带剩余保留的部分双精度:微处理器上求解微分方程的新方法

G. McCrea, I. Witten
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引用次数: 1

摘要

本文提出了一种新的微处理器微分方程求解的算法结构,即带剩余保留的部分双精度和三精度。结果表明,残差寄存器是数字差分分析仪的显著特征,它通过抑制舍入误差的积累,大大提高了解的精度,舍入误差是短字长机器上普遍存在的问题。理论和仿真结果表明,采用带残数保留的部分三精度方法,只需进行一次单精度乘法就可以获得比双精度精度更好的精度,而不进行残数保留时,只进行一次单精度乘法。
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Partial double precision with residue retention: a new approach to solving differential equations on microprocessors
This paper proposes the use of partial double and triple precision with residue retention as a new arithmetic structure for solving differential equations on microprocessors. It is shown that a residue register, which is the distinguishing feature of the digital differential analyser, improves solution accuracy considerably by suppressing the accumulation of roundoff error, which is generally a problem on short-wordlength machines. Both theory and simulation reveal that by employing partial triple precision with residue retention, better than double-precision accuracy may be achieved with only a single-precision multiplication, whereas, without residue retention, single-precision accuracy only is possible.
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