级数回归就是反链式法则

C. Lawson
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引用次数: 3

摘要

我最近有机会扩展我在1971年编写的导数计算包,以增加处理隐式定义的函数的能力。这让我看到了泰勒级数回归和复合函数的链式微分法则之间的对偶性。这些算法可以用一种编程语言表达的紧凑性也给我留下了深刻的印象,在我的例子中是Fortran 77。所涉及的基本思想对于从事符号数学计算机化或其他导数计算方法工作的人来说可能并不陌生,然而,我认为这可能会引起本通讯的许多读者的兴趣,因为这是一个非常小的代码体实现数学转换的实例,可能会被先验地认为有点复杂。
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Series reversion as the reversed chain rule
I recently had occasion to extend a derivative-computation package I had written in 1971 to add the capability of dealing with a function defined implicitly. This led me to see the duality between Taylor series reversion and the chain rule of differentiation of a composite function. I was also struck with the compactness with which these algorithms could be expressed in a programming language, which in my case was Fortran 77. The basic ideas involved will probably not be new to persons who have worked on computerization of symbolic mathematics or other approaches to derivative computation, however, I think this may be of interest to many readers of this newsletter as an instance of a very small body of code implementing a mathematical transformation that might a priori be thought to be somewhat complicated.
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