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Treffer: Vectorized approach for computing eigenvalues from the list of 3x3 real symmetric matrices.

Title:
Vectorized approach for computing eigenvalues from the list of 3x3 real symmetric matrices.
Authors:
Čermák, Martin1 (AUTHOR) martin.cermak@vsb.cz, Pospíšil, Lukáš1 (AUTHOR) lukas.pospisil@vsb.cz
Source:
AIP Conference Proceedings. 2023, Vol. 2849 Issue 1, p1-4. 4p.
Database:
Academic Search Index

Weitere Informationen

The paper deals with the eigenvalue computation of real symmetric matrices of size three. This problem is usually a part of student exams in the basic linear algebra courses and the solution by the characteristic polynomial belongs to crucial skills of successful graduates. However, in practical applications, e.g., numerical solution of elastoplasticity problems by finite element method, this basic solution process is not applicable and the problem is solved numerically. For instance, Matlab provides the "eig" command for the eigenvalue computation but the sequential calling of this function through all of the integration points can became easily the bottleneck. In our contribution, we provide and examine the vectorized approach of the solution process, which can be easily implemented in any scripting language, such as Matlab or Python. [ABSTRACT FROM AUTHOR]