利用程序变换优化火箭弹道仿真精度

Nasrine Damouche, M. Martel, Alexandre Chapoutot
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引用次数: 7

摘要

抽象解释静态分析是解决数值计算中舍入误差过近似值的最成功方法之一。在我们的例子中,我们感兴趣的是使用这种方法来提高执行浮点计算的程序的准确性,因为浮点计算对公式的编写方式非常敏感。我们感兴趣的是通过应用一些重写规则来自动转换代码片段。在本文中,我们将在一个非平凡的数值模拟代码上演示我们的方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimizing the accuracy of a rocket trajectory simulation by program transformation
Static analysis by abstract interpretation is one of the most successful techniques used to over-approximate the roundoff errors in numerical programs. In our case, we are interested in using this method to improve the accuracy of programs which perform floating-point computations, known for their sensitivity to the way formulas are written. We are interested in transforming automatically pieces of code by applying to them several rewriting rules. In this article, we demonstrate the effectiveness of our approach on a non-trivial numerical simulation code.
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