Sentence examples for calculating matrix from inspiring English sources

After executing the covariance matrix estimation, the speedup rate is 90.56 when the number of pixels calculating matrix is 100, and 14 targets are still recognized.

Moreover, the new algorithm does not need any prior information about channel statistics as it avoids calculating matrix P i with subcarrier reordering.

If there are N QN iterations in the Quasi-Newton solver, the total computation cost is approximately ( 2{N}_{mathrm{QN}}{N}_{mathrm{CGA}}overline{N}{ log}_2overline{N} ) flops, while the computational load of calculating matrix inversion through the Cholesky factorization [60] is up to ( {N}_{mathrm{QN}}{overline{N}}^3/3 ) flops.

On the other hand, another way to construct the variable stepsize without calculating matrix norm was proposed by Yang in [13], that is, tau_{n} : = frac{rho_{n} }{ Vert {nabla f(x_{n} )} Vert }, (1.4) where ({ {rho_{n} } }) is a sequence of positive real numbers such that sum_{n = 0}^{infty}{rho_{n} = infty}, qquad sum_{n = 0}^{infty}{ rho_{n}^{2} < infty}.

Table 2 shows all the steps of the proposed method to optimize measurement matrix in case 4. In this table, b i is the ith column of B. Table 2 Designed measurement matrix algorithm for 2D model case 4. The cases 1 and 2, called 1D proposed MMDGD methods, have almost the same computational complexity because the gradient descent algorithm for calculating matrix A is the same for both cases.

Despite the frequency of rank testing, the time spent on calculating matrix rank was only 5% of the total computation time.

Obviously, the measures whose definitions are based on calculating matrices can be often computed in polynomial time (e.g., square, cubic etc).

We have demonstrated a simple process for calculating matrices that reveal structural information about a given AMDP and are derived to represent and evaluate the memory demands of a wide range of behavioral tasks.

Fig. 9 Box whisker plot of the calculated matrix permeabilities.

As (26) involves the matrix inverse, we next propose a diagonal format of D that does not calculate matrix inverses.

Because this paper studies the similarity problem of multidimensional time sequence, we need to calculate matrix similarity as Formula 6.