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Volumn 24, Issue 4, 1981, Pages 180-189

Concepts and Criteria to Assess Acceptability of Simulation Studies: A Frame of Reference

Author keywords

assessment of simulation studies; code verification; figure of merit; model calibration; model certification; model fitting; model robustness; model validation; program efficiency; program referability; software certification; software reliability; software robustness

Indexed keywords

COMPUTER SIMULATION;

EID: 0018999461     PISSN: 00010782     EISSN: 15577317     Source Type: Journal    
DOI: 10.1145/358598.358605     Document Type: Article
Times cited : (49)

References (85)
  • 1
    • 84976815717 scopus 로고    scopus 로고
    • Independent Verification/Validation Support Software
    • Proc. Nat'l Aerospace and Electron. Conf., Dayton, Ohio, March
    • Allen, B. and Clema, J.K. Independent Verification/Validation Support Software. Proc. Nat'l Aerospace and Electron. Conf., Dayton, Ohio, March pp. 276-281.
    • Allen, B.1    Clema, J.K.2
  • 2
    • 0018481796 scopus 로고
    • The ten most frequent causes of simulation analysis failure-and how to avoid them
    • June
    • Annino, J.S. and Russell, E.C. The ten most frequent causes of simulation analysis failure-and how to avoid them. Simulation Today, 60, (June 1979), pp. 137-140.
    • (1979) Simulation Today , vol.60 , pp. 137-140
    • Annino, J.S.1    Russell, E.C.2
  • 3
    • 84976701945 scopus 로고
    • A note on figures of merit, A CM Performance Evaluations Rev
    • July
    • Bahr, D. A note on figures of merit, A CM Performance Evaluations Rev., 4, 3, (July 1975), pp. 1-3.
    • (1975) , vol.4 , Issue.3 , pp. 1-3
    • Bahr, D.1
  • 5
    • 0004147303 scopus 로고
    • Platform for Change
    • Wiley, New York
    • Beer, S. Platform for Change. Wiley, New York, 1975.
    • (1975)
    • Beer, S.1
  • 7
    • 84976767146 scopus 로고
    • First Ann. Rept. Canadian Nuclear Fuel Waste Management Program, Rept AECL-6443
    • Atomic Energy of Canada Ltd., Pinawa, Manitoba
    • Boulton, J. and Gibson, A.R. First Ann. Rept. Canadian Nuclear Fuel Waste Management Program, Rept AECL-6443, Atomic Energy of Canada Ltd., Pinawa, Manitoba, 1979.
    • (1979)
    • Boulton, J.1    Gibson, A.R.2
  • 8
    • 84938009727 scopus 로고
    • Backward integration of system dynamics modelsA useful validation test
    • A Dialogue. C.W. Churchman and R.O. Mason (Eds.) Elsevier, New York
    • Brilling, K.R. Backward integration of system dynamics modelsA useful validation test? In World Modeling: A Dialogue. C.W. Churchman and R.O. Mason (Eds.) Elsevier, New York, 1976, pp. 141-149.
    • (1976) World Modeling , pp. 141-149
    • Brilling, K.R.1
  • 9
    • 0004177989 scopus 로고
    • Combined continuous/discrete system simulation by use of digital computers: Techniques and tools
    • Ph.D. Th.,Diss ETH No. Zurich, Switzerland
    • Cellier, F.E. Combined continuous/discrete system simulation by use of digital computers: Techniques and tools, Ph.D. Th.,Diss ETH No. 6483, Zurich, Switzerland. 1979,
    • (1979) , vol.6483
    • Cellier, F.E.1
  • 10
    • 84976748695 scopus 로고    scopus 로고
    • How to enhance the robustness of simulation software
    • (Ed.) Academic (London), England, (In press)
    • Cellier, F. E. How to enhance the robustness of simulation software. In Progress in Modelling and Simulation. F.E. Cellier (Ed.) Academic (London), England, (In press).
    • Progress in Modelling and Simulation
    • Cellier, F.E.1
  • 11
    • 84976753907 scopus 로고
    • Towards robust general purpose simulation software
    • June
    • Cellier, F.E. and Moebius, P.J. Towards robust general purpose simulation software. ACM SIGNUM 14, 2, (June 1979).
