[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.1145/324138.324148acmconferencesArticle/Chapter ViewAbstractPublication PageswscConference Proceedingsconference-collections
Article
Free access

Validation and verification of simulation models

Published: 01 December 1999 Publication History
First page of PDF

References

[1]
Anderson, H. A. and R. G. Sargent. 1974. An Investigation into Scheduling for an Interactive Computer System, IBM Journal of Research and Development, 18, 2, pp. 125-137.
[2]
Balci, O. 1989. How to Assess the Acceptability and Credibility of Simulation Results, Proc. of the 1989 Winter Simulation Conf., pp. 62-71.
[3]
Balci, O. 1995. Principles and Techniques of Simulation Validation, Verification, and Testing, Proc. of the 1995 Winter Simulation Conf., pp. 147-154.
[4]
Balci, O. and R. G. Sargent. 1981. A Methodology for Cost-Risk Analysis in the Statistical Validation of Simulation Models, Comm. of the ACM, 24, 4, pp. 190-197.
[5]
Balci, O. and R. G. Sargent. 1982a. Validation of Multivari-ate Response Simulation Models by Using Hotelling's Two-Sample T 2 Test, Simulation, 39, 6, pp. 185-192.
[6]
Balci, O. and R. G. Sargent. 1982b. Some Examples of Simulation Model Validation Using Hypothesis Testing, Proc. of the 1982 Winter Simulation Conf., pp. 620-629.
[7]
Balci, O. and R. G. Sargent. 1983. Validation of Mul-tivariate Response Trace-Driven Simulation Models, Performance 83, ed. Agrawada and Tripathi, North Holland, pp. 309-323.
[8]
Balci, O. and R. G. Sargent. 1984a. A Bibliography on the Credibility Assessment and Validation of Simulation and Mathematical Models, Simuletter, 15, 3, pp. 15-27.
[9]
Balci, O. and R. G. Sargent. 1984b. Validation of Simu-lation Models via Simultaneous Confidence Intervals, American Journal of Mathematical and Management Science, 4, 3, pp. 375-406.
[10]
Banks, J., J. S. Carson II, and B. L. Nelson. 1996. Discrete-Event System Simulation, 2nd Ed., Prentice-Hall, En-glewood Cliffs, N.J.
[11]
Banks, J., D. Gerstein, and S. P. Searles. 1988. Model-ing Processes, Validation, and Verification of Complex Simulations: A Survey, Methodology and Validation, Simulation Series, Vol. 19, No. 1, The Society for Computer Simulation, pp. 13-18.
[12]
DODSimulations: Improved Assessment Procedures Would Increase the Credibility of Results. 1987. U. S. General Accounting Office, PEMD-88-3.
[13]
Fairley, R. E. 1976. Dynamic Testing of Simulation Soft-ware, Proc. of the 1976 Summer Computer Simulation Conf., Washington, D.C., pp. 40-46.
[14]
Gass, S. I. 1983. Decision-Aiding Models: Validation, Assessment, and Related Issues for Policy Analysis, Operations Research, 31, 4, pp. 601-663.
[15]
Gass, S. I. 1984. Documenting a Computer-Based Model, Interfaces, 14, 3, pp. 84-93.
[16]
Gass, S. I. 1993. Model Accreditation: A Rationale and Process for Determining a Numerical Rating, European Journal of Operational Research, 66, 2, pp. 250-258.
[17]
Gass, S. I. and L. Joel. 1987. Concepts of Model Con-fidence, Computers and Operations Research,8,4, pp. 341-346.
[18]
Gass, S. I. and B. W. Thompson. 1980. Guidelines for Model Evaluation: An Abridged Version of the U.S. General Accounting Office Exposure Draft, Operations Research, 28, 2, pp. 431-479.
[19]
Johnson, R. A. 1994. Miller and Freund's Probability and Statistics for Engineers, 5th Ed., Prentice-Hall, Englewood Cliffs, N.J.
[20]
Kleijnen, J. P. C. 1987. Statistical Tools for Simulation Practitioners, Marcel Dekker, New York.
