Sentence examples for penalization strategy from inspiring English sources

A penalization strategy is suggested to avoid the checkerboard instability, simultaneously to generate near 0 1 topologies.

To diversify the search, we employ a tabu scheme and a penalization strategy, both compatible with the SMD design.

In this method a new penalization strategy was introduced in order to extend the ACO framework to face constrained optimization problems.

This penalization strategy has the intuitively pleasing property of not affecting the recall, but lowering the precision of the clustering result when the amount of edges 'explained' by multiple modules increases.

In Section 2 we present the penalization scheme and the variational framework.

An alternative penalization scheme is the elastic net criterion proposed by Zou and Hastie [ 22].

We used L2 penalization (penalizing the squared norm of the parameter vector).

In general, you can include links back to your website on social platforms, and encourage website visitors to share your content on social, without fear of repercussions from Google's algorithm, which in other areas of SEO linking strategies can materialize as a penalization or demotion in rankings.

In addition, several strategies to determine the amount of penalization to be applied, i.e. to estimate the appropriate tuning factor, are explored.

This paper extends the approach of Meyer and Kirkpatrick [ 15] to different types of penalties and, based on an extensive simulation study, examines various strategies to determine the amount of penalization to be applied.

These regularization strategies are compared with the classical Tikhonov penalization one.