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    3193 research outputs found

    Ordered multiplicity inverse eigenvalue problem for graphs on six vertices

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    For a graph GG, we associate a family of real symmetric matrices, S(G)\mathcal{S}(G), where for any MS(G)M \in \mathcal{S}(G), the location of the nonzero off-diagonal entries of MM is governed by the adjacency structure of GG. The ordered multiplicity Inverse Eigenvalue Problem of a Graph (IEPG) is concerned with finding all attainable ordered lists of eigenvalue multiplicities for matrices in S(G)\mathcal{S}(G). For connected graphs of order six, we offer significant progress on the IEPG, as well as a complete solution to the ordered multiplicity IEPG. We also show that while Km,nK_{m,n} with min(m,n)3\min(m,n)\ge 3 attains a particular ordered multiplicity list, it cannot do so with arbitrary spectrum

    (0,1)-matrices and discrepancy

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     Let mm and nn be positive integers, and let R=(r1,,rm)R =(r_1, \ldots, r_m) and S=(s1,,sn)S =(s_1,\ldots, s_n) be nonnegative integral vectors. Let A(R,S)A(R,S) be the set of all m×nm \times n (0,1)(0,1)-matrices with row sum vector RR and column vector SS. Let RR and SS be nonincreasing, and let F(R)F(R) be the m×nm \times n (0,1)(0,1)-matrix where for each ii, the ithi^{th} row of F(R,S)F(R,S) consists of rir_i 1's followed by nrin-r_i 0's. Let AA(R,S)A\in A(R,S). The discrepancy of A, disc(A)disc(A), is the number of positions in which F(R)F(R) has a 1 and AA has a 0. In this paper, we investigate the possible discrepancy of AtA^t versus the discrepancy of AA. We show that if the discrepancy of AA is \ell, then the discrepancy of the transpose of AA is at least 2\frac{\ell}{2} and at most 22\ell. These bounds are tight

    On linear preservers of semipositive matrices

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    Given proper cones K1K_1 and K2K_2 in Rn\mathbb{R}^n and Rm\mathbb{R}^m, respectively, an m×nm \times n matrix AA with real entries is said to be semipositive if there exists a xK1x \in K_1^{\circ} such that AxK2Ax \in K_2^{\circ}, where KK^{\circ} denotes the interior of a proper cone KK. This set is denoted by S(K1,K2)S(K_1,K_2). We resolve a recent conjecture on the structure of into linear preservers of S(R+n,R+m)S(\mathbb{R}^n_+,\mathbb{R}^m_+). We also determine linear preservers of the set S(K1,K2)S(K_1,K_2) for arbitrary proper cones K1K_1 and K2K_2. Preservers of the subclass of those elements of S(K1,K2)S(K_1,K_2) with a (K2,K1)(K_2,K_1)-nonnegative left inverse as well as connections between strong linear preservers of S(K1,K2)S(K_1,K_2) with other linear preserver problems are considered

    On the estimation of xTA1x{x}^TA^{-1}{x} for symmetric matrices

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    The central mathematical problem studied in this work is the estimation of the quadratic form xTA1xx^TA^{-1}x for a given symmetric positive definite matrix ARn×nA \in \mathbb{R}^{n \times n} and vector xRnx \in \mathbb{R}^n. Several methods to estimate xTA1xx^TA^{-1}x without computing the matrix inverse are proposed. The precision of the estimates is analyzed both analytically and numerically. &nbsp

    Multilevel symmetrized Toeplitz structures and spectral distribution results for the related matrix sequences

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    In recent years,  motivated by computational purposes, the singular value and spectral features of the symmetrization of Toeplitz matrices generated by a Lebesgue integrable function have been studied. Indeed, under the assumptions that ff belongs to L1([π,π])L^1([-\pi,\pi]) and it has real Fourier coefficients, the spectral and singular value distribution of the matrix-sequence {YnTn[f]}n\{Y_nT_n[f]\}_n has been identified, where nn is the matrix size, YnY_n is the anti-identity matrix, and Tn[f]T_n[f] is the Toeplitz matrix generated by ff. In this note, the authors consider the multilevel Toeplitz matrix Tn[f]T_{\bf n}[f] generated by fL1([π,π]k)f\in L^1([-\pi,\pi]^k), n\bf n being a multi-index identifying the matrix-size, and they prove spectral and singular value distribution results for the matrix-sequence {YnTn[f]}n\{Y_{\bf n}T_{\bf n}[f]\}_{\bf n} with YnY_{\bf n} being the corresponding tensorization of the anti-identity matrix

