Sentence examples for penalization on from inspiring English sources

At every JKO step, one is fixed (say, (mu )), but the other is not, and a penalization on the final (varrho _1) is added, of the form (tau F varrho _1)).

In this paper, we introduce L1-norm penalization on the low-rank factorized kernel for efficient, globally optimal model selection in graph-based semi-supervised learning.

Additionally, when all spacecraft are assumed identical, differing only in their orientation and initial conditions, a modification of the standard adaptive parameter laws allows to reach parameter consensus via a dynamic penalization on the pairwise differences of parameter estimates.

Variables are selected by introducing a LASSO penalization on the loadings.

The second term is an L1-norm penalization on β, which encourages sparsity on the coefficients.

Then, we introduce sparse regularization (elastic net penalization) on the loading vector to reduce the chance of including insignificant variables and to improve their interpretation.

It is based on the penalization of the objective functional by the multiphase volume constrained Ginzburg Landau energy functional.

The filter can replace merit functions, avoiding the update of penalty parameters associated with the penalization of the constraints on merit functions.

We propose to set up a spatially dependent threshold on the penalization of the stiffer collision operator such that the evolution of the solution resembles a Hilbert expansion at the continuous level.

4. Scaling of predictor variables : the effect of penalization depends on the magnitude of coefficients and therefore on the scale of the coefficients.

The pseudo-densities describing the piezoelectric material distribution are taken as the design variables, and a penalization model on the structural stiffness and piezoelectric effect is employed.