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    Introduction

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    Deflating invariant subspaces for rank structured pencils

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    It is known that executing a perfect shifted QRQR step via the implicit QRQR algorithm may not result in a deflation of the perfect shift. Typically, several steps are required before deflation actually takes place. This deficiency can be remedied by determining the similarity transformation via the associated eigenvector. Similar techniques have been deduced for the QZQZ algorithm and for the rational QZQZ algorithm. In this paper, we present a similar approach for executing a perfect shifted QZQZ step on a general rank structured pencil instead of a specific rank structured one, e.g., a Hessenberg-Hessenberg pencil. For this, we rely on the rank structures present in the transformed matrices. A theoretical framework is presented for dealing with general rank structured pencils and deflating subspaces. We present the corresponding algorithm allowing to deflate simultaneously a block of eigenvalues rather than a single one. We define the level-ρ\rho poles and show that these poles are maintained executing the deflating algorithm. Numerical experiments illustrate the robustness of the presented approach showing the importance of using the improved scaled residual approach

    Inverse of the squared distance matrix of a complete multipartite graph

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    Let GG be a connected graph on nn vertices and dijd_{ij} be the length of the shortest path between vertices ii and jj in GG. We set dii=0d_{ii}=0 for every vertex ii in GG. The squared distance matrix Δ(G)\Delta(G) of GG is the n×nn\times n matrix with (i,j)th(i,j)^{th} entry equal to 00 if i=ji = j and equal to dij2d_{ij}^2 if iji \neq j. For a given complete tt-partite graph Kn1,n2,,ntK_{n_1,n_2,\cdots,n_t} on n=i=1tnin=\sum_{i=1}^t n_i vertices, under some condition we find the inverse Δ(Kn1,n2,,nt)1\Delta(K_{n_1,n_2,\cdots,n_t})^{-1} as a rank-one perturbation of a symmetric Laplacian-like matrix L\mathcal{L} with rank(L)=n1\text{rank} (\mathcal{L})=n-1. We also investigate the inertia of L\mathcal{L}

    The power of bidiagonal matrices

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    Bidiagonal matrices are widespread in numerical linear algebra, not least because of their use in the standard algorithm for computing the singular value decomposition and their appearance as LU factors of tridiagonal matrices. We show that bidiagonal matrices have a number of interesting properties that make them powerful tools in a variety of problems, especially when they are multiplied together. We show that the inverse of a product of bidiagonal matrices is insensitive to small componentwise relative perturbations in the factors if the factors or their inverses are nonnegative. We derive componentwise rounding error bounds for the solution of a linear system  Ax=bAx = b, where AA or A1A^{-1} is a product B1B2BkB_1 B_2\dots B_k of bidiagonal matrices, showing that strong results are obtained when the BiB_i are nonnegative or have a checkerboard sign pattern. We show that given the factorization of an n×nn\times n totally nonnegative matrix AA into the product of bidiagonal matrices, A1\| A^{-1} \|_{\infty} can be computed in O(n2)O(n^2) flops and that in floating-point arithmetic the computed result has small relative error, no matter how large A1\| A^{-1} \|_{\infty} is. We also show how factorizations involving bidiagonal matrices of some special matrices, such as the Frank matrix and the Kac-Murdock-Szegö matrix, yield simple proofs of the total nonnegativity and other properties of these matrices

    Diagonalizably realizable implies universally realizable

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    A spectrum Λ={λ1,,λn}\Lambda=\{\lambda_{1},\ldots,\lambda_{n}\} of complex numbers is said to be realizable if it is the spectrum of an entrywise nonnegative matrix AA. The spectrum Λ\Lambda is diagonalizably realizable (DR\mathcal{DR}) if the realizing matrix AA is diagonalizable, and Λ\Lambda is universally realizable (UR\mathcal{UR}) if it is realizable for each possible Jordan canonical form allowed by Λ.\Lambda. In 1981, Minc proved that if Λ\Lambda is the spectrum of a diagonalizable positive matrix, then Λ\Lambda is universally realizable. One of the main open questions about the problem of universal realizability of spectra iswhether DR\mathcal{DR} implies UR\mathcal{UR}. Here, we prove a surprisingly simple result, which shows how diagonalizably realizable implies universally realizable

    “A small step forward can be as important as a big one” – Parliamentary debate about the first abortion law in Sweden in 1938

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    “A small step forward can be as important as a big one”. So says the social democrat Agda Östlund in the Second Chamber of the Swedish Parliament on Wednesday May 18, 1938, when she justifies her support for a new abortion law.[1] The law gives the right to abortion for women with faltering health and many children, but not for those who suffer financial hardship or social disgrace after becoming pregnant out of wedlock. The debate, and the bill, is characterized by a spirit of cooperation and willingness to compromise. An exception is the conflict between the female members. Voting takes place by standing up and only a few votes against the bill. Previous research has not considered class as central to this debate. However, as we shall see, the debate is about the working-class woman. [1] Andra kammaren 1938:35, Ang. förslag till lag om avbrytande av havandeskap, p. 27

    Chung, N. (2023) A Living Remedy. Harper Collins

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    Visual Mnemonics and Gamification: A New Approach to Teaching Muscle Physiology

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    This learning representation is an innovative approach to teaching muscle physiology in a first-year medical school curriculum, utilizing assets from the Medimon game-based website. Medimon is a game designed to enhance students' preference and retention of medical concepts through interactive and visually engaging game contexts. The Medimon game experience allows students to (a) engage with characters representing various physiological components, (b) explore buildings designed to align with visual mnemonics, and (c) reinforce knowledge via game activities of muscle physiology, including muscle, cardiac, and smooth muscle structure and function. By leveraging the detailed visual mnemonics of the game, we implemented Medimon game assets into a presentation on muscle physiology to supplement existing presentation materials and promote long-term retention of muscle physiology

    How to Echo: Knowing Things Well in a Polarized World

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