articleACM Transactions on Mathematical SoftwareNov 1, 2011Closed access

The university of Florida sparse matrix collection

University of Florida · AT&T (United States)

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Abstract

We describe the University of Florida Sparse Matrix Collection, a large and actively growing set of sparse matrices that arise in real applications. The Collection is widely used by the numerical linear algebra community for the development and performance evaluation of sparse matrix algorithms. It allows for robust and repeatable experiments: robust because performance results with artificially generated matrices can be misleading, and repeatable because matrices are curated and made publicly available in many formats. Its matrices cover a wide spectrum of domains, include those arising from problems with underlying 2D or 3D geometry (as structural engineering, computational fluid dynamics, model reduction,…

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Authors

2

Topics & keywords

Keywords
  • Computer science
  • Sparse matrix
  • Linear algebra
  • Computational science
  • Graphics
  • MATLAB
  • Matrix (chemical analysis)
  • Visualization
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