المعادلات التفاضلية العادية اللاخطية
الشريحة الجزائية
الانحدار اللامعلمي
الانحدار شبه المعلمي
خوارزمية التطور التفاضلي .
Nonlinear Ordinary Differential Equations
penalized spline
Nonparametric Regression
Semi-Parametric Regression
differential evolution algorithm
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ABSTRICT:
This study is concerned with the estimation of constant and time-varying parameters in non-linear ordinary differential equations, which do not have analytical solutions. The estimation is done in a multi-stage method where constant and time-varying parameters are estimated in a straight sequential way from several stages. In the first stage, the model of the differential equations is converted to a regression model that includes the state variables with their derivatives and then the estimation of the state variables and their derivatives in a penalized splines method and compensating the estimations in the regression model. In the second stage, the pseudo- least squares method was used to es
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