Sentence examples for matrix optimization method from inspiring English sources

In this subsection, the measurement matrix optimization method is evaluated.

Finally, a simulation is presented to demonstrate the performance improvement achieved using the proposed measurement matrix optimization method.

Additionally, this paper also proposes a hardware-achievable measurement matrix optimization method based on the artificial bee colony (ABC) algorithm to improve the reconstruction performance in practical applications.

Our proposed measurement matrix optimization method is based on minimizing the trace of the Cramer Rao lower bound (CRLB) matrix in the presence of signal-dependent interference and receiver noise, which leads to a nonlinear and non-convex optimization problem.

Full-matrix optimization methods coupled with the examination of the eigenvalues and eigenvectors of the curvature matrices provide powerful tools for the automatic identification of problematic regions in a refined structure.

Thus, matrix and optimization methods can be included, for instance, to determine end member contents for subsequent thermodynamic calculations.

Figures 2 and 3 show the performance of CS before and after the projection matrix optimization using different optimization methods, with both OMP and BP for varying number of measurements.

"FAWC + CoSaMP" represents that the measurement matrix is optimized by proposed FAWC optimization method, and the reconstruction algorithm is CoSaMP.

Based on the receptance measurements and the system matrices, we propose an optimization method for the robust and minimum norm partial quadratic eigenvalue assignment problem.

A Hessian matrix and multivariate optimization methods are used to examine and obtain the optimal solution of the mathematical model.

The columns of U are the left singular vectors, and the columns of V are the right singular vectors of image A. To find the extreme of the matrix function, some optimization methods are summarized in [29 31].