Analytical-Numerical Implementation of Polyvector Algebra in Julia
Migran N. Gevorkyan, Anastasia V. Demidova, Tatyana R. Velieva, Anna V. Korolkova, Dmitry S. Kulyabov
Abstract
Migran N. Gevorkyan, Anastasia V. Demidova, Tatyana R. Velieva, Anna V. Korolkova, Dmitry S. Kulyabov
Abstract
Abstract Geometric algebra is based on the works by Grassmann and Clifford. Its main objects of research are polyvectors (p-vectors) and multivectors. Polyvectors, together with the exterior product, implement the Grassmann algebra, while multivectors with the geometric product implement the Clifford algebra. Multivector algebra generalizes many operations and objects of analytic geometry and differential geometry (e.g., vector and mixed products, normal vectors and binormals, etc.) to the multidimensional case, as well as provides their geometric interpretation. Complex numbers and quaternions are isomorphic to multivectors of a special kind. This paper applies certain ideas of geometric algebra to solve problems that occur in computer geometry. For this purpose, the Grassmann.jl package for Julia is used.
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Abstract Geometric algebra is based on the works by Grassmann and Clifford. Its main objects of research are polyvectors (p-vectors) and multivectors. Polyvectors, together with the exterior product, implement the Grassmann algebra, while multivectors with the geometric product implement the Clifford algebra. Multivector algebra generalizes many operations and objects of analytic geometry and differential geometry (e.g., vector and mixed products, normal vectors and binormals, etc.) to the multidimensional case, as well as provides their geometric interpretation. Complex numbers and quaternions are isomorphic to multivectors of a special kind. This paper applies certain ideas of geometric algebra to solve problems that occur in computer geometry. For this purpose, the Grassmann.jl package for Julia is used.
Key concepts: Multivector, Geometric algebra, Algebra over a field, Quaternion, Clifford algebra, Exterior algebra, Universal geometric algebra, Mathematics