A framework to test interval arithmetic libraries and their IEEE 1788-2015 compliance

John Wiley & Sons
Artikkeli
vertaisarvioitu
Artikkeli
Osuva_Benet_Ferranti_Revol_2023.pdf - Lopullinen julkaistu versio - 632.99 KB

Kuvaus

© 2023 The Authors. Concurrency and Computation: Practice and Experience published by John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
As developers of libraries implementing interval arithmetic, we faced the same difficulties when it comes to testing our libraries. What must be tested? How can we devise relevant test cases for unit testing? How can we ensure a high (and possibly 100%) test coverage? Before considering these questions, we briefly recall the main features of interval arithmetic and of the IEEE 1788-2015 standard for interval arithmetic. After listing the different aspects that, in our opinion, must be tested, we contribute a first step towards offering a test suite for an interval arithmetic library. First we define a format that enables the exchange of test cases, so that they can be read and tried easily. Then we offer a first set of test cases, for a selected set of mathematical functions. Next, we examine how the Julia interval arithmetic library, IntervalArithmetic.jl, actually performs to these tests. As this is an ongoing work, we list extra tests that we deem important to perform.

Emojulkaisu

ISBN

ISSN

1532-0634
1532-0626

Aihealue

Kausijulkaisu

Concurrency and Computation: Practice and Experience

OKM-julkaisutyyppi

A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä