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Moreover, because the matrix P t (t=1,…,6) is special, which has only n elements rather than the matrix computed by the server which has n 2 elements, the computation time in the client side is less than the computing time in the cloud side.
To ensure that the error covariance matrix computed by an EKF is bounded, the system should be observable.
There exists a homomorphism from pattern P to pattern Q that maps node (pin P) to node (q in Q) iff entry (mathcal{M})(p,q) is true, where (mathcal{M}) is the Boolean matrix computed by Algorithm computeHoms on P and Q.
Neighbor Joining trees were produced using the program Neighbor (PHYLIP 3.66) based on a distance matrix computed by Dnadist (PHYLIP 3.66), run under default parameters [51].
In the SVM-based classifier, we use features including position-specific scoring matrix computed by PSI-BLAST and secondary structure information predicted by PSIPRED as feature vectors [ 33].
Representative proteins are clock-like proteins, ubiquitous over the set of genomes under study, selected with reference to a distance matrix computed by robust statistical methods from hundreds of well-conserved, but not necessarily ubiquitous, genes.
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This procedure was repeated for each of the in silico experiments with initial markings as shown in Table 1 and the state vectors obtained during the simulation runs again were sequentially listed in Tables 3 and 4. Starting with the state vector matrix, the difference vector matrix was computed by substracting each state vector from its successor.
Distance based approach which is based on calculating pair wise distance matrix was computed by calculating a dissimilarity matrix using a shared allele index with DARwin software (Perrier and Jacquemoud-Collet 2006).
Based on the discussion about the existence and design method of full-order observer for systems with monotone nonlinearities, a reduced-order observer design method is developed under the assumption that a linear matrix inequality (LMI) has positive definite matrix solution and the reduced-order observer gain matrix is computed by the solution of LMI.
Another approach is proposed in [9], where the desired signal power spectral density (PSD) matrix is computed by integrating the free field-based PSD matrices across the region of possible source DOAs.
This matrix is computed by taking the inverse of an approximation to the Hessian matrix of the model under consideration.
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