GitHub - dariomadeo/IGM: Matlab scripts for the estimation and simulation of the Infection-Game Model (IGM), developed in the submitted paper "Identification and Control of Game-Based Epidemic Models" by Dario Madeo and Chiara Mocenni ({dario.madeo, chiara.mocenni}@unisi.it)

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Matlab scripts for the estimation and simulation of the Infection-Game Model (IGM), developed in the submitted paper "Identification and Control of Game-Based Epidemic Models" by Dario Madeo and Chiara Mocenni ({dario.madeo, chiara.mocenni}@unisi.it)

GPL-3.0 license

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Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
data		data
LICENSE		LICENSE
README		README
downloadItalianCovidData.m		downloadItalianCovidData.m
estimate.m		estimate.m
getParameter.m		getParameter.m
main.m		main.m
model.m		model.m
setParameter.m		setParameter.m
simode.m		simode.m

Repository files navigation

main.m
-- This is the main file, used to load data, perform estimation, simulate the system and plot

estimate.m 
-- This file is called by main.m. It performs the estimation of parameters by using lsqcurvefit built-in Matlab function.

simode.m 
-- This file is used to simulate the model by solving the corresponding set of differential equations with ode45 built-in Matlab function.

model.m
-- This file evaluates the right hand side of the differential equations composing the model

downloadItalianCovidData.m
-- This file downloads the data from the GitHub account of Protezione Civile Italiana

setParameter.m
-- This file is used to set the parameters type (constant and known, constant and unknown, time-varying and unknown), lower bound, upped bound and initial guess for the estimation.
 
getParameter.m
-- This file is used to read the estimated values of the parameters.