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ZpL: a p-adic Precision Package

Published: 11 July 2018 Publication History

Abstract

We present a new package ZpL for the mathematical software system SageMath. It implements a sharp tracking of precision on p-adic numbers, following the theory of ultrametric precision introduced in a previous paper by the same authors. The underlying algorithms are mostly based on automatic differentiation techniques. We introduce them, study their complexity and discuss our design choices. We illustrate the benefits of our package (in comparison with previous implementations) with a large sample of examples coming from linear algebra, commutative algebra and differential equations.

References

[1]
754--2008 - IEEE Std. for Floating-Point Arithmetic. IEEE, 2008.
[2]
Xavier Caruso. Computations with p -adic numbers. pages 1--83, 2017.
[3]
Xavier Caruso. Numerical stability of euclide algorithm over ultrametric fields. J. Number Theor. Bordeaux, 29:503--534, 2017.
[4]
Xavier Caruso, David Roe, and Tristan Vaccon. Tracking p -adic precision. LMS Journal of Computation and Mathematics, 17(A):274--294, 2014.
[5]
Xavier Caruso, David Roe, and Tristan Vaccon. p-Adic Stability In Linear Algebra. In Proceedings of the 2015 ACM on International Symposium on Symbolic and Algebraic Computation, ISSAC '15, pages 101--108, New York, NY, USA, 2015. ACM.
[6]
Xavier Caruso, David Roe, and Tristan Vaccon. Division and Slope Factorization of p-Adic Polynomials. In Proceedings of the ACM on International Symposium on Symbolic and Algebraic Computation, ISSAC '16, pages 159--166, New York, NY, USA, 2016. ACM.
[7]
Xavier Caruso, David Roe, and Tristan Vaccon. Characteristic Polynomials of P-adic Matrices. In Proceedings of the 2017 ACM on International Symposium on Symbolic and Algebraic Computation, ISSAC '17, pages 389--396, New York, NY, USA, 2017. ACM.
[8]
Peter Denning. The locality principle. Commun. ACM, 48:19--24, 2005.
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Nicholas Higham. Accuracy and Stability of Numerical Algorithms. SIAM, Philadelphia, 2nd ed. edition, 2002.
[10]
Pierre Lairez and Tristan Vaccon. On p-adic differential equations with separation of variables. In Proceedings of the ACM on International Symposium on Symbolic and Algebraic Computation, ISSAC 2016, Waterloo, ON, Canada, July 19--22, 2016, pages 319--323, 2016.
[11]
Louis Rall. Automatic Differentiation: Techniques and Applications, volume 120 of Lecture Notes in Computer Science. Springer, Berlin, 1981.
[12]
The Sage Developers. SageMath, the Sage Mathematics Software System (Version 8.1), 2018. http://www.sagemath.org.
[13]
Trac #23505: Lattice precision for p-adics. http://trac.sagemath.org/ticket/23505, 2018.

Cited By

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  • (2021)Effective Obstruction to Lifting Tate Classes from Positive CharacteristicArithmetic Geometry, Number Theory, and Computation10.1007/978-3-030-80914-0_9(293-333)Online publication date: 16-Jul-2021

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ISSAC '18: Proceedings of the 2018 ACM International Symposium on Symbolic and Algebraic Computation
July 2018
418 pages
ISBN:9781450355506
DOI:10.1145/3208976
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 11 July 2018

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Author Tags

  1. algorithms
  2. automatic differentiation
  3. p-adic precision

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ISSAC '18

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Overall Acceptance Rate 395 of 838 submissions, 47%

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Cited By

View all
  • (2021)Effective Obstruction to Lifting Tate Classes from Positive CharacteristicArithmetic Geometry, Number Theory, and Computation10.1007/978-3-030-80914-0_9(293-333)Online publication date: 16-Jul-2021

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