DocumentCode
2171207
Title
Early Results from Metamorphic Testing of Epidemiological Models
Author
Pullum, Laura L. ; Ozmen, Ozgur
Author_Institution
Comput. Sci. & Eng. Div., Oak Ridge Nat. Lab., Oak Ridge, TN, USA
fYear
2012
fDate
14-16 Dec. 2012
Firstpage
62
Lastpage
67
Abstract
The research reported in this paper is motivated by the need to validate models of disease spread. To date, reasoned confidence in the results of these models is complicated by the increasing complexity of the models and by their desired predictive use. As part of an overall approach to verification and validation of disease spread models, we investigate metamorphic testing. In this paper, we present early results of initial metamorphic testing on agent-based epidemiological models.
Keywords
diseases; formal verification; medical computing; agent-based epidemiological models; disease spread model validation; disease spread model verification; metamorphic testing; model complexity; 1918 Spanish flu; Agent-based models; Epidemiological models; Metamorphic testing; Verification;
fLanguage
English
Publisher
ieee
Conference_Titel
BioMedical Computing (BioMedCom), 2012 ASE/IEEE International Conference on
Conference_Location
Washington, DC
Print_ISBN
978-1-4673-5495-0
Type
conf
DOI
10.1109/BioMedCom.2012.17
Filename
6516430
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