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The optimality of the procedure of parameter identification is scrutinized in this paper.
This paper proposes a procedure of parameter estimation for all parameters of the three dimensional HIV model.
The first experiment investigates the convergence of RLS in the procedure of parameter tuning.
It is observed that RLS converges very fast in the procedure of parameter tuning.
Open image in new window Fig. 5 Procedure of parameter identification based on IGA 1) Parameters initialization .
According to Fig. 3, the main steps of model development were as follows: Open image in new window Fig. 3 The procedure of parameter tuning in SVR.
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A design procedure of parameters of cellular neural networks is given.
Mathematical modelling can be utilized in the optimization and control procedure of parameters.
Then, a general procedure of parameters calibration is presented in pure fatigue crack growth.
Figure 6 demonstrates the improvement of the model prediction by using the proposed procedure of parameters identifiability.
After the information about 3D position and scattering coefficient of this scattering point was obtained, the information about this scattering point in the echo data was eliminated, namely suppose S r, t = S r, t − σ ^ X r, t, and the above procedures of parameter estimation were repeated with new data S r, t), till σ ^ was smaller than the pre-set threshold.
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