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    Bounds for the Completely Positive Rank of a Symmetric Matrix over a Tropical Semiring

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    In this paper, an upper bound for the CP-rank of a matrix over a tropical semiring is obtained, according to the vertex clique cover of the graph prescribed by the positions of zero entries in the matrix. The graphs that beget the matrices with the lowest possible CP-ranks are studied, and it is proved that any such graph must have its diameter equal to 22

    On the Largest Distance (Signless Laplacian) Eigenvalue of Non-transmission-regular Graphs

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    Let G=(V(G),E(G))G=(V(G),E(G)) be a kk-connected graph with nn vertices and mm edges. Let D(G)D(G) be the distance matrix of GG. Suppose λ1(D)λn(D)\lambda_1(D)\geq \cdots \geq \lambda_n(D) are the DD-eigenvalues of GG. The transmission of viV(G)v_i \in V(G), denoted by TrG(vi)Tr_G(v_i) is defined to be the sum of distances from viv_i to all other vertices of GG, i.e., the row sum Di(G)D_{i}(G) of D(G)D(G) indexed by vertex viv_i and suppose that D1(G)Dn(G)D_1(G)\geq \cdots \geq D_n(G). The Wiener indexWiener~ index of GG denoted by W(G)W(G) is given by W(G)=12i=1nDi(G)W(G)=\frac{1}{2}\sum_{i=1}^{n}D_i(G). Let Tr(G)Tr(G) be the n×nn\times n diagonal matrix with its (i,i)(i,i)-entry equal to TrG(vi)TrG(v_i). The distance signless Laplacian matrix of GG is defined as DQ(G)=Tr(G)+D(G)D^Q(G)=Tr(G)+D(G) and its spectral radius is denoted by ρ1(DQ(G))\rho_1(D^Q(G)) or ρ1\rho_1. A connected graph GG is said to be tt-transmission-regular if TrG(vi)=tTr_G(v_i) =t for every vertex viV(G)v_i\in V(G), otherwise, non-transmission-regular. In this paper, we respectively estimate D1(G)λ1(G)D_1(G)-\lambda_1(G) and 2D1(G)ρ1(G)2D_1(G)-\rho_1(G) for a kk-connected non-transmission-regular graph in different ways and compare these obtained results. And we conjecture that D_1(G)-\lambda_1(G)>\frac{1}{n+1}. Moreover, we show that the conjecture is valid for trees

    On the Condition Number Theory of the Equality Constrained Indefinite Least Squares Problem

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    In this paper, within a unified framework of the condition number theory, the explicit expression of the projectedcondition number of the equality constrained indefinite least squares problem is presented. By setting specific norms and parameters, some widely used condition numbers, like the normwise, mixed and componentwise condition numbers follow as its special cases. Considering practical applications and computation, some new compact forms or upper bounds of the projected condition numbers are given to improve the computational efficiency. The new compact forms are of particular interest in calculating the exact value of the 2-norm projected condition numbers. When the equality constrained indefinite least squares problem degenerates into some specific least squares problems, our results give some new findings on the condition number theory of these specific least squares problems. Numerical experiments are given to illustrate our theoretical results

    An inventory and assessment of glaciers, rock glaciers, perennial snowfields, and permafrost landforms in the Teton Range, WY, USA

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    Glaciers, rock glaciers, and permafrost landforms store water within ice reserves in alpine and periglacial zones. In the Greater Yellowstone Ecosystem of northwestern Wyoming, U.S.A., these landforms charge the hydrological system through meltwater, which raises questions about the ecological impacts of these limited water reserves in a regime trending toward warmer and drier conditions. Here, I investigate the impact of glacier and rock glacier meltwater on the ecological systems within the Grand Teton, Wind River, and Gros Ventre mountain watersheds. This investigation relies on remotely sensed satellite imagery, aerial photography, and Lidar, as well as in situ field data. With these data, I provide a high-resolution inventory of glacial, rock glacial, and permafrost landforms in the GYE.   Featured photo by Grand Teton on Flickr. https://flic.kr/p/2hwtrR

