ON THE TIME-OPTIMAL VACCINATION CONTROL FOR AN SEIR EPIDEMIC MODEL WITH EVENTUAL MODELLING ERRORS

被引:2
|
作者
De La Sen, Manuel [1 ,2 ]
Ibeas, Aster [3 ]
Alonso-Quesada, Santiago [1 ,2 ]
Nistal, Raul [1 ,2 ]
机构
[1] Univ Basque Country UPV EHU, Inst Res & Dev Proc IIDP, Campus Leioa Bizkaia,POB 48080, Leioa, Spain
[2] Univ Basque Country UPV EHU, Fac Sci & Technol, Campus Leioa Bizkaia,POB 48080, Leioa, Spain
[3] UAB, Dept Telecommun & Syst Engn, POB 08193, Barcelona, Spain
关键词
Epidemic model; SEIR epidemic model; Vaccination control; Bang-bang control; Time-optimal control; Hamiltonian; GLOBAL DYNAMICS; STABILITY;
D O I
10.24507/ijicic.15.01.163
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a time-optimal vaccination control for an SEIR (susceptible-exposed-infectious-recovered by immunity, or immune, subpopulations) epidemic model under a bang-bang vaccination control. The model can eventually include generic uncertainties with parameterization errors and unmodeled dynamics. The designed bang-bang control operates with two design "a priori" vaccination control levels and chooses the switching time instants between both of them. Both values are chosen being compatible with the positivity and global stability of the epidemic model. The two constant vaccination controls define two possible disease-free equilibrium points in the absence of switching actions which are stable if the disease transmission rate lies below a certain critical value. It is assumed that the disease transmission rate is below such a critical value so that the resulting disease-free equilibrium point under any constant vaccination control, or, in general, if the vaccination is time-varying but it converges to a constant value, is asymptotically stable. The time-optimal vaccination control is generated from a design chosen constant value plus an incremental value which is generated by the minimization of the Hamiltonian associated with the minimal-time loss function. The targeted state final value is defined as a certain closed ball around some point being a reasonable approximate measure of both existing disease-free equilibrium points associated with the two vaccination levels used for the time-optimal control. Numerical examples are discussed to evaluate the proposed optimization method.
引用
收藏
页码:163 / 187
页数:25
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