### Abstract

Original language | English |
---|---|

Title of host publication | Intelligent Computer Mathematics |

Subtitle of host publication | MKM, Calculemus, DML, and Systems and Projects 2013, Held as Part of CICM 2013, Bath, UK, July 8-12, 2013. Proceedings |

Editors | Jacques Carette, David Aspinall, Christoph Lange, Petr Sojka, Wolfgang Windsteiger |

Publisher | Springer |

Pages | 354-358 |

Number of pages | 5 |

ISBN (Electronic) | 9783642393204 |

ISBN (Print) | 9783642393198 |

DOIs | |

Publication status | Published - 2013 |

### Publication series

Name | Lecture Notes in Computer Science |
---|---|

Publisher | Springer Berlin Heidelberg |

Volume | 7961 |

ISSN (Print) | 0302-9743 |

### Fingerprint

### Keywords

- ML4PG
- Interactive Theorem Proving
- Coq
- SSReflect
- Machine Learning
- Clustering
- CoqEAL

### Cite this

*Intelligent Computer Mathematics: MKM, Calculemus, DML, and Systems and Projects 2013, Held as Part of CICM 2013, Bath, UK, July 8-12, 2013. Proceedings*(pp. 354-358). (Lecture Notes in Computer Science; Vol. 7961). Springer. https://doi.org/10.1007/978-3-642-39320-4_28

}

*Intelligent Computer Mathematics: MKM, Calculemus, DML, and Systems and Projects 2013, Held as Part of CICM 2013, Bath, UK, July 8-12, 2013. Proceedings.*Lecture Notes in Computer Science, vol. 7961, Springer, pp. 354-358. https://doi.org/10.1007/978-3-642-39320-4_28

**ML4PG in Computer Algebra Verification.** / Heras, Jonathan; Komendantskaya, Ekaterina.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

TY - CHAP

T1 - ML4PG in Computer Algebra Verification

AU - Heras, Jonathan

AU - Komendantskaya, Ekaterina

PY - 2013

Y1 - 2013

N2 - 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.

AB - 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.

KW - ML4PG

KW - Interactive Theorem Proving

KW - Coq

KW - SSReflect

KW - Machine Learning

KW - Clustering

KW - CoqEAL

U2 - 10.1007/978-3-642-39320-4_28

DO - 10.1007/978-3-642-39320-4_28

M3 - Chapter

SN - 9783642393198

T3 - Lecture Notes in Computer Science

SP - 354

EP - 358

BT - Intelligent Computer Mathematics

A2 - Carette, Jacques

A2 - Aspinall, David

A2 - Lange, Christoph

A2 - Sojka, Petr

A2 - Windsteiger, Wolfgang

PB - Springer

ER -