    On the Geršgorin disks of distance matrices of graphs

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    For a simple connected graph GG, let D(G)D(G), Tr(G)Tr(G), DL(G)=Tr(G)D(G)D^{L}(G)=Tr(G)-D(G), and DQ(G)=Tr(G)+D(G)D^{Q}(G)=Tr(G)+D(G) be the distance matrix, the diagonal matrix of the vertex transmissions, the distance Laplacian matrix, and the distance signless Laplacian matrix of GG, respectively. Atik and Panigrahi [2] suggested the study of the problem: Whether all eigenvalues, except the spectral radius, of D(G) D(G) and DQ(G) D^{Q}(G) lie in the smallest Geršgorin disk? In this paper, we provide a negative answer by constructing an infinite family of counterexamples

    The maximal angle between 5×5 positive semidefinite and 5×5 nonnegative matrices

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    The paper is devoted to the study of the maximal angle between the 5×55\times 5 semidefinite matrix cone and 5×55\times 5 nonnegative matrix cone. A signomial geometric programming problem is formulated in the process to find the maximal angle. Instead of using an optimization problem solver to solve the problem numerically, the method of Lagrange Multipliers is used to solve the signomial geometric program, and therefore, to find the maximal angle between these two cones

    Fast verification for the Perron pair of an irreducible nonnegative matrix

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    Fast algorithms are proposed for calculating error bounds for a numerically computed Perron root and vector of an irreducible nonnegative matrix. Emphasis is put on the computational efficiency of these algorithms. Error bounds for the root and vector are based on the Collatz--Wielandt theorem, and estimating a solution of a linear system whose coefficient matrix is an MM-matrix, respectively. We introduce a technique for obtaining better error bounds. Numerical results show properties of the algorithms

    Spectral theory for self-adjoint quadratic eigenvalue problems - a review

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    Many physical problems require the spectral analysis of quadratic matrix polynomials Mλ2+Dλ+KM\lambda^2+D\lambda +K, λC\lambda \in \mathbb{C}, with n×nn \times n Hermitian matrix coefficients, M,  D,  KM,\;D,\;K. In this largely expository paper, we present and discuss canonical forms for these polynomials under the action of both congruence and similarity transformations of a linearization and also λ\lambda-dependent unitary similarity transformations of the polynomial itself. Canonical structures for these processes are clarified, with no restrictions on eigenvalue multiplicities. Thus, we bring together two lines of attack: (a) analytic via direct reduction of the n×nn \times n system itself by λ\lambda-dependent unitary similarity and (b) algebraic via reduction of 2n×2n2n \times 2n symmetric linearizations of the system by either congruence (Section 4) or similarity (Sections 5 and 6) transformations which are independent of the parameter λ\lambda. Some new results are brought to light in the process. Complete descriptions of associated canonical structures (over R\mathbb{R} and over C\mathbb{C}) are provided -- including the two cases of real symmetric coefficients and complex Hermitian coefficients. These canonical structures include the so-called sign characteristic. This notion appears in the literature with different meanings depending on the choice of canonical form. These sign characteristics are studied here and connections between them are clarified. In particular, we consider which of the linearizations reproduce the (intrinsic) signs associated with the analytic (Rellich) theory (Sections 7 and 9)

    Nonparallel flat portions on the boundaries of numerical ranges of 4-by-4 nilpotent matrices

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    The 4-by-4 nilpotent matrices whose numerical ranges have nonparallel flat portions on their boundary that are on lines equidistant from the origin are characterized. Their numerical ranges are always symmetric about a line through the origin and all possible angles between the lines containing the flat portions are attained

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