| Optimization of simulation responses in a multicomputing environment |
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Winter Simulation Conference
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Proceedings of the 19th conference on Winter simulation
table of contents
Atlanta, Georgia, United States
Pages: 402 - 408
Year of Publication: 1987
ISBN:0-911801-32-4
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Authors
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William E. Biles
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Industrial Engineering Department, Louisiana State University, Baton Rouge, Louisiana
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H. Tamer Ozmen
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Center for Wetlands Resources, Louisiana State University, Baton Rouge, Louisiana
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Downloads (6 Weeks): 2, Downloads (12 Months): 5, Citation Count: 1
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ABSTRACT
This paper describes the application of experimental design techniques to computer simulation in a multicomputing environment. Three principal areas of experimental design are considered: (1) factor screening experiments; (2) experiments of comparison; and (3) response surface methodology.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
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Biles, W. E., and J. J. Swain, (1979) "Mathematical Programming and the Optimization of Computer Simulations,I~ in Mathematical Pr~ramming Studies on Eni~in~ O~timization (R. S. Dembo and M. Avriel, Editors), North-Holland Publishing Company, Amsterdam.
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Biles, W. E., and J. J. Swain, (1980), Optimization aRd Industrial Experimentation, Wiley-lmterscience, New York.
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Box, G. E. P., and J. S. Hunter, (1961) "The 2k-p Fractional Factional Designs~" Parts i and If, Technometrics, ~oi. 3, pp. 311-352 and pp. 449-458.
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Jacoby, J. E., and S. Harrison, (1962), "Multivariable Experimentation and Simulation Models," Naval Research Logistics Quarterly, Vol. 9, pp. }21-136.
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Montgomery, D. C., (1976), Design and Analvsis of Experiments, John Wiley and Sons, New York.
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Ozmen, H. T., (1987), "Simulation Variance Reduction and Syste.m Optimization in ~l Multico~aputing Environment," unpublished ~IS~E Thesi.~, Louisiana State University.
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Schruben, L. W., and B. H. Margolin, (1978), "Pseudorandom Number Assignment in Statistically Designed Simulation and Distribution Sampling Experiments," Journal of the American Statistical Association, Vol. 73, No. 363, pp. 504-520.
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Shannon, R. E., (11975), Systems Simulation: The Art and Science, Prentice-Hall, Inc., Englewood Cliffts, N.J.
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Smith, D. E. and C. A. Hauro, (1982), "Factor Screening in Computer Simulation," Simulation, Vol. 38, No. 2, pp. 49-54.
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