High-precision computation: Applications and challenges [Keynote I]

D. Bailey
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引用次数: 10

Abstract

Summary form only given, as follows. High-precision floating-point arithmetic software, ranging from "double-double" or "quad" precision to arbitrarily high-precision (hundreds or thousands of digits), has been available for years. Such facilities are standard features of Mathematica and Maple, and software packages such as MPFR, QD and ARPREC are available on the Internet. Some of these packages include high-level language interface modules that make conversion of standard-precision programs a relatively simple task. However, until recently such facilities were widely considered as novelty items - why would anyone need such exalted levels of numeric precision in "practical" research or engineering? In fact, during the past decade or two, numerous applications have arisen for high-precision floatingpoint arithmetic. This presentation will briefly describe some of these applications, which mostly arise in mathematical physics, applied physics and mathematics. Many heretofore unknown identities and relationships have been discovered, and features have been identified in computed data that were not "visible" with ordinary 64-bit precision. Applications of double-double (31 digits) or quad-double precision (62 digits) are particularly common, but there are also some interesting applications for as high as 50,000 digits. The speaker will also outline what is needed in improved facilities for high-precision computation to address challenges that lie ahead.
高精度计算:应用与挑战[主题演讲一]
仅给出摘要形式,如下。高精度浮点运算软件,从“双双”或“四”精度到任意高精度(数百或数千位),已经可用多年了。这些功能是Mathematica和Maple的标准功能,MPFR, QD和ARPREC等软件包在互联网上可用。其中一些包包括高级语言接口模块,使标准精度程序的转换相对简单。然而,直到最近,这种设备还被广泛认为是新奇的东西——在“实际”研究或工程中,为什么会有人需要如此高水平的数字精度呢?事实上,在过去的十年或二十年中,出现了许多高精度浮点运算的应用。本报告将简要介绍其中的一些应用,这些应用主要出现在数学物理、应用物理和数学中。许多以前未知的身份和关系已经被发现,并且在普通64位精度的计算数据中不“可见”的特征已经被识别出来。双双精度(31位)或四双精度(62位)的应用特别常见,但也有一些有趣的应用,高达50,000位。演讲者还将概述改进高精度计算设施以应对未来挑战所需要的东西。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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