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International Conference on Intelligent Computer Mathematics

CICM 2013: Intelligent Computer Mathematics pp 354–358Cite as

ML4PG in Computer Algebra Verification

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 7961))

Abstract

ML4PG is a machine-learning extension that provides statistical proof hints during the process of Coq/SSReflect proof development. In this paper, we use ML4PG to find proof patterns in the CoqEAL library – a library that was devised to verify the correctness of Computer Algebra algorithms. In particular, we use ML4PG to help us in the formalisation of an efficient algorithm to compute the inverse of triangular matrices.

The work was supported by EPSRC grant EP/J014222/1.

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References

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Author information

Authors and Affiliations

  1. School of Computing, University of Dundee, UK

    Jónathan Heras & Ekaterina Komendantskaya

Authors
  1. Jónathan Heras
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  2. Ekaterina Komendantskaya
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Editor information

Editors and Affiliations

  1. Computing and Software, McMaster University, 1280 Main Street West, L8S 4K1, Hamilton, ON, Canada

    Jacques Carette

  2. School of Informatics, University of Edinburgh, 10 Crichton Street, EH8 9AB, Edinburgh, Scotland, UK

    David Aspinall

  3. School of Computer Science, University of Birmingham, Edgbaston, B15 2TT, Birmingham, UK

    Christoph Lange

  4. Faculty of Informatics, Department of Computer Graphics and Design, Masaryk University, Botanická 68a, 60200, Brno, Czech Republic

    Petr Sojka

  5. Johannes Kepler University Linz (JKU), RISC, Altenberger Strasse 69, 4040, Linz, Austria

    Wolfgang Windsteiger

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© 2013 Springer-Verlag Berlin Heidelberg

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Heras, J., Komendantskaya, E. (2013). ML4PG in Computer Algebra Verification. In: Carette, J., Aspinall, D., Lange, C., Sojka, P., Windsteiger, W. (eds) Intelligent Computer Mathematics. CICM 2013. Lecture Notes in Computer Science(), vol 7961. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-39320-4_28

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  • DOI: https://doi.org/10.1007/978-3-642-39320-4_28

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-39319-8

  • Online ISBN: 978-3-642-39320-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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