    Understanding the influence of climate, genetic variation, and herbivory on aspen (Populus tremuloides) growth in Yellowstone National Park

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    Predation is commonly cited as a top-down effect that structures food webs, with the reintroduction of wolves to Yellowstone as perhaps the most famous example. However, despite two decades of research, there is still debate as to whether wolves (Canis lupus) have indirectly benefited aspen (Populus tremuloides) by reducing herbivory from elk (Cervus canadensis). As such, the purpose of this study was to investigate the role of top-down and bottom-up forces on aspen recruitment in northern Yellowstone. The UW-NPS grant funds were used to conduct a genetic analysis of 59 aspen stands in an effort to determine whether genetic variation is one control of aspen recruitment. During summer 2018, 122 leaves were collected and sent to the Mock Lab at Utah State University. The samples will undergo DNA extractions at 12 microsatellite loci, which will provide us with genotype and ploidy level, with the genotype at a resolution to distinguish clones. Concurrently, we measured aspen heights and browse rates, as well as soil moisture. The median aspen height in 2018 was 110 cm (SD=135), and the browse rate was 0.45. Stands varied in volumetric water content (VWC), ranging from a mean VWC of 2.7% to 45.2%.   Featured photo by Yellowstone National Park on Flickr. https://flic.kr/p/efXLV

    Optimal dual fusion frames for probabilistic erasures

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    For any fixed fusion frame, its optimal dual fusion frames for reconstruction is studied in case of erasures of subspaces. It is considered that a probability distribution of erasure of subspaces is given and that a blind reconstruction procedure is used, where the erased data are set to zero. It is proved that there are always optimal duals. Sufficient conditions for the canonical dual fusion frame being either the unique optimal dual, a non-unique optimal dual, or a non optimal dual, are obtained. The reconstruction error is analyzed, using the optimal duals in the probability model considered here and using the optimal duals in a non-probability model

    Decomposition of approaches of a general linear model with fixed parameters

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    The well-known ordinary least-squares estimators (OLSEs) and the best linear unbiased estimators (BLUEs) under linear regression models can be represented by certain closed-form formulas composed by the given matrices and their generalized inverses in the models. This paper provides a general algebraic approach to relationships between OLSEs and BLUEs of the whole and partial mean parameter vectors in a constrained general linear model (CGLM) with fixed parameters by using a variety of matrix analysis tools on generalized inverses of matrices and matrix rank formulas. In particular, it establishes a variety of necessary and sufficient conditions for OLSEs to be BLUEs under a CGLM, which include many reasonable statistical interpretations on the equalities of OLSEs and BLUEs of parameter space in the CGLM. The whole work shows how to effectively establish matrix equalities composed by matrices and their generalized inverses and how to use them when characterizing performances of estimators of parameter spaces in linear models under most general assumptions

    The common invariant subspace problem and Tarskiâs theorem

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    This article presents a computable criterion for the existence of a common invariant subspace of n×nn\times n complex matrices A1,,AsA_{1}, \dots ,A_{s} of a fixed dimension 1dn1\leq d\leq n. The approach taken in the paper is model-theoretic. Namely, the criterion is based on a constructive proof of the renowned Tarski's theorem on quantifier elimination in the theory \ACF of algebraically closed fields. This means that for an arbitrary formula φ\varphi of the language of fields, a quantifier-free formula φ\varphi' such that \varphi\lra\varphi' in \ACF is given explicitly. The construction of φ\varphi' is elementary and based on the effective Nullstellensatz. The existence of a common invariant subspace of A1,,AsA_{1},\dots,A_{s} of dimension dd can be expressed in the first-order language of fields, and hence, the constructive version of Tarski's theorem yields the criterion. In addition, some applications of this criterion in quantum information theory are discussed

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