[21]
Kleindorfer, G. B. and R. Ganeshan. 1993. The Philosophy of Science and Validation in Simulation, Proc. of 1993 Winter Simulation Conf., 50-57.
[22]
Knepell, P. L. and D. C. Arangno. 1993. Simulation Validation: A Confidence Assessment Methodology, IEEE Computer Society Press.
[23]
Law, A. M. and W. D. Kelton. 1991. Simulation Modeling and Analysis, 2nd Ed., McGraw-Hill.
[24]
Naylor, T. H. and J. M. Finger. 1967. Verification of Computer Simulation Models, Management Science, 14, 2, pp. B92-B101.
[25]
Oren, T. 1981. Concepts and Criteria to Assess Acceptability of Simulation Studies: A Frame of Reference, Comm. of the ACM, 24, 4, pp. 180-189.
[26]
Rao, M. J. and R. G. Sargent. 1988. An advisory System for Operational Validity, Artificial Intelligence and Simulation: The Diversity of Applications, ed. T. Hensen, Society for Computer Simulation, San Diego, CA, pp. 245-2250.
[27]
Sargent, R. G. 1979. Validation of Simulation Models, Proc. of the 1979 Winter Simulation Conf., San Diego, CA, pp. 497-503.
[28]
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.
[29]
Sargent, R. G. 1982. Verification and Validation of Simula-tion Models, Chapter IX in Progress in Modelling and Simulation, ed. F. E. Cellier, Academic Press, London, pp. 159-169.
[30]
Sargent, R. G. 1984. Simulation Model Validation, Simula-tion and Model-Based Methodologies: An Integrative View, ed. Oren, et al., Springer-Verlag.
[31]
Sargent, R. G. 1985. An Expository on Verification and Validation of Simulation Models, Proc. of the 1985 Winter Simulation Conf., pp. 15-22.
[32]
Sargent, R. G. 1986. The Use of Graphic Models in Model Validation, Proc. of the 1986 Winter Simulation Conf., Washington, D.C., pp. 237-241.
[33]
Sargent, R. G. 1988. A Tutorial on Validation and Veri-fication of Simulation Models, Proc. of 1988 Winter Simulation Conf., pp. 33-39.
[34]
Sargent, R. G. 1990. Validation of Mathematical Mod-els, Proc. of Geoval-90: Symposium on Validation of Geosphere Flow and Transport Models, Stockholm, Sweden, pp. 571-579.
[35]
Sargent, R. G. 1991. Simulation Model Verification and Val-idation, Proc. of 1991 Winter Simulation Conf., Phoenix, AZ, pp. 37-47.
[36]
Sargent, R. G. 1994. Verification and Validation of Simu-lation Models, Proc. of 1994 Winter Simulation Conf., Lake Buena Vista, FL, pp. 77-87.
[37]
Sargent, R. G. 1996a. Some Subjective Validation Methods Using Graphical Displays of Data, Proc. of 1996 Winter Simulation Conf., pp. 345-351.
[38]
Sargent, R. G. 1996b. Verifying and Validating Simulation Models, Proc. of 1996 Winter Simulation Conf., pp. 55-64.
[39]
Sargent, R. G. 1998. Verification and Validation of Simu-lation Models, Proc. of 1998 Winter Simulation Conf., pp. 121-130.
[40]
Schlesinger, et al. 1979. Terminology for Model Credibility, Simulation, 32, 3~ pp. 103-104.
[41]
Schruben, L. W. 1980. Establishing the Credibility of Simulations, Simulation, 34, 3, pp. 101-105.
[42]
Shannon, R. E. 1975. Systems Simulation: The Art and the Science, Prentice-Hall.
[43]
Whitner, R. B. and O. Balci. 1989. Guidelines for Selecting and Using Simulation Model Verification Techniques, Proc. of 1989 Winter Simulation Conf., Washington, D.C., pp. 559-568.
[44]
Wood, D. O. 1986. MIT Model Analysis Program: What We Have Learned About Policy Model Review, Proc. of the 1986 Winter Simulation Conf., Washington, D.C., pp. 248-252.
[45]
Zeigler, B. P. 1976. Theory of Modelling and Simulation, John Wiley and Sons, Inc., New York.

