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(1.7) In Section 2 for this subclass of matrices we will prove the following.

Following Xu [19, 22] for the reduction of positive definite matrices, we will use the concept of condition numbers to compare the performances of reduction methods for lattice vectors.

Considering the one-to-one correspondence between ETFs and signature matrices, we will compare the different algorithms using as a performance criterion the spectrum of the signature matrix, i.e., we will graphically examine how close the spectrum is of an obtained signature matrix to the ideal spectrum given by Eq. (5).

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For a matrix, we will denote and the range and the null space of respectively.

Table 1 Periods of the WH codes of length L WH code index Period 0 1 1 2 2, 3 4 4 to 7 8 ⋮ ⋮ L/4 to L/2 - 1 L/2 L/2 to L - 1 L. It is noticed from Table 1 that, for a L th-order Hadamard matrix, we will have log2 L + 1 different periods in its columns.

However, because taking the square of the bias term (26) results in several cross-terms w ij w i j ′, which eventually leads to a linear system of equations with a non-diagonal system matrix, we will look for a solution in which these cross terms do not appear.

Non-square, rectangular matrices are, of course, non-invertible; however, isomorphisms between the set of isotopomers and certain subsets of cumomers can be defined, witnessed by a family of square matrices, as we will now show.

Operational matrices that we will developed in this paper have the ability to convert fractional differential equations together with its nonlocal boundary conditions to a system of easily solvable algebraic equations.

The out come of this procedure is discrete matrix with 1, 0 and -1 values representing a significant up regulation, no significant change and a significant down regulation, respectively in this matrix which we will name the response matrix each value represent the response of one gene in one biological perturbation.

In the following discussion, as matrix versions, we will give the generalization of matrix inequalities through the theory of operator means which we apply it to derive Jensen's and Ando's matrix inequalities.

Based on a transfer matrix calculation we will study the influence of the potential parameters, in particular the well width and the introduction of a GaAs spacer layer in between the N-well and the AlAs barriers.

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