    • (1979) ACM SIGNUM , vol.14 , Issue.2
    • Cellier, F.E.1    Moebius, P.J.2
  • 12
    • 0018809006 scopus 로고
    • Proving properties of simulation programs for system verification and validation
    • Proc., Summer Computer Simulation Conf. Toronto, Canada
    • Cutler, M. M. Proving properties of simulation programs for system verification and validation. Proc., Summer Computer Simulation Conf. Toronto, Canada, 1979, pp. 610-616.
    • (1979) , pp. 610-616
    • Cutler, M.M.1
  • 13
    • 84976831088 scopus 로고
    • A formal program model for discrete event simulations and its use in the mathematical verification and validation of system models and implementations
    • Cutler, M.M., A formal program model for discrete event simulations and its use in the mathematical verification and validation of system models and implementations. Ph.D. Th., UCLA, Calif., 1979,
    • (1979) Ph.D. Th., UCLA, Calif.
    • Cutler, M.M.1
  • 14
    • 84910397174 scopus 로고
    • An Annotated Bibliography of Mathematical Models Classified by Validation and Error Analysis Methods
    • Fort Worth, TX
    • Deeter, C.R. and Hoffman, A.A.J. An Annotated Bibliography of Mathematical Models Classified by Validation and Error Analysis Methods. Texas Christian University, Fort Worth, TX 1978.
    • (1978) Texas Christian University
    • Deeter, C.R.1    Hoffman, A.A.J.2
  • 15
    • 0018466858 scopus 로고
    • Social processes and proofs of theorems and programs
    • May
    • De Millo, R.A., Lipton, R.J., Perlis, A.J. Social processes and proofs of theorems and programs. Comm. ACM, 22, 5, (May, 1979), pp. 271-280.
    • (1979) Comm. ACM , vol.22 , Issue.5 , pp. 271-280
    • De, M.R.A.1    Lipton, R.J.2    Perlis, A.J.3
  • 16
    • 84976684170 scopus 로고
    • Software requirements for an improvement of transfer and adaptability of models
    • S. Gass (Ed.). Nat'l Bur Stand, Special Publication No. 534, U.S. Dept. of Commerce, Washington, D.C., May
    • Dickhoven, S. Software requirements for an improvement of transfer and adaptability of models. In Utility and Use of Large-Scale Mathematical Models, S. Gass (Ed.). Nat'l Bur Stand, Special Publication No. 534, U.S. Dept. of Commerce, Washington, D.C., May 1979, pp. 195-205.
    • (1979) Utility and Use of Large-Scale Mathematical Models , pp. 195-205
    • Dickhoven, S.1
  • 17
    • 84976717819 scopus 로고
    • Whither simulation? Proc., UKSC Conf. on Computer Simulation
    • IPC Science and Technology Press, Chester, England, April
    • Lizas, M.S. Whither simulation? Proc., UKSC Conf. on Computer Simulation, IPC Science and Technology Press, Chester, England, April 1978, pp. 494-501.
    • (1978) , pp. 494-501
    • Lizas, M.S.1
  • 18
    • 84976752313 scopus 로고
    • Results of a simulation: Can they be trusted? Proc. Seminar on Modelling in Business of IFIP Applied Information Processing Group
    • Amsterdam, The Netherlands, Jan.
    • Elzas, M.S. Results of a simulation: Can they be trusted? Proc. Seminar on Modelling in Business of IFIP Applied Information Processing Group, Amsterdam, The Netherlands, Jan. 1978, pp. 170-183.
    • (1978) , pp. 170-183
    • Elzas, M.S.1
  • 19
    • 0005283412 scopus 로고
    • What is needed for robust simulation
    • B.P. Zeigler et al. (Eds.) North-Holland, Amsterdam
    • Elzas, M.S. What is needed for robust simulation? In Methodology in Systems Modelling and Simulation, B.P. Zeigler et al. (Eds.) North-Holland, Amsterdam, 1979, pp. 57-91.
    • (1979) Methodology in Systems Modelling and Simulation , pp. 57-91
    • Elzas, M.S.1
  • 20
    • 0003406319 scopus 로고
    • Design and Use of Computer Simulation Models
    • Collier-MacMillan, New York
    • Lmshoff, J. R. and Sisson, R.L. Design and Use of Computer Simulation Models, Collier-MacMillan, New York, 1970.
