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Methods for the external validation of contiuous system simulation models:a review
- Source :
- Mathematical and Computer Modelling of Dynamical Systems. 4:5-31
- Publication Year :
- 1998
- Publisher :
- Informa UK Limited, 1998.
-
Abstract
- External validation is an integral part of the process of simulation model development. Many methods of external validation of continuous system simulation models have been proposed and, inevitably, the approach selected in any given application is highly dependent upon the purpose of the model and the associated accuracy requirements. Although the process of external validation has subjective aspects, formalisation of methods in some safety-critical fields of application has provided a basis for the development of objective measures of model performance. Such measures can be applied in other application areas and allow the whole process of assessing model credibility to be put on a firmer foundation. This paper reviews available methods, discusses practical issues that can arise in the application of these validation techniques and gives a brief account of some validation problems in selected application areas.
- Subjects :
- Process (engineering)
Computer science
Applied Mathematics
Simulation modeling
External validation
Computer Science Applications
Application areas
Control and Systems Engineering
Modeling and Simulation
Credibility
Systems engineering
Verification and validation of computer simulation models
Model development
Software
Subjects
Details
- ISSN :
- 17445051 and 13873954
- Volume :
- 4
- Database :
- OpenAIRE
- Journal :
- Mathematical and Computer Modelling of Dynamical Systems
- Accession number :
- edsair.doi...........7df0cd125c39dbbac2cc98843b8364dc
- Full Text :
- https://doi.org/10.1080/13873959808837066