Literature DB >> 25481226

Optimal control problems of epidemic systems with parameter uncertainties: application to a malaria two-age-classes transmission model with asymptomatic carriers.

Gasper G Mwanga1, Heikki Haario2, Vicenzo Capasso3.   

Abstract

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.
Copyright © 2014 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  MCMC; Malaria; Nonlinear ODE models; Optimal control; Parameter uncertainty

Mesh:

Year:  2014        PMID: 25481226     DOI: 10.1016/j.mbs.2014.11.005

Source DB:  PubMed          Journal:  Math Biosci        ISSN: 0025-5564            Impact factor:   2.144


  5 in total

1.  Modeling the Effects of Helminth Infection on the Transmission Dynamics of Mycobacterium tuberculosis under Optimal Control Strategies.

Authors:  Aristide G Lambura; Gasper G Mwanga; Livingstone Luboobi; Dmitry Kuznetsov
Journal:  Comput Math Methods Med       Date:  2020-11-17       Impact factor: 2.238

2.  Optimal control analysis of hepatocytic-erythrocytic dynamics of Plasmodium falciparum malaria.

Authors:  Titus Okello Orwa; Rachel Waema Mbogo; Livingstone Serwadda Luboobi
Journal:  Infect Dis Model       Date:  2021-12-08

3.  Mathematical Analysis of the Ross-Macdonald Model with Quarantine.

Authors:  Xiulei Jin; Shuwan Jin; Daozhou Gao
Journal:  Bull Math Biol       Date:  2020-04-02       Impact factor: 1.758

4.  Optimal control of a discrete age-structured model for tuberculosis transmission.

Authors:  Utami Dyah Purwati; Firman Riyudha; Hengki Tasman
Journal:  Heliyon       Date:  2019-12-30

5.  Mathematical Model for Optimal Control of Soil-Transmitted Helminth Infection.

Authors:  Aristide G Lambura; Gasper G Mwanga; Livingstone Luboobi; Dmitry Kuznetsov
Journal:  Comput Math Methods Med       Date:  2020-08-01       Impact factor: 2.238

  5 in total

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