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ABSTRACT
We give a general introduction to validation and verification of simulation models, define the various validation techniques, and present a recommended model validation procedure in this tutorial paper.
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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Balci, O. and R.G. Sargent (1984b). Validation of Simulation Models via Simultaneous Confidence Intervals, American Journal of Mathematical and Management Science, Vol. 4, No. 3 and 4, pp. 375- 406.
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Gass, S,I. (1983). Decision-Aiding Models: Validation, Assessment, and Related Issues for Policy Analysis, Operations Research, 3I, 4, pp. 601-663.
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Sargent, R.G. (1981). An Assessment Procedure and a Set of Criteria for Use in the Evaluation of Computerized Models and Computer-Based Modelling Tools, Final Technical Report RADC-TR-80-409.
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Sargent, R.G. (1982), Verification and Validation of Simulation Models, Chapter IX in Progress in Modelling and Simulation, edited by F.E. CeUier, Academic Press, London, pp. 159-169.
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Sargent, R.G. (1984). Simulation Model Yalidation, Simulat}pn and Model-Based Methodologies: An Integrative View, edited by Oren, et al., Springer-Verlag.
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Schlesinger, et aI. (1979). Terminology for Model Credibility, Simulation, 32, 3, pp. 103-104.
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Schruben, L.W. (1980). Establishing the Credibility of Simulations, Simulation, 34, 3, pp. 101-105.
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Shannon, R.E. (1975). Systems Simulation: The Art and the Science, Prentice-Hall.
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Smith, D.E. and C.A. Mauro (1982). Factor Screening in Computer Simulation, Simulation, VoI. 38, No. 2, pp. 49-54.
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CITED BY 13
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Robert G. Sargent, Verification, validation, and accreditation: verification, validation, and accreditation of simulation models, Proceedings of the 32nd conference on Winter simulation, December 10-13, 2000, Orlando, Florida
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