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1.
Bull Math Biol ; 72(8): 2004-18, 2010 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-20204710

RESUMO

While cholera has been a recognized disease for two centuries, there is no strategy for its effective control. We formulate a mathematical model to include essential components such as a hyperinfectious, short-lived bacterial state, a separate class for mild human infections, and waning disease immunity. A new result quantifies contributions to the basic reproductive number from multiple infectious classes. Using optimal control theory, parameter sensitivity analysis, and numerical simulations, a cost-effective balance of multiple intervention methods is compared for two endemic populations. Results provide a framework for designing cost-effective strategies for diseases with multiple intervention methods.


Assuntos
Cólera/imunologia , Surtos de Doenças/prevenção & controle , Modelos Imunológicos , Vibrio cholerae/imunologia , Número Básico de Reprodução , Cólera/epidemiologia , Cólera/prevenção & controle , Simulação por Computador , Humanos
2.
Math Biosci ; 302: 100-115, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29859194

RESUMO

This paper develops an optimal control framework to investigate the introduction of sterile type mosquitoes to reduce the overal moquito population. As is well known, mosquitoes are vectors of disease. For instance the WHO lists, among other diseases, Malaria, Dengue Fever, Rift Valley Fever, Yellow Fever, Chikungunya Fever and Zika. [http://www.who.int/mediacentre/factsheets/fs387/en/ ] The goal is to establish the existence of a solution given an optimal sterilization protocol as well as to develop the corresponding optimal control representation to minimize the infiltrating mosquito population while minimizing fecundity and the number of sterile type mosquitoes introduced into the environment per unit time. This paper incorporates the diffusion of the mosquitoes into the controlled model and presents a number of numerical simulations.


Assuntos
Culicidae , Controle Biológico de Vetores/métodos , Animais , Animais Geneticamente Modificados , Simulação por Computador , Culicidae/genética , Feminino , Masculino , Conceitos Matemáticos , Modelos Biológicos , Mosquitos Vetores , Controle Biológico de Vetores/estatística & dados numéricos
3.
CBE Life Sci Educ ; 9(3): 175-80, 2010.
Artigo em Inglês | MEDLINE | ID: mdl-20810948

RESUMO

The manuscript outlines the impact that our National Science Foundation Interdisciplinary Training for Undergraduates in Biological and Mathematical Sciences program, BioMaPS, has had on the students and faculty at Murray State University. This interdisciplinary program teams mathematics and biology undergraduate students with mathematics and biology faculty and has produced research insights and curriculum developments at the intersection of these two disciplines. The goals, structure, achievements, and curriculum initiatives are described in relation to the effects they have had to enhance the study of biomathematics.


Assuntos
Biologia/educação , Educação/métodos , Matemática/educação , Logro , Currículo , Objetivos , Estudantes
4.
Math Biosci Eng ; 6(3): 451-67, 2009 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-19566120

RESUMO

A mathematical model is used to investigate the effectiveness of the chemotherapy drug Topotecan against neuroblastoma. Optimal control theory is applied to minimize the tumor volume and the amount of drug utilized. The model incorporates a state constraint that requires the level of circulating neutrophils (white blood cells that form an integral part of the immune system) to remain above an acceptable value. The treatment schedule is designed to simultaneously satisfy this constraint and achieve the best results in fighting the tumor. Existence and uniqueness of the solution of the optimality system, which is the state system coupled with the adjoint system, is established. Numerical simulations are given to demonstrate the behavior of the tumor and the immune system components represented in the model.


Assuntos
Antineoplásicos/farmacocinética , Modelos Imunológicos , Neuroblastoma/imunologia , Neutrófilos/imunologia , Topotecan/farmacocinética , Antineoplásicos/administração & dosagem , Antineoplásicos/uso terapêutico , Criança , Simulação por Computador , Esquema de Medicação , Fator Estimulador de Colônias de Granulócitos/imunologia , Humanos , Neuroblastoma/tratamento farmacológico , Neutrófilos/efeitos dos fármacos , Topotecan/administração & dosagem , Topotecan/uso terapêutico
5.
Math Med Biol ; 25(3): 215-32, 2008 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-18632725

RESUMO

Chemotaxis is the process by which cells behave in a way that follows the chemical gradient. Applications to bacteria growth, tissue inflammation and vascular tumours provide a focus on optimization strategies. Experiments can characterize the form of possible chemotactic sensitivities. This paper addresses the recovery of the chemotactic sensitivity from these experiments while allowing for non-linear dependence of the parameter on the state variables. The existence of solutions to the forward problem is analysed. The identification of a chemotactic parameter is determined by inverse problem techniques. Tikhonov regularization is investigated and appropriate convergence results are obtained. Numerical results of concentration-dependent chemotactic terms are explored.


Assuntos
Quimiotaxia/fisiologia , Matemática , Modelos Biológicos , Algoritmos , Fenômenos Fisiológicos Bacterianos , Dinâmica não Linear
6.
Math Biosci Eng ; 2(3): 499-510, 2005 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-20369936

RESUMO

We investigate mathematical models for the dynamics between tumor cells, immune-effector cells, and cytokine interleukin-2 (IL-2). To better determine under what circumstances the tumor can be eliminated, we implement optimal control theory. We design two control functionals, the first functional having one control and the second having two controls, to maximize the effector cells and interleukin-2 concentration and to minimize the tumor cells. Next, we show that bang-bang optimal controls exist for each problem. Then, we characterize our optimal controls in terms of the solutions to the optimality system, which is the state system coupled with the adjoint system. Finally, we analyze the various optimal controls and optimality systems using numerical techniques.

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