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Exact(4)
where the scope of the minimization parameter is chosen in accordance with (13).
The iteration process stops when the current increment of the minimization parameter becomes less than 10−6.
As a measure of distance (minimization parameter), we have used the sum of absolute differences with each centroid being the component-wise median of the points in a given cluster.
As a measure of distance (minimization parameter), in our data, we have typically used sum of absolute differences with each centroid being the component-wise median of the points in a given cluster.
Similar(56)
Therefore, the minimization parameters in this case were α 1, α 2 and E 1 with the normalizing factors 105, 105 and 10−4 respectively.
To investigate the effects of the different minimization parameters (DMR, eps, seq, feat, bone models and initial deviations) on the final estimates and RMSD, an n-way analysis of variance (ANOVA) was performed considering a significance level = 0.05 (with Bonferroni adjustment for multiple comparisons).
This previously-published algorithm solely depends on the minimization of parameter p (16).
Traditional 'Design of Experiment' (DOE) approaches focus on minimization of parameter error variance.
We propose a criterion for optimal experiment design which provides a minimization of parameter uncertainty in the direction of improved performance of the process under robust economic NMPC.
The potential of RTA for chemical engineering applications, namely, phase equilibrium calculations using Gibbs free energy minimization and parameter estimation in models, is then studied.
Even if the convergences to local minima was not completely avoided, with a proper conditioning and a fine tuning of the minimization algorithm parameters, excellent results can be achieved in term of low bias and high precision.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com