Verification and validation of simulation models

被引:0
|
作者
Sargent, Robert G. [1 ]
机构
[1] Syracuse Univ, Dept Elect Engn & Comp Sci, Syracuse, NY 13244 USA
关键词
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper we discuss verification and validation of simulation models. Four different approaches to deciding model validity are described; two different paradigms that relate verification and validation to the model development process are presented; various validation techniques are defined; conceptual model validity, model verification, operational validity, and data validity are discussed; a way to document results is given; a recommended procedure for model validation is presented; and model accreditation is briefly discussed.
引用
收藏
页码:112 / 125
页数:14
相关论文
共 50 条
  • [11] VERIFICATION AND VALIDATION OF SIMULATION-MODELS
    KLEIJNEN, JPC
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1995, 82 (01) : 145 - 162
  • [12] Verification, validation, and accreditation of simulation models
    Sargent, RG
    [J]. PROCEEDINGS OF THE 2000 WINTER SIMULATION CONFERENCE, VOLS 1 AND 2, 2000, : 50 - 59
  • [13] HISTORY OF VERIFICATION AND VALIDATION OF SIMULATION MODELS
    Sargent, Robert G.
    Balci, Osman
    [J]. 2017 WINTER SIMULATION CONFERENCE (WSC), 2017, : 292 - 307
  • [14] Formal Verification and Validation of DEVS Simulation Models
    Olamide, Soremekun Ezekiel
    Kaba, Traore Mamadou
    [J]. AFRICON, 2013, 2013, : 1189 - 1194
  • [15] AN INTRODUCTORY TUTORIAL ON VERIFICATION AND VALIDATION OF SIMULATION MODELS
    Sargent, Robert G.
    [J]. 2015 WINTER SIMULATION CONFERENCE (WSC), 2015, : 1729 - 1740
  • [16] VERIFICATION AND VALIDATION OF PIPELINE TERMINAL SIMULATION MODELS
    Lin, Frank
    Chegus, Allan
    Cernelev, Dumitru
    [J]. PROCEEDINGS OF THE 10TH INTERNATIONAL PIPELINE CONFERENCE - 2014, VOL 4, 2014,
  • [17] A framework for verification and validation of simulation models and applications
    Wang, Zhongshi
    Lehmann, Axel
    [J]. ASIASIM 2007, 2007, 5 : 237 - +
  • [18] VERIFICATION AND VALIDATION OF SIMULATION MODELS: AN ADVANCED TUTORIAL
    Sargent, Robert G.
    [J]. 2020 WINTER SIMULATION CONFERENCE (WSC), 2020, : 16 - 29
  • [19] TOWARDS A MEASUREMENT TOOL FOR VERIFICATION AND VALIDATION OF SIMULATION MODELS
    Wang, Zhongshi
    [J]. PROCEEDINGS OF THE 2011 WINTER SIMULATION CONFERENCE (WSC), 2011, : 581 - 592
  • [20] Metamorphic Testing on the Continuum of Verification and Validation of Simulation Models
    Raunak, M. S.
    Olsen, Megan M.
    [J]. 2021 IEEE/ACM 6TH INTERNATIONAL WORKSHOP ON METAMORPHIC TESTING (MET 2021), 2021, : 47 - 52