Normalization, Square Roots, and the Exponential and Logarithmic Maps in Geometric Algebras of Less than 6D (2206.07496v2)

Abstract: Geometric algebras of dimension $n < 6$ are becoming increasingly popular for the modeling of 3D and 3+1D geometry. With this increased popularity comes the need for efficient algorithms for common operations such as normalization, square roots, and exponential and logarithmic maps. The current work presents a signature agnostic analysis of these common operations in all geometric algebras of dimension $n < 6$, and gives efficient numerical implementations in the most popular algebras $\mathbb{R}{4}$, $\mathbb{R}{3,1}$, $\mathbb{R}{3,0,1}$ and $\mathbb{R}{4,1}$, in the hopes of lowering the threshold for adoption of geometric algebra solutions by code maintainers.