Cited By

View all
  • (2022)Validation of Digital TwinsProceedings of the Winter Simulation Conference10.5555/3586210.3586454(2900-2911)Online publication date: 11-Dec-2022
  • (2022)Utilizing virtual experiments to increase understanding of discrepancies involving in vitro-to-in vivo predictions of hepatic clearancePLOS ONE10.1371/journal.pone.026977517:7(e0269775)Online publication date: 22-Jul-2022
  • (2022)A multi-criteria land suitability assessment of field allocation decisions for switchgrassEcological Indicators10.1016/j.ecolind.2022.108617136(108617)Online publication date: Mar-2022
  • Show More Cited By

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Conferences
WSC '99: Proceedings of the 31st conference on Winter simulation: Simulation---a bridge to the future - Volume 1
December 1999
925 pages
ISBN:0780357809
DOI:10.1145/324138
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 December 1999

Permissions

Request permissions for this article.

Check for updates

Qualifiers

  • Article

Conference

WSC99
Sponsor:
WSC99: Winter Simulation Conference 1999
December 5 - 8, 1999
Arizona, Phoenix, USA

Acceptance Rates

WSC '99 Paper Acceptance Rate 139 of 206 submissions, 67%;
Overall Acceptance Rate 3,413 of 5,075 submissions, 67%

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)148
  • Downloads (Last 6 weeks)4
Reflects downloads up to 05 Mar 2025

Other Metrics

Citations

Cited By

View all
  • (2022)Validation of Digital TwinsProceedings of the Winter Simulation Conference10.5555/3586210.3586454(2900-2911)Online publication date: 11-Dec-2022
  • (2022)Utilizing virtual experiments to increase understanding of discrepancies involving in vitro-to-in vivo predictions of hepatic clearancePLOS ONE10.1371/journal.pone.026977517:7(e0269775)Online publication date: 22-Jul-2022
  • (2022)A multi-criteria land suitability assessment of field allocation decisions for switchgrassEcological Indicators10.1016/j.ecolind.2022.108617136(108617)Online publication date: Mar-2022
  • (2021)Information flow to increase support for tidal energy development in remote islands of a developing country: agent-based simulation of information flow in Flores Timur Regency, IndonesiaEnergy, Sustainability and Society10.1186/s13705-021-00302-811:1Online publication date: 21-Jul-2021
  • (2021)A framework for determining energy use in rural food delivery services: capturing system interdependencies through an agent-based discrete-event approachEnvironmental Research: Infrastructure and Sustainability10.1088/2634-4505/ac2b101:3(035002)Online publication date: 9-Nov-2021
  • (2020)The Role of Simulation-Based Studies in Software Engineering ResearchContemporary Empirical Methods in Software Engineering10.1007/978-3-030-32489-6_10(263-287)Online publication date: 28-Aug-2020
  • (2019)A first version of design guidelines for virtual environments to support physical rehabilitationProceedings of the 5th Workshop on ICTs for improving Patients Rehabilitation Research Techniques10.1145/3364138.3364171(157-161)Online publication date: 11-Sep-2019
  • (2018)On Styles in Product DesignManagement Science10.1287/mnsc.2016.265364:3(1230-1249)Online publication date: 1-Mar-2018
  • (2018)Uncertainty Quantification in CFD: The Matrix of KnowledgeUncertainty Quantification in Computational Fluid Dynamics and Aircraft Engines10.1007/978-3-319-92943-9_2(33-66)Online publication date: 22-Jun-2018
  • (2016)Simulation metamodeling in the presence of model inadequacyProceedings of the 2016 Winter Simulation Conference10.5555/3042094.3042178(566-577)Online publication date: 11-Dec-2016
  • Show More Cited By

View Options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Login options

Figures

Tables

Media

Share

Share

Share this Publication link

Share on social media