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The author presents an original algorithm aimed at automatically generating the hull shape of a sailing yacht starting from an initial set of parameters.
At the start, we know the 'correct' native structure that we want the model to produce, and an initial set of parameters representing the relative strengths of interactions between the amino acids.
The identification of material parameters began with a step-by-step procedure to obtain an initial set of parameters.
1.4 Multiple analysis of variance (MANOVA) is used to analyze the results of DOE to screen the most significant well-testing variables from the initial set of parameters as determined in Step 1. .
The parameters estimation process is accomplished iteratively as follows: (1) Consider an initial set of parameters Θ 0 = ( m ij 0, c ij 0, ( μ 1. K 1, μ 1. K 1, σ 1. K 2, σ 1. K 2 ) 0 ).
An initial set of parameters, pinitial, is randomly chosen from a uniform distribution.
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Care must be taken in selecting an initial set of parameter values.
It is an iterative algorithm, which starts from an initial set of parameter Θ, and iteratively reestimates the parameters at each step of the process.
In the present RightDose clinical software, MM dosage design proceeds as follows: just as the process of weighted nonlinear least squares begins with an initial set of parameter estimates, so does MM dosage design begin with an initial estimate of the dosage regimen to be developed.
Influence of initial setting of parameters (number of mixture components and used number of iterations) for GMM training process was analyzed, too.
Confirmation tests/experiments disclosed that the improvement in GRG of an optimal combination of parameters is 0.9628 compared to an initial setting of parameters 0.8168.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com