Review of Simulation Model Validation Methods

Authors

Li Wei, Control and Simulation Center, Harbin Institute of Technology, Harbin 150001, China;
Yuchen Zhou, Control and Simulation Center, Harbin Institute of Technology, Harbin 150001, China;
Shenglin Lin, Control and Simulation Center, Harbin Institute of Technology, Harbin 150001, China;
Ma Ping, Control and Simulation Center, Harbin Institute of Technology, Harbin 150001, China;
Yang Ming, Control and Simulation Center, Harbin Institute of Technology, Harbin 150001, China;

Abstract

Abstract: Modeling and simulation has become an important way to cognize and research objective world, and the credibility of simulation models is the premise and basics for carrying out simulation activities. The ever-increasing complexity of the simulation objects and demands of simulation applications for users lead to a great challenge in validation of complex simulation model, which characterize a variety of complex features. This paper aims to summarize the concepts and development of simulation model validation, classify existing validation methods, analysis the applicable conditions of these methods and provide a brief review of some new validation methods. Furthermore, some emerging issues in the simulation model validation are analyzed to shed some light on the future research directions.

Recommended Citation

Wei, Li; Zhou, Yuchen; Lin, Shenglin; Ping, Ma; and Ming, Yang (2019) "Review of Simulation Model Validation Methods," Journal of System Simulation: Vol. 31: Iss. 7, Article 1.
DOI: 10.16182/j.issn1004731x.joss.19-0250
Available at: https://dc-china-simulation.researchcommons.org/journal/vol31/iss7/1

First Page

1249

Revised Date

2019-06-25

DOI Link

https://doi.org/10.16182/j.issn1004731x.joss.19-0250

Last Page

1256

CLC

TP391.9

Recommended Citation

Li Wei, Zhou Yuchen, Lin Shenglin, Ma Ping, Yang Ming. Review of Simulation Model Validation Methods[J]. Journal of System Simulation, 2019, 31(7): 1249-1256.

DOI

10.16182/j.issn1004731x.joss.19-0250