A Fuzzy Delay Differential Equation Model for HIV Dynamics

被引:0
|
作者
Jafelice, Rosana M. [1 ]
Barros, Laecio C. [2 ]
Bassanezi, Rodney C. [3 ]
机构
[1] Univ Fed Uberlandia, Fac Math, Av Engenheiro Dinz 1178,CP 593, BR-38400 Uberlandia, MG, Brazil
[2] Univ Estadual Campinas, Dept Appl Math, Campinas, SP, Brazil
[3] Fed Univ ABC, Ctr Math Computat & Cognit, Santo Andre, Brazil
基金
巴西圣保罗研究基金会;
关键词
Delay Differential Equation; Epidemiological Modeling; Fuzzy Expected Value; Fuzzy Set; HIV Dynamics; Mamdani Controller; INTRACELLULAR DELAY; VIRAL DYNAMICS; DECAY;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a process to obtain the solution (or flux) of a fuzzy delay system and to determine the fuzzy expected curve for the HIV (human immunodeficiency virus) when HIV-positive individuals receive antiretroviral therapy. This delay is defined as the time between the infection of a CD4+ type T-lymphocyte cell by the virus and the production of new virus particles. The intracellular delay is represented by an uncertainty parameter that depends on the individual characteristics of HIV-positive patients. A fuzzy rule-based system is used to model this parameter. The solution of the system of delay differential equations, which is a fuzzy process, is obtained from Zadeh's Extension Principle. Lastly, for each instant t, we calculate the fuzzy expected value obtained by the Center of Gravity.
引用
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页码:265 / 270
页数:6
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