An expository on verification and validation of simulation models

In this expository paper we give a general introduction to verification and validation of simulation models, define the various validation techniques, and present a recommended model validation procedure.

[1]  Robert G. Sargent,et al.  Statistical analysis of simulation output data , 1976, SIML.

[2]  J. D. Johannes,et al.  Systems Simulation: The Art and Science , 1975, IEEE Transactions on Systems, Man, and Cybernetics.

[3]  Carl A Mauro,et al.  Factor Screening in Computer Simulation , 1982 .

[4]  R. Sargent,et al.  Validation of Simulation Models via Simultaneous Confidence Intervals , 1984 .

[5]  Richard L. Scheaffer,et al.  Probability and statistics for engineers , 1986 .

[6]  Udo W. Pooch,et al.  Integrated Design and Verification of Simulation Programs , 1977, Computer.

[7]  Saul I. Gass,et al.  Letter to the Editor - Guidelines for Model Evaluation: An Abridged Version of the U.S. General Accounting Office Exposure Draft , 1980, Oper. Res..

[8]  Lee W. Schruben,et al.  Establishing the credibility of simulations , 1980 .

[9]  Osman Balci,et al.  Validation of Multivariate Response Simulation Models by Using Hotelling's Two-sample T^2 Test , 1981 .

[10]  Gunnar Abrahamson,et al.  Terminology for model credibility , 1980 .

[11]  N. Adam,et al.  Concepts and Criteria to Assess Acceptability of Simulation Studies: A Frame of Reference , 1981 .

[12]  Bernard P. Zeigler,et al.  Theory of Modelling and Simulation , 1979, IEEE Transactions on Systems, Man, and Cybernetics.

[13]  Osman Balci,et al.  Validation fo Multivariate Response Trace-driven Simulation Models , 1983, Performance.

[14]  Robert G. Sargent Validation of simulation models , 1979, WSC '79.

[15]  F. David,et al.  Statistical Techniques in Simulation: Part I , 1975 .

[16]  Averill M. Law Statistical Analysis of Simulation Output Data , 1980 .

[17]  Robert G. Sargent,et al.  Simulation Model Validation , 1984 .

[18]  Thomas H. Naylor,et al.  Verification of Computer Simulation Models , 1967 .

[19]  Osman Balci,et al.  A methodology for cost-risk analysis in the statistical validation of simulation models , 1981, CACM.

[20]  Robert G Sargent,et al.  An Assessment Procedure and a Set of Criteria for Use in the Evaluation of 'Computerized Models and Computer-Based Modelling Tools'. , 1981 .

[21]  Robert E. Shannon Tests for the verification and validation of computer simulation models , 1981, WSC '81.

[22]  Osman Balci,et al.  Some examples of simulation model validation using hypothesis testing , 1982, WSC.

[23]  Jack P. C. Kleijnen,et al.  Statistical Techniques in Simulation , 1977, IEEE Transactions on Systems, Man and Cybernetics.