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A New Approach to Determine Parameter Sensitivities of Transfer Lines

Author

Listed:
  • Y. C. Ho

    (Harvard University)

  • M. A. Eyler

    (Bogazici University, Istanbul, Turkey)

  • T. T. Chien

    (The Charles Stark Draper Laboratory, Inc., Cambridge, Massachusetts)

Abstract

In this paper, we develop a complete and practical method for efficient compulation of the sensitivity information of a transfer line throughput. Our approach, which is a combination of analysis and experimentation, is fundamentally different from the existing solution methods. Using this approach the gradient information of the line throughput with respect to various decision variables is made available by a single observation of the line production history plus computation based on the observed data. These calculations are simple enough to be implemented on microcomputers. After an analytical development, three applications and experimental verifications are presented, namely the optimization of the line throughput with respect to the buffer sizes, the cycle times and the repair times. The study provides useful insights to line performance improvement. For example, buffer sizes are but one set of decision variables, not necessarily the most important. Cycle time and repair time can be more significant parameters on the line performance optimization. In addition, the method provides a useful management support system in identifying the line critical points, where local improvement due to change in a parameter can result in most significant improvement in the overall line throughput performance.

Suggested Citation

  • Y. C. Ho & M. A. Eyler & T. T. Chien, 1983. "A New Approach to Determine Parameter Sensitivities of Transfer Lines," Management Science, INFORMS, vol. 29(6), pages 700-714, June.
  • Handle: RePEc:inm:ormnsc:v:29:y:1983:i:6:p:700-714
    DOI: 10.1287/mnsc.29.6.700
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    Citations

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    Cited by:

    1. M. Hossein Safizadeh, 1990. "Optimization in simulation: Current issues and the future outlook," Naval Research Logistics (NRL), John Wiley & Sons, vol. 37(6), pages 807-825, December.
    2. Gürkan, G., 1997. "Simulation Optimization of Buffer Allocations in Production Lines with Unreliable Machines," Discussion Paper 1997-97, Tilburg University, Center for Economic Research.
    3. Gürkan, G., 1997. "Simulation Optimization of Buffer Allocations in Production Lines with Unreliable Machines," Other publications TiSEM 015cb8ee-38d7-41b1-b9fc-7, Tilburg University, School of Economics and Management.
    4. Gürkan, G. & Ozge, A.Y., 1996. "Sample-Path Optimization of Buffer Allocations in a Tandem Queue - Part I : Theoretical Issues," Discussion Paper 1996-98, Tilburg University, Center for Economic Research.
    5. Gürkan, G. & Ozge, A.Y., 1996. "Sample-Path Optimization of Buffer Allocations in a Tandem Queue - Part I : Theoretical Issues," Other publications TiSEM 77da022b-635b-46fd-bf4a-f, Tilburg University, School of Economics and Management.

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