Sentence examples for minimization scheme is from inspiring English sources

Since two unknown variables exist in equation (11), an alternating minimization scheme is used to minimize the cost function (11).

Although minimizing this quantity is not equivalent to minimizing the global cost function (28), such a simplified minimization scheme is commonly adopted in many algorithms, such as [20, 31].

However, the optimization procedure of RECM, based on an alternate minimization scheme, is computationally much more efficient than the gradient-based procedure used in EVCLUS.

In addition, the experimental results are compared to previously derived analytical results and the effect of using a point or global minimization scheme is discussed.

Any energy minimization scheme is unlikely to find the global potential energy minimum, so molecular dynamics simulations would be useful in the future to investigate configuration space at the temperature of interest and determine average configurations for these models.

The most convenient way to study this is to start from the time-discretized problem, i.e. to consider a sequence of iterated minimization problems: begin{aligned} varrho ^tau _{k+1}in {{mathrm{argmin}}}_varrho F varrho )+frac{W_2^2 varrho,varrho ^{tau }_k)}{2tau }. end{aligned} (4.10)This iterated minimization scheme is called JKO scheme (after Jordan et al. [54]).

The microvasculature can be revealed if sophisticated reconstruction methods such as the finite element based algorithms coupled with the total variation minimization scheme are used [ 12, 13].

To effectively deal with such a challenge, in this paper, new solution decomposition and minimization schemes are proposed, together with a new PBE analysis on solution existence and uniqueness.

Two separated minimization schemes were used: one for patients that participated in the clamp substudy (published previously [6]) and one for patients who did not participate in this substudy.

Focusing on the case where x is block k-sparse, it is known [14] that when the l 2/l 1 minimization scheme (7) is employed to recover x, the sufficient condition on the block-RIP is that δ 2k  < 0.414.

As compared, Theorem 1 says that, whenever the non-convex l 2/l q minimization scheme (10) is used, this constant can be relaxed to δ 2k  < 0.5 for some q < 1.