Quality Assurance in Modelling and Simulation: A Taxonomy

A basis for the taxonomy of concepts related with quality assurance in modelling and simulation is provided. It has three parts: 1) Basic elements of modelling and simulation which could and should be assessed 2) Criteria which can be used for assessment, and 3) Types of assessments.

[1]  Andrzej P. Wierzbicki,et al.  Models and sensitivity of control systems , 1984 .

[2]  Francis F. Martin,et al.  Computer modeling and simulation , 1968 .

[3]  A Donabedian,et al.  A frame of reference. , 1976, QRB. Quality review bulletin.

[4]  Horst F. Wedde,et al.  Adequate Modeling of Systems, Proceedings of the International Working Conference on Model Realism, Bad Honnef, Germany, April 20-23, 1982 , 1983, Adequate Modeling of Systems.

[5]  David B. Loveman,et al.  Incorporation of units into programming languages , 1978, CACM.

[6]  Edward C. Russell,et al.  The Ten Most Frequent Causes of Simulation Analysis Failure- and How To Avoid Them ! , 1979 .

[7]  I ÖrenTuncer Concepts and criteria to assess acceptability of simulation studies , 1981 .

[8]  Robert Earl Schellenberger,et al.  CRITERIA FOR ASSESSING MODEL VALIDITY FOR MANAGERIAL PURPOSES , 1974 .

[9]  C F Hermann Validation problems in games and simulations with special reference to models of international politics. , 1967, Behavioral science.

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

[11]  Jack P. C. Kleijnen,et al.  Cross-validation using the t statistic☆ , 1983 .

[12]  M. S. Elzas Results of a simulation: can they be trusted? , 1978 .

[13]  Peter W. House,et al.  Diogenes revisited -the search for a valid model , 1974 .

[14]  William E. Howden Applicability of Software Validation Techniques to Scientific Programs , 1980, TOPL.

[15]  Toby J. Teorey,et al.  Validation criteria for computer system simulations , 1975, ANSS '75.

[16]  François E. Cellier Combined continuous/discrete system simulation by use of digital computers , 1979 .

[17]  Kenneth E. F. Watt,et al.  Why won't anyone believe us ? , 1977 .

[18]  Tuncer Ören,et al.  Foundations for an information technology , 1981, WSC '81.

[19]  Jean-Louis Malouin,et al.  Model validation in operations research , 1983 .

[20]  A. Lewandowski,et al.  Issues in Model Validation , 1981 .

[21]  S. G. Tzafestas,et al.  Methodology in Systems Modelling and Simulation , 1982, IEEE Transactions on Systems, Man, and Cybernetics.

[22]  François E. Cellier,et al.  Progress in Modelling and Simulation , 1982 .

[23]  Richard L. Van Horn,et al.  Validation of Simulation Results , 1971 .

[24]  Wil Thissen Investigations into the World3 Model: Lessons for Understanding Complicated Models , 1978, IEEE Transactions on Systems, Man, and Cybernetics.

[25]  Osman Balci,et al.  A METHODOLOGY FOR VALIDATING MULTIVARIATE RESPONSE SIMULATION MODELS BY USING SIMULTANEOUS CONFIDENCE INTERVALS , 1981 .

[26]  Osman Balci,et al.  Validation of multivariate response models using Hotelling's two-sample T2 test , 1982 .

[27]  Saul I. Gass Validation and Assessment Issues of Energy Models , 1980 .

[28]  Willard M. Holmes,et al.  On validating simulation models of missile systems , 1978 .

[29]  Douglass B. Lee Requiem for Large-Scale Models , 1973 .

[30]  Tuncer Ören,et al.  Quality Assurance of System Design and Model Management for Complex Problems , 1982, International Working Conference on Model Realism.

[31]  John McLeod,et al.  Computer Modeling and Simulation: Principles of Good Practice , 1982 .

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

[33]  Tuncer Ören,et al.  Concepts and criteria to assess acceptability of simulation studies: a frame of reference , 1981, CACM.

[34]  Saul I. Gass,et al.  Documentation for a model: a hierarchical approach , 1981, CACM.

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

[36]  Saul I. Gass Computer model documentation , 1978, WSC '78.

[37]  William R. Ferrell,et al.  A model of calibration for subjective probabilities , 1980 .

[38]  Saul I. Gass Utility and Use of Large-Scale Mathematical Models. , 1979 .

[39]  Melvin M. Cutler A formal program model for discrete event simulation and its use in the verification and validation of system models and implementations. , 1980 .

[40]  Dieter Bahr A note on figures of merit , 1975, PERV.

[41]  Saul I. Gass,et al.  Evaluation of complex models , 1977, Comput. Oper. Res..

[42]  Brent Hailpern,et al.  Modular Verification of Computer Communication Protocols , 1983, IEEE Trans. Commun..

[43]  Saul I. Gass Validation and assessment of energy models , 1981 .