/Inventory Problem.” In Proceedings of 2000 MSOM Conference, Ann Arbor, MI.
  • Fransoo, J. C. 1992. “Demand Management and Production Control in Process Industries.” International Journal of Operations and Production Management 12 (7--8): 187–196.
  • Hu, S. J., X. Zhu, H. Wang, and Y. Koren. 2008. “Product Variety and Manufacturing Complexity in Assembly Systems and Supply Chains.” CIRP Annals - Manufacturing Technology 57: 45–48.
  • Kantardzic, Mehmed. 2011. Data Mining: Concepts, Models, Methods, and Algorithms. 2nd ed. Hoboken, NJ: John Wiley & Sons.
  • Leachman, R. C., and A. Gascon. 1988. “A Heuristic Policy for Multi-item, Single-machine Production Systems with Time-varying Stochastic Demands.” Management Science 34 (3): 377–390.
  • Leachman, R. C., Z. K. Xiong, A. Gascon, and K. Park. 1991. “An Improvement to the Dynamic Cycle Lengths Heuristic for Scheduling the Multi-item, Single-machine.” Management Science 37 (9): 1201–1205.
  • Markowitz, D. M., M. I. Reiman, and L. M. Wein. 2000. “The Stochastic Eco-nomic Lot Scheduling Problem: Heavy Traffic Analysis of Dynamic Cyclic Policies.” Operational Research 48 (1): 136–154.
  • Markowitz, D. M., and L. M. Wein. 2001. “Heavy Traffic Analysis of Dynamic Cyclic Policies: A Unified Treatment of the Single Machine Scheduling Problem.” Operational Research 49 (2): 246–270.
  • Powell, Warren B. 2007. “The Optimizing-simulator: Merging Simulation and Optimization Using Approximate Dynamic Programming.” In Proceedings of the 2007 Winter Simulation Conference, Washington, DC.
  • Powell, Warren B. 2011. Approximate Dynamic Programming: Solving the Curses of Dimensionality. 2nd ed. Hoboken, NJ: John Wiley & Sons.
  • Qiu, J., and R. Loulou. 1995. “Multiproduct Production/Inventory Control under Random Demands.” IEEE Transactions on Automatic Control 40 (2): 350–356.
  • Sutton, R., and A. Barto. 1998. Reinforcement Learning. Cambridge, MA: MIT Press.
  • Tynjälä, T., and E. Eloranta. 2007. “Investigating the Effect of Product Variants, and Demand Distributions on the Optimal Demand Supply Network Setup.” Production Planning & Control 18: 561–572.
  • Winands, E. M. M., I. J. B. F. Adan, and G. J. van Houtum. 2010. “The Stochastic Economic Lot Scheduling Problem: A Survey.” European Journal of Operational Research 210: 1–9.
  • Winands, E. M. M., A. G. de Kok, and C. Timpe. 2009. “Case Study of a Batch-production/Inventory System.” Interfaces 39 (6): 552–554.
  • Wu, H., G. Evans, S. Heragu, and K. Rhinehart. 2013. “Optimization of Production and Inventory Policies for Dishwasher Wire Rack Production through Simulation.” In Proceedings of the 2013 Winter Simulation Conference, Washington, DC.
  • Yano, C. A., and R. Rachamadugu. 1991. “Sequencing to Minimize Work Overload in Assembly Lines with Product Options.” Management Science 37: 572–586.
  • Zhang, A., A. Melcher, and L. Li. 2003. “Mapping the Relationships among Product Complexity, Information Technology, and Transaction Governance Structure.” Journal of the Academy of Business and Economics 2 (1): 162–173.
  • Zhou, Bin, Michael N. Katehakis, and Yao Zhao. 2009. “Managing Stochastic Inventory Systems with Free Shipping Option.” International Journal of Production Economics 196 (1): 186–197.
  • Zhou, Bin, Yao Zhao, and Michael N. Katehakis. 2007. “Effective Control Policies for Stochastic Inventory Systems with a Minimum Order Quantity and Linear Costs.” International Journal of Production Economics 106 (2): 523–531.
  • Zipkin, P. H. 1986. “Models for Design and Control of Stochastic Multi-item Batch Production Systems.” Operations Research 34 (1): 91–104.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.