Research output: Contribution to journal › Article › peer-review
The interpolation method for calculating eigenvalues of matrices. / Burova, I. G.; Ryabov, V. M.; Kalnitskaia, M. A.; Malevich, A. V.
In: WSEAS Transactions on Systems and Control, