1. Weingarten calculus and the IntHaar package for integrals over compact matrix groups
- Author
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Jongwon Kim and Alejandro Ginory
- Subjects
Maple ,Algebra and Number Theory ,010102 general mathematics ,010103 numerical & computational mathematics ,engineering.material ,medicine.disease ,01 natural sciences ,Unitary state ,Computational Mathematics ,TheoryofComputation_MATHEMATICALLOGICANDFORMALLANGUAGES ,Matrix group ,FOS: Mathematics ,Calculus ,medicine ,engineering ,Mathematics - Combinatorics ,Combinatorics (math.CO) ,Representation Theory (math.RT) ,0101 mathematics ,Mathematics - Representation Theory ,Calculus (medicine) ,Mathematics ,Symplectic geometry - Abstract
In this paper, we present a uniform formula for the integration of polynomials over the unitary, orthogonal, and symplectic groups using Weingarten calculus. From this description, we further simplify the integration formulas and give several optimizations for various cases. We implemented the optimized Weingarten calculus in Maple in a package called IntHaar for all three compact groups. Here we will discuss its functions, provide instructions for the package, and produce some examples of computed integrals., Comment: 21 pages, 4 figures, software available at: http://www.math.rutgers.edu/~ag930/
- Published
- 2021
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