    • (1970)
    • Lmshoff, J.R.1    Sisson, R.L.2
  • 21
    • 0017415288 scopus 로고
    • Evaluation of complex models
    • March
    • Gass, S.L. Evaluation of complex models. Computers and Oper. Res. 1 (March, 1977), pp. 27-35.
    • (1977) Computers and Oper. Res. , vol.1 , pp. 27-35
    • Gass, S.L.1
  • 23
    • 84976780908 scopus 로고
    • Computer model documentation: A review and an approach. Nat. Bur. Stand. Special Publication No. 500-39
    • U.S. Dept. of Commerce, Washington, D.C. Feb.
    • Gass, S.I. Computer model documentation: A review and an approach. Nat. Bur. Stand. Special Publication No. 500-39, U.S. Dept. of Commerce, Washington, D.C. Feb. 1979.
    • (1979)
    • Gass, S.I.1
  • 24
    • 84974859505 scopus 로고
    • Utility and use of large-scale mathematical models. Proc. of a Workshop held at the Nat'l. Bur. Stand., Gaithersburg, Maryland, Apr, 28-29, 1977
    • Washington, D.C., U.S. Dept. of Commerce, May
    • Gass, S.L. (Ed.). Utility and use of large-scale mathematical models. Proc. of a Workshop held at the Nat'l. Bur. Stand., Gaithersburg, Maryland, Apr, 28-29, 1977, National Bureau of Standards, Special Publication 534, Washington, D.C., U.S. Dept. of Commerce, May 1979.
    • (1979) National Bureau of Standards, Special Publication , vol.534
    • Gass, S.L.1
  • 25
    • 84976775021 scopus 로고
    • BibliographyModel evaluation and assessment
    • S.I. Gass (Ed.). Nat'l. Bur. Stand. Special Publication No. U.S. Dept. of Commerce, Washington, D.C., May
    • Gass, S.I. BibliographyModel evaluation and assessment. In Utility and Use of Large-Scale Mathematical Models, S.I. Gass (Ed.). Nat'l. Bur. Stand. Special Publication No. 534, U.S. Dept. of Commerce, Washington, D.C., May 1979, pp. 215-217.
    • (1979) Utility and Use of Large-Scale Mathematical Models , pp. 215-217
    • Gass, S.I.1
  • 26
    • 84976789989 scopus 로고
    • Validation and Assessment Issues of Energy Models, Prepared for the NATO Advanced Research Institute
    • Nov. Brookhaven National Laboratory, Upton, New York
    • Gass, S.I. Validation and Assessment Issues of Energy Models, Prepared for the NATO Advanced Research Institute, The Application of Systems Science to Energy Policy Planning. Nov. 1216, Brookhaven National Laboratory, Upton, New York, 1979.
    • (1979) The Application of Systems Science to Energy Policy Planning , vol.1216
    • Gass, S.I.1
  • 27
    • 0142191809 scopus 로고
    • Assessing energy policy models: Current state and future directions
    • Greenberger, M. and Richels, R. Assessing energy policy models: Current state and future directions. Ann. Rev. Energy, 4, (1979).
    • (1979) Ann. Rev. Energy , vol.4
    • Greenberger, M.1    Richels, R.2
  • 29
    • 0003580110 scopus 로고
    • Adaptive Environmental Assessment and Management
    • John Wiley, New Yok
    • Holling, C.S. Adaptive Environmental Assessment and Management, John Wiley, New Yok, 1978.
    • (1978)
    • Holling, C.S.1
  • 30
    • 35348986864 scopus 로고
    • Large-Scale Models for Policy Evaluation
    • Wiley-Interscience, New York
    • House, P.W. and Mcleod, J. Large-Scale Models for Policy Evaluation, Wiley-Interscience, New York, 1977.
    • (1977)
    • House, P.W.1    Mcleod, J.2
  • 31
    • 84976723869 scopus 로고
    • Applicability of software validation techniques to scientific programs
    • July
    • Howden, W.E. Applicability of software validation techniques to scientific programs. A CM Trans. Programming Languages and Systems. 2, 3, (July 1980), pp. 307-320.
    • (1980) A CM Trans. Programming Languages and Systems , vol.2 , Issue.3 , pp. 307-320
    • Howden, W.E.1
  • 32
    • 84976849244 scopus 로고
    • Large-scale systems theories: Some paradigms from software systems engineering
    • T.I. ren (Ed.) Int. Assoc. for Cybernetics, Namur, Belgium
    • 32, Hunt, R. Large-scale systems theories: Some paradigms from software systems engineering. In Cybernetics and Modelling and Simulation of Large-Scale Systems. T.I. ren (Ed.) Int. Assoc. for Cybernetics, Namur, Belgium, 1978, pp. 141-150,
    • (1978) Cybernetics and Modelling and Simulation of Large-Scale Systems , pp. 141-150
    • Hunt, R.1
  • 33
    • 0016988622 scopus 로고
    • Model credibility for large-scale systems
    • Aug.
    • Kahne, S. Model credibility for large-scale systems. IEEE Trans. SMC, (Aug. 1976), pp. 586-590.
    • (1976) IEEE Trans. SMC , pp. 586-590
    • Kahne, S.1
  • 34
    • 0017427149 scopus 로고
    • The spectrum of mathematical modelling and systems simulation
    • L. Dekker (Ed.) North-Holland, Amsterdam
    • Karplus, W.J. The spectrum of mathematical modelling and systems simulation In Simulation of Systems, L. Dekker (Ed.) North-Holland, Amsterdam, 1976, pp. 5-13.
    • (1976) Simulation of Systems , pp. 5-13
    • Karplus, W.J.1
  • 35
    • 0017958194 scopus 로고
    • On validating simulation models of missile systems
    • Apr.
    • Kheir, N.A. and W.M. Homes. On validating simulation models of missile systems. Simulation, 30, 4, (Apr. 1978), pp. 117-128.
    • (1978) Simulation , vol.30 , Issue.4 , pp. 117-128
    • Kheir, N.A.1    Homes, W.M.2
  • 36
    • 84976793238 scopus 로고
    • Statistical design and analysis of simulation experiments
    • Ziirich, Switzerland Acta Press
    • Kleijnen, J.P.C. Statistical design and analysis of simulation experiments. Proc. Simulation '75, Ziirich, Switzerland Acta Press, 1975.
    • (1975) Proc. Simulation , vol.75
    • Kleijnen, J.P.C.1
  • 37
    • 0008044090 scopus 로고
    • The role of statistical methodology in simulation
    • B P. Zeigler, M.S. El?.as, G.J. Klir, and T.I. ren (Eds.) North-Holland, Amsterdam
    • Kleijnen, J.P.C. The role of statistical methodology in simulation. In Methodology in Systems Modelling and Simulation, B. P. Zeigler, M.S. El?.as, G.J. Klir, and T.I. ren (Eds.) North-Holland, Amsterdam, 1979, pp. 425-445.
    • (1979) Methodology in Systems Modelling and Simulation , pp. 425-445
    • Kleijnen, J.P.C.1
  • 38
    • 0008630272 scopus 로고
    • Requiem for large-scale models
    • May
    • Lee, D.B. Requiem for large-scale models. J. Am. Inst, of Planners, 39, 3 (May 1973), pp. 163-178.
    • (1973) J. Am. Inst, of Planners , vol.39 , Issue.3 , pp. 163-178
    • Lee, D.B.1
  • 39
    • 84976734041 scopus 로고
    • Software validation: An annotated bibliography
    • Program Validation, R.T. Yeh (Ed.) Prentice-Hall, Englewood Cliffs, N.J.
    • Marmor-Squires, A.B. Software validation: An annotated bibliography. In Current Trends in Programming Methodology. Vol. II. Program Validation, R.T. Yeh (Ed.) Prentice-Hall, Englewood Cliffs, N.J., 1977, pp. 269-319.
    • (1977) Current Trends in Programming Methodology , vol.2 , pp. 269-319
    • Marmor-Squires, A.B.1
  • 40
    • 84976754496 scopus 로고
    • Terms and definitions-'Play it Again, Stew
    • Oct.
    • Mcleod, J. Terms and definitions-'Play it Again, Stew'. Simulation Today, 29, 4 (Oct. 1977) pp. vii-ix.
    • (1977) Simulation Today , vol.29 , Issue.4 , pp. vii-ix
    • Mcleod, J.1
  • 42
    • 0344999456 scopus 로고
    • Some practical aspects of the verification and validation of simulation models
    • Mihram, G.A. Some practical aspects of the verification and validation of simulation models. Operational Res. Quart., 23, (1972) pp. 17-29.
    • (1972) Operational Res. Quart. , vol.23 , pp. 17-29
    • Mihram, G.A.1
  • 43
    • 84976760414 scopus 로고
    • Four questions regarding the credibility of simulation
    • Pittsburgh, PA, Instrum. Soc. Am. Apr
    • Mihram, G.A. Four questions regarding the credibility of simulation. Proc, 7th Ann. Pittsburgh Conf., Part 2-Modeling and Simulation, Pittsburgh, PA, Instrum. Soc. Am. Apr 1976, pp. 1225-1230.
    • (1976) Proc, 7th Ann. Pittsburgh Conf., Part 2-Modeling and Simulation , pp. 1225-1230
    • Mihram, G.A.1
  • 45
    • 0041500832 scopus 로고
    • Tutorial: Software Testing and Validation Techniques
    • New York, NY
    • Miller, E., and Howden, W.E. Tutorial: Software Testing and Validation Techniques. IEEE Comptr Soc., New York, NY, 1978.
    • (1978) IEEE Comptr Soc.
    • Miller, E.1    Howden, W.E.2
  • 46
    • 0004135418 scopus 로고
    • The Art of Software Testing
    • Wiley, New York
    • Myers, G.J. The Art of Software Testing. Wiley, New York, 1979.
    • (1979)
    • Myers, G.J.1
  • 47
    • 84976743458 scopus 로고
    • The feasibility of and methodology for developing federal documentation standards for simulation models
    • VP1 and State University, Blacksburg, VA
    • Nance, R.E. The feasibility of and methodology for developing federal documentation standards for simulation models. Rept. Dept. of Comptr Sci. VP1 and State University, Blacksburg, VA, 1977.
    • (1977) Rept. Dept. of Comptr Sci.
    • Nance, R.E.1
  • 49
    • 84976960616 scopus 로고
    • Guidelines for documenting simulation models: A review and procedures
    • A State-of-the-Art View, T.L ren, C.M. Shub, and P.F. Roth (Eds.). IEEE, New York
    • Newton, O.L. and Whetherbee, J.E. Guidelines for documenting simulation models: A review and procedures. In Simulation with Discrete Models; A State-of-the-Art View, T.L ren, C.M. Shub, and P.F. Roth (Eds.). IEEE, New York, 1980 pp. 243-258.
    • (1980) Simulation with Discrete Models , pp. 243-258
    • Newton, O.L.1    Whetherbee, J.E.2
  • 50
    • 84948271024 scopus 로고
    • Deductive general systems theories and simulation of large-scale systems
    • Houston, Texas, July
    • Oren, T.I. Deductive general systems theories and simulation of large-scale systems. Proc., Summer Comptr Simulation Conf., Houston, Texas, July 1974 pp. 13-16
    • (1974) Proc., Summer Comptr Simulation Conf. , pp. 13-16
    • Oren, T.I.1
  • 51
    • 0017701026 scopus 로고
    • Simulation is it has been, is, and should be
    • Nov.
    • Oren, T.I. Simulation is it has been, is, and should be. Simulation, 29, 5 (Nov. 1977) pp. 182-183.
    • (1977) Simulation , vol.29 , Issue.5 , pp. 182-183
    • Oren, T.I.1
  • 52
    • 84866881957 scopus 로고
    • Modelling, model manipulation and programming concepts in simulation
    • G.C. van Steenkiste (Ed.) North-Holland, Amsterdam
    • Oren, T.I. Modelling, model manipulation and programming concepts in simulation. In Modelling, Identification, and Control in Environmental Systems, G.C. van Steenkiste (Ed.) North-Holland, Amsterdam, 1978 pp. 833-842.
