DocumentCode
2094379
Title
Formal Specification and Experimental Analysis of an Interactive Epidemic Simulation Framework
Author
Ma, Yifei ; Bisset, Keith R. ; Chen, Jiangzhuo ; Deodhar, Suruchi ; Marathe, Madhav V.
Author_Institution
Virginia Bioinf. Inst., Virginia Tech., Blacksburg, VA, USA
fYear
2011
fDate
2-4 Sept. 2011
Firstpage
790
Lastpage
795
Abstract
Modeling environments to study epidemic outbreaks can be used as decision support tools by decision makers to support public health policies. However, although the current high performance simulation engines have become adept at rapidly simulating disease diffusion, computational environments for exploring complex mitigation strategies are fairly rudimentary. Interactive simulations provide a natural way to study the complicated co-evolution of disease dynamics and public policies. In this paper, we formalize the problem of interactive simulations and present experimental results based on an interactive simulation platform that we have recently developed.
Keywords
decision making; decision support systems; diseases; formal specification; health care; interactive systems; parallel processing; complex mitigation strategy; decision maker; decision support tool; disease diffusion simulation; disease dynamics coevolution; experimental analysis; formal specification; high performance simulation engine; interactive epidemic simulation framework; public health policy; Complexity theory; Computational modeling; Data models; Databases; Diseases; Engines; Mathematical model; infectious disease; modeling and simulation; network dynamics; parallel computation; strategy simulation;
fLanguage
English
Publisher
ieee
Conference_Titel
High Performance Computing and Communications (HPCC), 2011 IEEE 13th International Conference on
Conference_Location
Banff, AB
Print_ISBN
978-1-4577-1564-8
Electronic_ISBN
978-0-7695-4538-7
Type
conf
DOI
10.1109/HPCC.2011.112
Filename
6063077
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