How to Define Automatic Differentiation
Numerical Analysis
2020-06-16 v2 Numerical Analysis
Abstract
Based on a class of associative algebras with zero-divisors which are called real-like algebras by us, we introduce a way of defining automatic differentiation and present different ways of doing automatic differentiation to compute the first, the second and the third derivatives of a function exactly and simultaneously.
Cite
@article{arxiv.2003.04484,
title = {How to Define Automatic Differentiation},
author = {Keqin Liu},
journal= {arXiv preprint arXiv:2003.04484},
year = {2020}
}
Comments
23 pages