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A heuristic to support make-to-stock, assemble-to-order, and make-to-order decisions in semiconductor supply chains

Published: 08 December 2013 Publication History

Abstract

In this paper, we study Make-to-stock, Assemble-to-order, and Make-to-order decisions in semiconductor supply chains. We propose a genetic algorithm to support such decisions. Discrete-event simulation is used to estimate the profit-based objective function taking into account the stochastic behavior of the supply chain. We perform computational experiments with a simplified semiconductor supply chain model. It is shown that the proposed heuristic outperforms simple partitioning heuristics based on product characteristics.

References

[1]
Chen, C. H., and L. H. Lee. 2011. Stochastic Simulation Optimization -- an Optimal Computing Budget Allocation. World Scientific Publishing, Singapore.
[2]
Ehm, H., H. Wenke, L. Mönch, T. Ponsignon, and L. Forstner. 2011. "Towards a Supply Chain Simulation Reference Model for the Semiconductor Industry." In Proceedings of the 2011 Winter Simulation Conference, 2124--2135.
[3]
Federgruen, A., and Z. Katalan. 1999. "The Impact of Adding a Make-to-order Item to a Make-to-Stock Production System." Management Science, 45(7): 980--994.
[4]
Gupta, D., and S. Benjaafar. 2004. "Make-to-order, Make-to-stock, or Delay Product Differentiation? A Common Framework for Modeling and Analysis." IIE Transactions, 36: 529--546.
[5]
Hoekstra, S., J. Romme, and S. M. Argelo. 1992. Integral Logistic Structures: Developing Customer-oriented Goods Flow. Industrial Press Inc.
[6]
Hemmati, S., and M. Rabbani. 2009. "Make-to-order/Make-to-stock Partitioning Decisions Using the Analytic Network Process." International Journal of Advanced Manufacturing Technology, 48:801--813.
[7]
Hung, Y.-F., and R. C. Leachman. 1999. "Reduced Simulation Models of Wafer Fabrication Facilities." International Journal of Production Research, 37(12): 2685--2701.
[8]
MASMLab. 1997. "Test Data Sets." http://www.eas.asu.edu/~masmlab.
[9]
Michalewicz, Z. 1996. Genetic Algorithms + Data Structures = Evolution Programs. 3rd ed., Springer, New York.
[10]
Mönch, L., J. W. Fowler, and S. J. Mason. 2012. Production Planning and Control for Semiconductor Wafer Fabrication Facilities: Models, Algorithms, and Systems. Springer, New York.
[11]
Olhager, J. 2003. "Strategic Positioning of the Order Penetration Point. International Journal of Production Economics." 85(3): 319--329.
[12]
Rajagopalan, S. 2004. "Make to Order or Make to Stock: Model and Application." Management Science, 48(2), 241--256.
[13]
Shanthikumar, J. G., S. Ding, and M. T. Zhang. 2007. Queueing Theory for Semiconductor Manufacturing Systems: a Survey and Open Problems. IEEE Transactions on Automation Science and Engineering 4(4): 513--522.
[14]
Soman, C. A., D. P. van Donk, and G. Gaalman. 2004. "Combined Make-to-Order and Make-to-Stock in a Food Production System." International Journal of Production Economics, 90: 223--235.
[15]
Sun, Y., D. L. Shunk, J. W. Fowler, and E. S. Gel. 2010. "Strategic Factor-driven Supply Chain Design for Semiconductors." California Journal of Operations Management, 8(1): 31--43.
[16]
van Donk, D. P., C. A. Soman, and G. Gaalman. 2005. "A Decision Aid for Make-to-Order and Make-to-Stock Classification in Food Processing Industries." In Proceedings EurOM International Conference on Operations and Global Competitiveness.
[17]
Wall, M. 2013. "GALib -- a C++ Library of Genetic Algorithm Components. "http://lancet.mit.edu/ga/.
[18]
Wemmerlöv, U. 1984. "Assemble-to-Order Manufacturing: Implications for Materials Management." Journal of Operations Management, 4(4): 347--368.

Cited By

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  • (2018)Application of hysteresis for stable segmentation within digitalized supply chain managementProceedings of the 2018 Winter Simulation Conference10.5555/3320516.3320659(1144-1155)Online publication date: 9-Dec-2018
  1. A heuristic to support make-to-stock, assemble-to-order, and make-to-order decisions in semiconductor supply chains

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      cover image ACM Conferences
      WSC '13: Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World
      December 2013
      4386 pages
      ISBN:9781479920778

      Sponsors

      • IIE: Institute of Industrial Engineers
      • INFORMS-SIM: Institute for Operations Research and the Management Sciences: Simulation Society
      • ASA: American Statistical Association
      • SIGSIM: ACM Special Interest Group on Simulation and Modeling
      • SCS: Society for Modeling and Simulation International
      • ASIM: Arbeitsgemeinschaft Simulation
      • IEEE/SMCS: Institute of Electrical and Electronics Engineers/Systems, Man, and Cybernetics Society
      • NIST: National Institute of Standards & Technology

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      IEEE Press

      Publication History

      Published: 08 December 2013

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      Sponsor:
      • IIE
      • INFORMS-SIM
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      • SIGSIM
      • SCS
      • ASIM
      • IEEE/SMCS
      • NIST
      WSC '13: Winter Simulation Conference
      December 8 - 11, 2013
      D.C., Washington

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      Overall Acceptance Rate 3,413 of 5,075 submissions, 67%

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      • (2018)Application of hysteresis for stable segmentation within digitalized supply chain managementProceedings of the 2018 Winter Simulation Conference10.5555/3320516.3320659(1144-1155)Online publication date: 9-Dec-2018

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