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
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;
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
DOI :
10.1109/HPCC.2011.112