Sentence examples for methods for sparse from inspiring English sources

Saad, Y. Iterative Methods for Sparse Linear Systems (Siam, Philadelphia, 2003).

Solution of linear systems, accuracy, stability, LU, Cholesky, QR, least squares problems, singular value decomposition, eigenvalue computation, iterative methods, Krylov subspace, Lanczos and Arnoldi processes, conjugate gradient, GMRES, direct methods for sparse matrices.

Numerical simulations on a simply-supported beam and on a 31-bar planar truss under different damage severities illustrate the effectiveness of the proposed methods for sparse representation and the capabilities of the defined CMS for damage indication.

Each field has developed its own tools, algorithms, and reconstruction methods for sparse signal processing.

Figure 1 Comparison of the different methods for sparse signal recovery.

Figures 5 and 6 illustrate a comparison of several sparse reconstruction methods for sparse DFT signals and sparse random transformations, respectively.

New reconstruction methods for sparse-view CT and interior CT will be an alternative to dose reduction.

In Chapter 1, we propose a regularization method for sparse estimation for estimating equations.

The complex eigenvalue solver ABLE is based on an adaptive block Lanczos method for sparse unsymmetric matrices.

This work proposes a method for sparse polynomial chaos (PC) approximation of high-dimensional stochastic functions based on non-adapted random sampling.

In order to obtain such a set of solutions, we additionally propose the bag of pursuits (BOP) method for sparse approximation.