Sentence examples for regularized method from inspiring English sources

Similarly, many methods have been investigated to solve the Cauchy problem for a linear homogeneous elliptic equation such as the method of successive iterations [8, 9], the optimization method [10, 11], the quasi-reversibility method [12 14], fourth-order modified method [15, 16], Fourier truncation regularized (or spectral regularized method) [17 19], etc.

In addition, the continuity, such as ((eta, u,q in C^{0}([0,T],H^{7}times H^{6}timathcal{})), (mathcal{G}(t)) and so on, can be verified by using the regularity of ((eta,u,q)), the transformed MHD equations and a standard regularized method.

Estimated Euler pole parameters with regularized method.

In the third stage, a regularized method is proposed to recover the underlying image.

The existence of weak solutions is proved by the parabolically regularized method.

Numerical results indicate that the new method is more accurate than the dual denoising method and Bregman iteration regularized method.

Three models were constructed using regularized methods LASSO, Ridged and Elastic net model.

Both GLEAM and BLR are less powerful than the regularized methods especially when the effect sizes are small.

Our work is a first attempt to investigate robust and regularized methods within the MRMR criterion, which is limited only to two groups of samples.

It has been shown (Meinshausen and Bühlmann, 2010) that the use of such sampling method with regularized methods of variable selection provides a good estimator of the original data.

In theoretical results, we have suggested a general filter regularization method of regularized solution (Section 2.2).