کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4499964 1624019 2015 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Optimal control problems of epidemic systems with parameter uncertainties: Application to a malaria two-age-classes transmission model with asymptomatic carriers
ترجمه فارسی عنوان
مشکلات کنترل بهینه از سیستم های اپیدمی با عدم قطعیت پارامتر: کاربرد در مدل انتقال دوساعت مالاریا با حامل های بدون علامت
موضوعات مرتبط
علوم زیستی و بیوفناوری علوم کشاورزی و بیولوژیک علوم کشاورزی و بیولوژیک (عمومی)
چکیده انگلیسی


• We model malaria transmission with asymptomatic carriers and two-age human classes.
• We examine the qualitative analysis of the relevant ODE system.
• We apply the optimal control approach using four malaria intervention controls.
• We study the robustness of optimal control in presence of parameter uncertainties.

The main scope of this paper is to study the optimal control practices of malaria, by discussing the implementation of a catalog of optimal control strategies in presence of parameter uncertainties, which is typical of infectious diseases data. In this study we focus on a deterministic mathematical model for the transmission of malaria, including in particular asymptomatic carriers and two age classes in the human population. A partial qualitative analysis of the relevant ODE system has been carried out, leading to a realistic threshold parameter. For the deterministic model under consideration, four possible control strategies have been analyzed: the use of Long-lasting treated mosquito nets, indoor residual spraying, screening and treatment of symptomatic and asymptomatic individuals. The numerical results show that using optimal control the disease can be brought to a stable disease free equilibrium when all four controls are used. The Incremental Cost-Effectiveness Ratio (ICER) for all possible combinations of the disease-control measures is determined. The numerical simulations of the optimal control in the presence of parameter uncertainty demonstrate the robustness of the optimal control: the main conclusions of the optimal control remain unchanged, even if inevitable variability remains in the control profiles. The results provide a promising framework for the designing of cost-effective strategies for disease controls with multiple interventions, even under considerable uncertainty of model parameters.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Mathematical Biosciences - Volume 261, March 2015, Pages 1–12
نویسندگان
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