Sentence examples for present regularization from inspiring English sources

Because no noise is present, regularization is switched off by setting λ = 0.

As we will see from the results in Section " Tuning the regularization and prior knowledge", the generalized cross-validation method was found to be the best for the presented regularization procedures.

Using the quasi-boundary method and the truncation Fourier method, we present two regularization methods.

We present a regularization algorithm that uses a combination of analytical and numerical tools to distinguish between these two contributions and ultimately subtract the singularity.

Firstly, it extends the inverse operator theory to image restoration in the presence of noise, which offers a different approach to that of the present popular regularization methods.

As large values of anisotropy lead to an ill-posed phase-field equation we present a regularization method capable of circumvent non-differentiable domains of interfacial energy.

The purpose of this paper is to present a regularization variant of the inertial proximal point algorithm for finding a common element of the set of solutions for a variational inequality problem involving a hemicontinuous monotone mapping and for a finite family of -inverse strongly monotone mappings from a closed convex subset of a Hilbert space into.

This article presents two regularization techniques for systems of state-dependent neutral delay differential equations which have a discontinuity in the derivative of the solution at the initial point.

Tschumperlé and Deriche [14] present a regularization-PDE-based approach to agree with the local smoothing geometry T based on a trace operator: ∂ f ∂ t = ∂ f i ∂ t = trace T H i (24).

In the next section we present a general regularization method for VI (1.1) with the regularizer being a Lipschitz continuous and strongly monotone operator.

The main aim of this paper is to present a general regularization method and investigate the error estimate between the regularized solution and the exact solution.