VERIFICATION AND VALIDATION OF SIMULATION MODELS

被引:286
|
作者
Sargent, Robert G. [1 ]
机构
[1] Syracuse Univ, Dept Elect Engn & Comp Sci, LC Smith Coll Engn & Comp Sci, Syracuse, NY 13244 USA
来源
PROCEEDINGS OF THE 2010 WINTER SIMULATION CONFERENCE | 2010年
关键词
D O I
10.1109/WSC.2010.5679166
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:166 / 183
页数:18
相关论文
共 50 条
  • [31] Verification and validation in industrial simulation
    Williams, EJ
    PROCEEDINGS OF THE 1998 SUMMER COMPUTER SIMULATION CONFERENCE: SIMULATION AND MODELING TECHNOLOGY FOR THE TWENTY-FIRST CENTURY, 1998, : 57 - 62
  • [32] Simulation verification, validation, and accreditation
    Youngblood, SM
    Pace, DK
    Eirich, PL
    Gregg, DM
    Coolahan, JE
    JOHNS HOPKINS APL TECHNICAL DIGEST, 2000, 21 (03): : 359 - 367
  • [33] ROV simulation validation and verification
    Fletcher, B
    OCEANS '97 MTS/IEEE CONFERENCE PROCEEDINGS, VOLS 1 AND 2, 1997, : 1064 - 1069
  • [34] Simulation verification, validation, and accreditation
    Youngblood, Simone M.
    Pace, Dale K.
    Eirich, Peter L.
    Gregg, Donna M.
    Coolahan, James E.
    Johns Hopkins APL Technical Digest (Applied Physics Laboratory), 2000, 21 (03): : 359 - 367
  • [35] Quantify Simulation Verification and Validation
    Shi, Peng
    Liu, Fei
    Yang, Ming
    UKSIM 2009: ELEVENTH INTERNATIONAL CONFERENCE ON COMPUTER MODELLING AND SIMULATION, 2009, : 123 - 128
  • [36] Verification and Validation of SysML Models
    Hecht, Myron
    Chen, Jaron
    INCOSE International Symposium, 2021, 31 (01) : 599 - 613
  • [37] Verification and validation of underwater models
    Gledhill, DW
    Illgen, JD
    OCEANS '97 MTS/IEEE CONFERENCE PROCEEDINGS, VOLS 1 AND 2, 1997, : 489 - 495
  • [38] Verification and validation of stimulation models
    Sargent, RG
    1998 WINTER SIMULATION CONFERENCE PROCEEDINGS, VOLS 1 AND 2, 1998, : 121 - 130
  • [39] Verification and Validation of SysML Models
    Hecht, Myron
    Chen, Jaron
    Pugliese-Rosillo, Gloria
    2021 IEEE AEROSPACE CONFERENCE (AEROCONF 2021), 2021,
  • [40] Verification and Validation of Pavement Models
    Hernandez, Jaime
    Jayme, Angeli
    Ozer, Hasan
    Levenberg, Eyal
    Khazanovich, Lev
    Kutay, Emin M.
    JOURNAL OF TRANSPORTATION ENGINEERING PART B-PAVEMENTS, 2024, 150 (04)