Sentence examples for study regularization from inspiring English sources

Our motivation to study regularization is due to the fact that network problems lead naturally to monotone variational inequalities.

As shown in the applied statistics studies, regularization can address this problem directly [10] [12], although it is noteworthy to point out that there is little research about how to find out the optimal parameters for regularization.

In this study Tikhonov regularization is used with the ordinary cross-validation method for selecting the regularization parameter.

In this study, Tikhonov regularization is used in order to improve the conditioning of the matrix inversion.

In this paper, we study a regularization method for treating zero points of the sum of an inverse-strongly monotone and a maximal monotone operator.

We study the regularization method for solving the variational inclusion problem of the sum of two monotone operators in Hilbert spaces.

In this paper, we study a regularization method for ill-posed mixed variational inequalities with non-monotone perturbations in Banach spaces.

In this paper, we study a regularization projection algorithm for solving equilibrium problem (1.1), variational inequality (1.2) and a fixed point problem of a κ-strictly pseudocontractive mapping.

In this article, we study a regularization proximal point algorithm to solve the problem of finding a common fixed point of a finite family of nonexpansive self-mappings in a uniformly convex and uniformly smooth Banach space E.

Third-order differential equations arise in a variety of problems ranging from the study of regularization of the Cauchy problem for one-dimensional hyperbolic conservation laws [1] to nano boundary layer fluid flows [2] or to describe the evolution of physical phenomena in fluctuating environments [3].

In this section, analogously to our considerations from the previous section concerning regularity as an approximation property, we now study physical regularizations.