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CONTEST: A Controllable Test Matrix Toolbox for MATLAB

Taylor, Alan and Higham, D.J. and , EPSRC Grants (Funder) (2009) CONTEST: A Controllable Test Matrix Toolbox for MATLAB. ACM Transactions on Mathematical Software, 35 (4). 26:1-26:17. ISSN 0098-3500

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    Abstract

    Large, sparse networks that describe complex interactions are a common feature across a number of disciplines, giving rise to many challenging matrix computational tasks. Several random graph models have been proposed that capture key properties of real-life networks. These models provide realistic, parametrized matrices for testing linear system and eigenvalue solvers. CONTEST (CONtrollable TEST matrices) is a random network toolbox for MATLAB that implements nine models. The models produce unweighted directed or undirected graphs; that is, symmetric or unsymmetric matrices with elements equal to zero or one. They have one or more parameters that affect features such as sparsity and characteristic pathlength and all can be of arbitrary dimension. Utility functions are supplied for rewiring, adding extra shortcuts and subsampling in order to create further classes of networks. Other utilities convert the adjacency matrices into real-valued coefficient matrices for naturally arising computational tasks that reduce to sparse linear system and eigenvalue problems.

    Item type: Article
    ID code: 15066
    Keywords: matrix, real-life, networks, matlab, contest, Mathematics, Software, Applied Mathematics
    Subjects: Science > Mathematics
    Department: Faculty of Science > Mathematics and Statistics
    Related URLs:
    Depositing user: Mrs Irene Spencer
    Date Deposited: 28 Jan 2010 11:22
    Last modified: 04 Sep 2014 23:59
    URI: http://strathprints.strath.ac.uk/id/eprint/15066

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