Sentence examples for to regularize problems from inspiring English sources

Provided the use of an additional penalty term in the numerical treatment, this model is quite efficient to regularize problems modelling behaviors exhibiting plastic volumetric strain such as the ones of geomaterials.

(1.3) In this present paper, we will apply the QBV method with some modification, the so-called modified quasi-boundary value (MQBV) method to regularize problem (1.1) to obtain the Hölder-type estimation.

This is why it is necessary to regularize the problem, which consists of adding a condition to the solution which does not appear in the initial problem.

Surrogate functionals are applied; the corresponding strategy is shown to converge in norm and to regularize the problem.

Since the NMF solution is not unique, some prior knowledge on HSIs can be introduced to regularize the problem.

We use local sparsity model as prior to regularize this problem that has infinite many solutions which satisfy (37).

One method to regularize the problem is to introduce a length scale parameter via the nonlocal formulation.

To regularize the problem the SIMP model is explored with the nonlinear diffusion techniques to create edge-preserving and checkerboard-free results.

This filter also contains singularities implying bias errors, especially if the spacing between sensors is chosen in order to regularize the problem.

Current reconstruction techniques typically involve the employment of optimization methods or additional constraints to regularize the problem, but these methods are not without their flaws as they may be sub-optimally applied and produce inadequate results.

To regularize the problem, that is, make it well-posed, a restriction is imposed for the solution (hat {f}(x_{1},cdots,x_{m})) as functions residing in the linear space: f cdot)=beta_{o}+sumlimits_{m=1}^{M}beta_{m}h_{m}(cdot), (3).