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However, how to select the kind and parameters of kernel function still limits the application of the method until now.
In this paper, an optimization method based on genetic algorithm is developed to choose proper kind and parameters of kernel function.
In this method, kernel kind and parameters are seen as decision variables of optimization, using correct monitoring rate, number of principal components, and statistical control limit of square prediction error (SPE) as multi-objective.
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Table 1 Characteristics of ten sequences of orthogonal polynomials Symbol Weight function Kind, interval and parameters constraint P n (u,v) (x) (Wleft( {left.
In this way, we try to mitigate underestimates of very high values of H s. Once knowing the kind and number of parameters to be used in the ANN-based H s estimator, the next step consists on selecting its architecture.
A biobox is a software container with a standardised interface that describes what kind of input files and parameters are accepted and which output files are to be returned.
"I have presets where all kinds of visual effects and parameters are set.
Allowing further the parameter ν have a beta distribution of the second kind with parameters a and ρ and density function ϕ given by.
Here ν is regarded as the external risk parameter, too, which they assumed varying according to a beta distribution of the second kind with parameters a and ρ and probability density function given by Γ(a + ρ)νa − 1(1 + ν)− (a + ρ)/[Γ(a Γ], a, ρ ≥ 0.
Using Equations 1 and 2, we quantitatively determine a phase diagram that specifies how a drug interaction depends on the trade-offs between inducible benefit (described by the parameters Kind and βmax), the cost of inducer (KS), and the steepness of the antibiotic dose-response curve (n).
Some important parameters, including kind and volume of extraction and disperser solvents, pH of the sample solution, salt concentration in the sample solution and extraction time were investigated and optimized.
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