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Deriving Algorithms for Triangular Tridiagonalization a (Skew-)Symmetric Matrix

Authors :
van de Geijn, Robert
Myers, Maggie
Xu, RuQing G.
Matthews, Devin
Publication Year :
2023

Abstract

We apply the FLAME methodology to derive algorithms hand in hand with their proofs of correctness for the computation of the $ L T L^T $ decomposition (with and without pivoting) of a skew-symmetric matrix. The approach yields known as well as new algorithms, presented using the FLAME notation. A number of BLAS-like primitives are exposed at the core of blocked algorithms that can attain high performance. The insights can be easily extended to yield algorithms for computing the $ L T L^T $ decomposition of a symmetric matrix.<br />Comment: 28 pages

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2311.10700
Document Type :
Working Paper