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It should be noted here that f2 and f3 can be considered to be regularization terms to encourage sparse structures (see, for example, [ 8] for sparse structure).
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The pseudo-inverse C+ may be difficult to compute and when the problem is ill-posed, it may not even give any inverse, so it may need to be regularized (see "Regularization" later).
"We all concluded that there simply had to be a regularization so we didn't lurch into another National Academy or Fort Ticonderoga," Mr. Brodsky said of the new bill.
According to the discrepancy principle, we will take the solution (xi _{max}) of the equation rho xi_{max})=taudelta (3.5) to be the regularization parameter, where (tau>1) is a constant.
The non-word in vogue in Washington and Mexico City is "regularization," as in the need to bring clarity and coherence to immigration policy along the border.
α and β are regularization parameters.
where α and λ are regularization parameters.
are regularization parameters, and in is the given data.
where τ x and τ r are regularization parameters.
However, frequency grid points are restrained to be real, so regularization Δg Λ = (Δg Λ )* should be added to (12) in the case of harmonic retrieval.
With the data set spanning only one year, the model parameterization described above is much too complex to be derived without regularization, but it is well suited to test how the constraints applied to the flow affect the field model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com