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Response Surface-Based Simulation Metamodelling Methods

with applications to optimisation problems

  • Chapter
Supply Chain Optimisation

Part of the book series: Applied Optimization ((APOP,volume 94))

Abstract

Response surface-based simulation metamodelling procedure is presented. It is aided by a computer generated experimental designs, automatic control of simulation experiments and sequential optimisation of the metamodels fitted to a simulation response surface function. The metamodelling procedure is applied to optimisation of a shop-floor production level.

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References

  1. Merkuryeva G., 2001. Performing simulation studies including metamodelling. In: Proceedings of the International Conference on Transformation of Economic and Social Relations: Processes, Tendencies and results, Turiba, 2001, 265–270.

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  2. Myers R. H. and Montgomery D. C., 1995. Response Surface Methodology: Process and Product Optimisation Using Designed Experiments / Raymond H. Myers and Douglas C. Montgomery, John Wiley & Sons, N.Y.

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  3. Neddermeijer H.G., G.J. van Oortmarssen, Piersma N. and Dekker R., 2000. A Framework for response surface methodology for simulation optimization. In: Proceedings of the 2000 Winter Simulation Conference / Eds. J.A. Joines, R.R. Barton, K. Kang and P.A. Fishwick, 129–136.

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© 2005 Springer Science + Business Media, Inc.

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Merkuryeva, G. (2005). Response Surface-Based Simulation Metamodelling Methods. In: Dolgui, A., Soldek, J., Zaikin, O. (eds) Supply Chain Optimisation. Applied Optimization, vol 94. Springer, Boston, MA. https://doi.org/10.1007/0-387-23581-7_15

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