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    2151 research outputs found

    Flanders� theorem for many matrices under commutativity assumptions

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    We analyze the relationship between the Jordan canonical form of products, in different orders, of kk square matrices A1,...,AkA_1,...,A_k. Our results extend some classical results by H. Flanders. For the eigenvalue zero, we obtain an upper bound on the difference between the sizes of Jordan blocks for any two permuted products, and we show that this bound is attainable. For k=3k=3 we show that, moreover, the bound is exhaustive

    The Matrix Unwinding Function, with an Application to Computing the Matrix Exponential

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    A new matrix function corresponding to the scalar unwinding number of Corless, Hare, and Jeffrey is introduced. This matrix unwinding function, U\mathcal{U}, is shown to be a valuable tool for deriving identities involving the matrix logarithm and fractional matrix powers, revealing, for example, the precise relation between logAα\log A^\alpha and αlogA\alpha \log A. The unwinding function is also shown to be closely connected with the matrix sign function. An algorithm for computing the unwinding function based on the Schur--Parlett method with a special reordering is proposed. It is shown that matrix argument reduction using the function mod(A)=A2πiU(A)\mathrm{mod}(A) = A-2\pi i\, \mathcal{U}(A), which has eigenvalues with imaginary parts in the interval (π,π](-\pi,\pi] and for which \e^A = \e^{\mathrm{mod}(A)}, can give significant computational savings in the evaluation of the exponential by scaling and squaring algorithms

    On the local Langlands correspondence for non-tempered representations

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    Let GG be a reductive pp-adic group. We study how a local Langlands correspondence for irreducible tempered GG-representations can be extended to a local Langlands correspondence for all irreducible smooth representations of GG. We prove that, under a natural condition involving compatibility with unramified twists, this is possible in a canonical way. To this end we introduce analytic R-groups associated to non-tempered essentially square-integrable representations of Levi subgroups of GG. We establish the basic properties of these new R-groups, which generalize Knapp-Stein R-groups

    The Irrelevant Information Principle for Collective Probabilistic Reasoning

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    Within the framework of discrete probabilistic uncertain reasoning a large literature exists justifying the maximum entropy inference process, ME, as being optimal in the context of a single agent whose subjective probabilistic knowledge base is consistent. In particular Paris and Vencovska completely characterised the ME inference process by means of an attractive set of axioms which an inference process should satisfy. More recently the second author extended the Paris-Vencovska axiomatic approach to inference processes in the context of several agents whose subjective probabilistic knowledge bases, while individually consistent, may be collectively inconsistent. In particular he defined a natural multi--agent extension of the inference process ME called the social entropy process, SEP. However, while SEP has been shown to possess many attractive properties, those which are known are almost certainly insufficient to uniquely characterise it. It is therefore of particular interest to study those Paris-Vencovska principles valid for ME whose immediate generalisations to the multi-agent case are not satisfied by SEP. One of these principles is the Irrelevant Information Principle, a powerful and appealing principle which very few inference processes satisfy even in the single agent context. In this paper we will investigate whether SEP can satisfy an interesting modified generalisation of this principle

    Depth and the local Langlands correspondence

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    Let G be an inner form of a general linear group or a special linear group over a non-archimedean local field. We prove that the local Langlands correspondence for G preserves depths

    Higher Order Frechet Derivatives of Matrix Functions and the Level-2 Condition Number

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    The Fr\'echet derivative LfL_f of a matrix function f ⁣:Cn×nCn×nf \colon \mathbb{C}^{n\times n} \mapsto \mathbb{C}^{n\times n} controls the sensitivity of the function to small perturbations in the matrix. While much is known about the properties of LfL_f and how to compute it, little attention has been given to higher order Fr\'echet derivatives. We derive sufficient conditions for the kkth Fr\'echet derivative to exist and be continuous in its arguments and we develop algorithms for computing the kkth derivative and its Kronecker form. We analyze the level-2 absolute condition number of a matrix function (``the condition number of the condition number'') and bound it in terms of the second Fr\'echet derivative. For normal matrices and the exponential we show that in the 2-norm the level-1 and level-2 absolute condition numbers are equal and that the relative condition numbers are within a small constant factor of each other. We also obtain an exact relationship between the level-1 and level-2 absolute condition numbers for the matrix inverse and arbitrary nonsingular matrices, as well as a weaker connection for Hermitian matrices for a class of functions that includes the logarithm and square root. Finally, the relation between the level-1 and level-2 condition numbers is investigated more generally through numerical experiments

    FREE CENTRE-BY-(ABELIAN-BY-EXPONENT 2) GROUPS

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    We study free centre-by-(abelian-by-exponent 2) groups. Our main result is a complete description of the centre. It is isomorphic to a direct sum of a free abelian group and a torsion subgroup. The latter is a direct sum of cyclic groups of order two and cyclic groups of order four. We exhibit a generating set consisting of elements of innite order, order 2, and order 4, such that the centre is the direct sum of cyclic subgroups generated by those generators. Our approach makes essential use of homological methods

    On Local Fusion Graphs of Finite Coxeter Groups

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    Given a finite group G and G-conjugacy class of involutions X, the local fusion graph F(G,X) has X as its vertex set, with x,y in X joined by an edge if, and only if, x is not equal to y and the product xy has odd order. In this note we investigate such graphs when G is a finite Coxeter group, addressing questions of connectedness and diameter. In particular, our results show that local fusion graphs may have an arbitrary number of connected components, each with arbitrarily large diameter

    Large-Scale Metabolic Models: From Reconstruction to Differential Equations

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    Genome-scale kinetic models of metabolism are important for rational design of the metabolic engineering required for industrial biotechnology applications. They allow one to predict the alterations needed to optimize the flux or yield of the compounds of interest, while keeping the other functions of the host organism to a minimal, but essential, level. We define a pipeline for the generation of genome-scale kinetic models from reconstruction data. To build such a model, inputs of all concentrations, fluxes, rate laws, and kinetic parameters are required. However, we propose typical estimates for these numbers when experimental data are not available. While little data are required to produce the model, the pipeline ensures consistency with any known flux or concentration data, or any kinetic constants. We apply the method to create genome-scale models of Escherichia coli and Saccharomyces cerevisiae. We go on to show how these may be used to expand a detailed model of yeast glycolysis to the genome level

    An assessment of sustainable housing affordability using a multiple criteria decision making method

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    Housing affordability is a complex issue that must not only be assessed in terms economic viability. In order to increase quality of life and community sustainability the environmental and social sustainability of housing must also be taken into consideration. The paper considers the application of a methodology that can be applied to assess the affordability of different housing locations in a sustainable manner, taking into account a range of economic, environmental and social criteria. The COPRAS method of multi-criteria decision making (MCDM) is selected and applied to three residential areas as an example of how sustainable housing affordability can be assessed using a MCDM method. The outcome of the study reveals that considering a range of social and environmental criteria can greatly affect the calculation of an areas affordability, in comparison to focusing solely on financial attributes. COPRAS was found to be an effective method for the assessment and could be applied in other regions or internationally

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