Sentence examples for idea of regularization from inspiring English sources

We can use the idea of regularization to design an iterative algorithm for finding the minimum-norm solution of (1.1).

According to the idea of regularization method, the IPTD for bilayer textile materials can be formulated into a function minimization problem.

The main idea of regularization by projection is to project the least squares minimization on a finite-dimensional subspace to obtain a well-conditioned problem and, consequently, a stabilization of the generalized inverse of the approximate operator.

The idea of regularization

This algorithm combines the ideas of regularization and learning-based algorithm.

The idea of Tikhonov regularization [ 19, 20] will be used to obtain a formal definition of a regularized coefficient of multiple correlation.

Idea of this regularization is to account for parameter indeterminacies by reducing their variation and to enhance the significance of 'outliers' like the affinity k L 144 of the TCR for the ligand L144, cf. Figure 4E.

Besides, the idea of Tikhonov regularization (5) is tailor-made for data with variables of the same type, for example, variables measures in the same units and with a similar level of variability.

If we rejected the idea of introducing mathematical regularization in the inverse problem, we could not avoid adding some a priori information (thus implicit regularization) derived from other magnetic field models.

We now try to transfer this idea of Tikhonov's regularization method for solving the constrained linear inverse problem (3.1) to the case of SFP (1.1).

Using the idea of Tikhonov's regularization, we present properties of the approximating curve for the split feasibility problem (SFP) and obtain the minimum-norm solution of SFP as the strong limit of the approximating curve.