hybrid taguchi-differential evolution algorithm for parameter estimation of differential equation models with application to hiv dynamics

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ID: 227190
2011
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Abstract
This work emphasizes solving the problem of parameter estimation for a human immunodeficiency virus (HIV) dynamical model by using an improved differential evolution, which is called the hybrid Taguchi-differential evolution (HTDE). The HTDE, used to estimate parameters of an HIV dynamical model, can provide robust optimal solutions. In this work, the HTDE approach is effectively applied to solve the problem of parameter estimation for an HIV dynamical model and is also compared with the traditional differential evolution (DE) approach and the numerical methods presented in the literature. An illustrative example shows that the proposed HTDE gives an effective and robust way for obtaining optimal solution, and can get better results than the traditional DE approach and the numerical methods presented in the literature for an HIV dynamical model.
Reference Key
ho2011mathematicalhybrid Use this key to autocite in the manuscript while using SciMatic Manuscript Manager or Thesis Manager
Authors ;Wen-Hsien Ho;Agnes Lai-Fong Chan
Journal journal of power sources
Year 2011
DOI
10.1155/2011/514756
URL
http://dx.doi.org/10.1155/2011/514756
Keywords
civil engineering (general)mathematics engineering (general)

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