Title :
Mean-Field based comparison of two age-dependent SIR models
Author :
Martin Bicher;G?nter Schneckenreither;Niki Popper
Author_Institution :
Institute of Analysis and Scientific Computing, Vienna University of Technology, 8 Wiedner Hauptstra?e, 1040, Austria
Abstract :
In this work we compare two structurally different modeling approaches for the simulation of an age-dependent SIR (susceptible, infected, recovered) type epidemic spread: a microscopic agent-based model and a macroscopic integro-partial differential equation model. Doing so we put a newly derived Mean-Field Theorem for mixed state-spaces (continuous and discrete) to the test. Afterwards both models are executed and compared for two abstract scenarios to confirm the derived asymptotic equivalence.
Keywords :
"Mathematical model","Analytical models","Computational modeling","Microscopy","Numerical models","Moon","Differential equations"
Conference_Titel :
Winter Simulation Conference (WSC), 2015
Electronic_ISBN :
1558-4305
DOI :
10.1109/WSC.2015.7408469