Sentence examples for mean convergence analysis from inspiring English sources

Similarly, for L=2, the mean convergence analysis could be performed for the corresponding algorithm in the family.

The complete mean convergence analysis for the generalized case with arbitrary value of L is quite involved.

In this paper, we establish a nice convergence analysis by means of a novel integral operator approach.

Convergence analysis in the mean square sense is presented to prove the stability and steady-state performance.

Thus, our analysis provides the mean convergence bounds of the existing SSLMS algorithm which was not provided in the original work [7].

Then a convergence analysis is provided by means of the Chernoff bounds, which guarantees robustness in mean and in probability.

To this purpose, we have quantified by computer-assisted image analysis the profiles over 10 segments (mean convergence ≥7) crossing the plaques of each aortic cusp of each mouse (30 profiles/immunostain/mouse; Fig. 5A).

This means that Theorem 3.1 is a generalization of the convergence analysis of the Halpern algorithm.

The convergence analysis as well as the learning laws were produced by means of a Lyapunov Krasovskii functional.

Theorem 3.1 (Mean convergence).

Stochastic convergence analysis is provided.