    • (1978) Modelling, Identification, and Control in Environmental Systems , pp. 833-842
    • Oren, T.I.1
  • 53
    • 34249951640 scopus 로고
    • Rationale for large-scale systems simulation software based on cybernetics and general system theories
    • T.I. Oren (Ed.) Int. Assoc. for Cybernetics, Namur, Belgium
    • Oren, T.L. Rationale for large-scale systems simulation software based on cybernetics and general system theories. In Cybernetics and Modelling of Large-Scale Systems, T.I. Oren (Ed.) Int. Assoc. for Cybernetics, Namur, Belgium, 1978 pp. 151-179.
    • (1978) Cybernetics and Modelling of Large-Scale Systems , pp. 151-179
    • Oren, T.L.1
  • 54
    • 84976808968 scopus 로고
    • Reference manual of GEST 78-Level 1. (A modelling and simulation language for combined systems)
    • Ottawa, Ontario, Canada
    • Oren, T.I. Reference manual of GEST 78-Level 1. (A modelling and simulation language for combined systems). Tech. Rept. 78-02, Univ. of Ottawa, Comptr Sci. Dept., Ottawa, Ontario, Canada, 1978.
    • (1978) Tech. Rept. 78-02, Univ. of Ottawa, Comptr Sci. Dept.
    • Oren, T.I.1
  • 55
    • 84976673576 scopus 로고
    • Epilogue
    • T.I. Oren (Ed.) Int. Assoc. for Cybernetics, Namur, Belgium
    • Oren, T.I. Epilogue. In Cybernetics and Modelling of Large-Scale Systems. T.I. Oren (Ed.) Int. Assoc. for Cybernetics, Namur, Belgium, 1978, pp. 181-189.
    • (1978) Cybernetics and Modelling of Large-Scale Systems , pp. 181-189
    • Oren, T.I.1
  • 56
    • 84901246725 scopus 로고
    • Concepts for advanced computer-assisted modelling
    • B.P. Zeigler, M.S. Elzas, G.J, Klir, and T.I. ren (Eds.). North-Holland, Amsterdam
    • Oren, T.I. Concepts for advanced computer-assisted modelling. In Methodology in Systems Modelling and Simulation, B.P. Zeigler, M.S. Elzas, G.J, Klir, and T.I. ren (Eds.). North-Holland, Amsterdam, 1979, pp. 29-55.
    • (1979) Methodology in Systems Modelling and Simulation , pp. 29-55
    • Oren, T.I.1
  • 57
    • 80052076387 scopus 로고    scopus 로고
    • Computer-aided modelling systems
    • F.E. Cellier (Ed.), Academic (London), England (In press)
    • Oren, T.I. Computer-aided modelling systems. In Progress in Modelling and Simulation F.E. Cellier (Ed.), Academic (London), England (In press).
    • Progress in Modelling and Simulation
    • Oren, T.I.1
  • 58
    • 84948295665 scopus 로고
    • Design of SEMA: A software system for computer-aided modelling and simulation of SEquential MAchines
    • Conf., T.L ren, C.M. Shub, and P.F. Roth (Eds.)
    • Oren, T.I. and Collie, B. Design of SEMA: A software system for computer-aided modelling and simulation of SEquential MAchines. In Proc, 1980 Winter Simulation Conf., T.L ren, C.M. Shub, and P.F. Roth (Eds.), 1980, pp 113-123.
    • (1980) Proc, 1980 Winter Simulation , pp. 113-123
    • Oren, T.I.1    Collie, B.2
  • 59
    • 84976689007 scopus 로고
    • Ecological models expressed in GEST 78, Rept prepared for the Dept
    • Dutch Agricultural Univ., Wageningen, the Netherlands
    • Oren, T.I. and Den Dulk, J. Ecological models expressed in GEST 78, Rept prepared for the Dept. of Theoretical Production Ecology, Dutch Agricultural Univ., Wageningen, the Netherlands, 1978.
    • (1978) Theoretical Production Ecology
    • Oren, T.I.1    Den, D.J.2
  • 60
    • 0018444781 scopus 로고
    • Concepts for advanced simulation methodologies
    • March
    • Oren, T.L. and Zeigler, B. P. Concepts for advanced simulation methodologies. Simulation, 32, 3 (March 1979) pp. 69-82.
