• Medientyp: Elektronischer Konferenzbericht; Sonstige Veröffentlichung; E-Artikel
  • Titel: Primitive Floats in Coq
  • Beteiligte: Bertholon, Guillaume [VerfasserIn]; Martin-Dorel, Érik [VerfasserIn]; Roux, Pierre [VerfasserIn]
  • Erschienen: Schloss Dagstuhl – Leibniz-Zentrum für Informatik, 2019
  • Sprache: Englisch
  • DOI: https://doi.org/10.4230/LIPIcs.ITP.2019.7
  • Schlagwörter: Coq formal proofs ; reflexive tactics ; floating-point arithmetic ; Cholesky decomposition
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  • Beschreibung: Some mathematical proofs involve intensive computations, for instance: the four-color theorem, Hales' theorem on sphere packing (formerly known as the Kepler conjecture) or interval arithmetic. For numerical computations, floating-point arithmetic enjoys widespread usage thanks to its efficiency, despite the introduction of rounding errors. Formal guarantees can be obtained on floating-point algorithms based on the IEEE 754 standard, which precisely specifies floating-point arithmetic and its rounding modes, and a proof assistant such as Coq, that enjoys efficient computation capabilities. Coq offers machine integers, however floating-point arithmetic still needed to be emulated using these integers. A modified version of Coq is presented that enables using the machine floating-point operators. The main obstacles to such an implementation and its soundness are discussed. Benchmarks show potential performance gains of two orders of magnitude.
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