Sentence examples for matrix and assuming from inspiring English sources

First, we formulate the problem as Integer Linear Programming (ILP) given a traffic matrix and assuming cooperative behavior of nodes.

The SMM-BP method optimizes a scoring matrix such that the squared differences between measured and predicted binding affinity values are minimized, which corresponds to maximizing the likelihood of observing these measurements giving the prediction matrix and assuming a normal distribution of differences between predicted and measured values.

Mean effect sizes and 95% confidence intervals were calculated by simulating the first difference in alter's Wave II behavior (changing from getting >7 hours of sleep to ≤7 hours of sleep, or from no drug use to some drug use) using 1,000 randomly drawn sets of estimates from the coefficient covariance matrix and assuming all other variables are held at their means [28].

We produced a multivariate Wald test on these coefficients predicted in each country, accounting for the associated (co variance matrix and assuming multivariate normality.

The three-breed crossbreeding system was studied using pig data by Ibanez et al. [ 33], using the Garcia-Cortes and Toro [ 20] decomposition of the relationship matrix, and assuming breeding values for purebred and crossbred performances were identical.

This conclusion is supported by amino acid substitution rates inferred separately for the glob1, glob2 and glob3 clades from pairwise within-group sequence comparisons using a PAM substitution matrix and assuming the Drosophila divergence times suggested by Tamura et al. [ 20].

Let be the spectral radius of the matrix and assume that has a complete set of eigenvectors.

where P i = diag ( p i 1, p i 2, ⋯, p iK i ) is the transmit power matrix and assumed to be subject to a constraint Tr(P i ) = W i.

where V [ 1 ] = [ vec ( V 1 ), …, vec ( V K ) ] ∈ C N d N s × K. Let Z = E T ⊙ F T ∈ C N 1 N 2 × K denote the combined AF training matrix and assume that Z Z H = I N 1 N 2. Multiplying both sides of (33) by Z H, we have: X ̂ [ 1 ] ≐ H ̂ [ 1 ] Z H + S 0 H ⊗ I N d V [ 1 ] Z H (34). where X ̂ [ 1 ] = X [ 1 ] + S 0 H ⊗ I N d V [ 1 ] Z H. From (17), we have: X [ 1 ] = H sr T ⊗ H rd diag vec H rr. (35).

In plasma, VTNC exists in a native, monomeric conformation, while during tissue injury or tumor growth, VTNC is recruited from the plasma into the extracellular matrix and assumes an active conformation through multimerization [14].

The approach builds on using partial relationship matrices, and assumes that the marker genotypes of crossbreds can be phased such that the breed of origin of alleles is known.