    • (1979) Simulation , vol.32 , Issue.3 , pp. 69-82
    • Oren, T.L.1    Zeigler, B.P.2
  • 61
    • 0007055188 scopus 로고
    • inquiry and Decisions
    • Allen Unwin, London
    • O'Shaugnessy, J. inquiry and Decisions. Allen Unwin, London, 1972.
    • (1972)
    • O'Shaugnessy, J.1
  • 62
    • 0007626872 scopus 로고
    • Evaluation of Policy Simulation Models
    • Washington, DC
    • Pugh, R.E. Evaluation of Policy Simulation Models. Information Resources Press, Washington, DC, 1977.
    • (1977) Information Resources Press
    • Pugh, R.E.1
  • 63
    • 84985815973 scopus 로고
    • Some considerations for improving federal modelling
    • Proc. 1978 Winter Simulation Conf. Dec
    • Roth, P. F., Gass, S.I., and Lemoine, A.J. Some considerations for improving federal modelling. Proc. 1978 Winter Simulation Conf. Dec 1978 pp. 213-217.
    • (1978) , pp. 213-217
    • Roth, P.F.1    Gass, S.I.2    Lemoine, A.J.3
  • 64
    • 0018809808 scopus 로고
    • Validation considerations during parameter development for simulation models
    • Toronto, Canada, July
    • Salaway, G. and Siler, K.F. Validation considerations during parameter development for simulation models. Proc., Summer Comptr Simulation Conf., Toronto, Canada, July 1979 pp. 624-628.
    • (1979) Proc., Summer Comptr Simulation Conf. , pp. 624-628
    • Salaway, G.1    Siler, K.F.2
  • 67
    • 0002638617 scopus 로고    scopus 로고
    • Verification and validation of simulation models
    • F.E. Cellier (Ed.), Academic (London), England, (In Press)
    • Sargent, R.G. Verification and validation of simulation models. In Progress in Modelling and Simulation. F.E. Cellier (Ed.), Academic (London), England, (In Press).
    • Progress in Modelling and Simulation
    • Sargent, R.G.1
  • 68
    • 0015955026 scopus 로고
    • Comparison of six on-line identification algorithms
    • Jan.
    • Saridis, G.N. Comparison of six on-line identification algorithms. Automatica, 10, 1 (Jan. 1974) pp. 69-79.
    • (1974) Automatica , vol.10 , Issue.1 , pp. 69-79
    • Saridis, G.N.1
  • 69
    • 85005326078 scopus 로고
    • Criteria for assessing model validity for managerial purposes
    • Oct.
    • Schellenberger, R.E. Criteria for assessing model validity for managerial purposes. Decision Science, 5, 4 (Oct. 1974) pp, 644-653.
    • (1974) Decision Science , vol.5 , Issue.4 , pp. 644-653
    • Schellenberger, R.E.1
  • 71
    • 0001652083 scopus 로고
    • Terminology for model credibility
    • Schlesinger, S. et al. Terminology for model credibility. Simulation, 32 3, (1979) pp. 103-104.
    • (1979) Simulation , vol.32 , Issue.3 , pp. 103-104
    • Schlesinger, S.1
  • 72
    • 0018998377 scopus 로고
    • Establishing the credibility of simulations
    • March
    • Schruben, L.W. Establishing the credibility of simulations. Simulation, 3 (March 1980) pp. 101-105.
    • (1980) Simulation , vol.3 , pp. 101-105
    • Schruben, L.W.1
  • 73
    • 84976758606 scopus 로고
    • Validation criteria for computer systems simulation
    • Boulder, Colorado, Nat'l Bur Stand, Aug
    • Teorey, T.J. Validation criteria for computer systems simulation. Proc. Symp. Simulation of Computer Systems, Boulder, Colorado, Nat'l Bur Stand, Aug. 1975, pp. 161-173.
