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
Link To Document :
بازگشت