We would like to mention that when the matrix weight is identity matrix, the performance of the matrix-weighted sum-MSE minimization (WMSE) algorithm without power control in [10] is similar to the proposed Algorithm 2 without considering the direct links.
WMLF/GS: (Weighted Minimum Letter Flips with GenoSpectrum) Given an m× n SNP matrix M, an m× n weight matrix W, a 3× n GenoSpectrum F and a weighted coefficient g w, find a subset S of elements in M and flip the elements in S ('0' into '1' and vice versa) so that the resulting matrix is feasible and the flipping cost of the subset S based on g w, M, W and F is minimized.
The matrices are, respectively, the connection weight matrix and the discretely delayed connection weight matrix.
First, a sparse framework is formulated for the MIMO array with decoupled transmit weight matrix and steering matrix.
A network can have several layers; each layer has weight matrix (w), Bias matrix (b) and its special output (a).
The results show that some factors such as the trade weight matrix, geographic weight matrix, population density and long-term interest rate underwent significant structural changes after the subprime crisis of 2008, whilst the culture and FDI weight matrices did not show significant time structural change.
Then the third step is comparison between the used rules number (n matrix dimension) and summation of weight matrix values.
Given the magnitude spectrogram as input data matrix X, NMPCF decomposes the music signal into a drum or rhythmic part and a residual or harmonic part X≈ArSr+AhSh with the factorized matrices including basis matrix and weight matrix for rhythmic source {Ar,Sr} and for harmonic source {Ah,Sh}.
Numerical results demonstrate that significant performance improvement has been achieved by the proposed sensing matrix optimization and adaptive weight matrix design approach.
The computation of spatial autocorrelation requires construction of a matrix known as spatial weight matrix (W) to quantify the spatial proximity between each possible pair of observational units.