    • (1975) Proc. Symp. Simulation of Computer Systems , pp. 161-173
    • Teorey, T.J.1
  • 74
    • 84910307978 scopus 로고
    • Investigations into the Club of Rome's World 3 Model - Lessons for understanding complicated models
    • The Netherlands
    • Thissen, W. Investigations into the Club of Rome's World 3 Model - Lessons for understanding complicated models. Ph.D. Th., Dept. of Technical Physics, Eindhoven University of Technology, The Netherlands, 1978,
    • (1978) Ph.D. Th., Dept. of Technical Physics, Eindhoven University of Technology
    • Thissen, W.1
  • 75
    • 0017950764 scopus 로고
    • Investigations into the World 3 Model: Lessons for understanding complicated models
    • March
    • Thissen, W Investigations into the World 3 Model: Lessons for understanding complicated models. IEEE Trans, on Systems, Man, and Cybernetics, SMC-8, 3 ( March 1978) pp. 183-193.
    • (1978) IEEE Trans, on Systems, Man, and Cybernetics, SMC-8 , vol.3 , pp. 183-193
    • Thissen, W.1
  • 76
    • 84976787025 scopus 로고
    • The Ecu-spasm Report
    • Bantam Books, New York
    • Toffler, A. The Ecu-spasm Report. Bantam Books, New York, 1975.
    • (1975)
    • Toffler, A.1
  • 77
    • 84911602355 scopus 로고
    • Developing useful evaluation capability: Lessons from the model evaluation program, Stock Number 27-000-00798-8
    • U.S. Govt Printing Office, Washington, DC
    • Waller, J.D., Scanion, J.W., Kemp, D.M., and Nalley, P.G. Developing useful evaluation capability: Lessons from the model evaluation program, Stock Number 27-000-00798-8, U.S. Govt Printing Office, Washington, DC, 1979.
    • (1979)
    • Waller, J.D.1    Scanion, J.W.2    Kemp, D.M.3    Nalley, P.G.4
  • 78
    • 0017597257 scopus 로고
    • Why won't anyone believe us? Simulation
    • Jan
    • Watt, K.F. Why won't anyone believe us? Simulation, 28 (Jan. 1977), pp. 1-3.
    • (1977) , vol.28 , pp. 1-3
    • Watt, K.F.1
  • 79
    • 0015345871 scopus 로고
    • The fitting, calibration, and validation of simulation models
    • May
    • Wigatt, M.R. The fitting, calibration, and validation of simulation models. Simulation, 18, 5, (May 1972) pp. 188-192.
    • (1972) Simulation , vol.18 , Issue.5 , pp. 188-192
    • Wigatt, M.R.1
  • 80
    • 0018985545 scopus 로고
    • Criteria sensitivity analysis: A new approach to parameter sensitivity
    • Feb.
    • Wong. C.S.Y. Criteria sensitivity analysis: A new approach to parameter sensitivity. Applied Mathematical Modelling. 4, (Feb. 1980) pp. 7-15.
    • (1980) Applied Mathematical Modelling , vol.4 , pp. 7-15
    • Wong., C.S.Y.1
  • 82
    • 0342355444 scopus 로고
    • Systems Engineering Methodology for Interdisciplinary Teams
    • Wiley, New York
    • Wymore, A.W. Systems Engineering Methodology for Interdisciplinary Teams. Wiley, New York, 1974.
    • (1974)
    • Wymore, A.W.1
  • 83
    • 84976731488 scopus 로고
    • Program Validation. Prentice-Hall, Englewood Cliffs, NJ
    • Yeh, R.T. (Ed.) Current Trends in Programming Methodoloy, Vol. II Program Validation. Prentice-Hall, Englewood Cliffs, NJ, 1977.
    • (1977) Current Trends in Programming Methodoloy , vol.2
    • Yeh, R.T.1
  • 84
    • 17444436824 scopus 로고
    • Theory of Modelling and Simulation
    • Wiley-Interscience, New York
    • Zeigler, B.P. Theory of Modelling and Simulation. Wiley-Interscience, New York, 1976.
    • (1976)
    • Zeigler, B.P.1
  • 85
    • 84976702238 scopus 로고
    • Structuring the Organization of Partial Models
    • T.I. Oren (Ed.). Int. Assoc. for Cybernetics, Namur, Belgium
    • Zeigler, B.P. Structuring the Organization of Partial Models. In Cybernetics and Modelling of Large-Scale Systems. T.I. Oren (Ed.). Int. Assoc. for Cybernetics, Namur, Belgium, 1978 pp, 127-139.
    • (1978) Cybernetics and Modelling of Large-Scale Systems , pp. 127-139
    • Zeigler, B.P.1


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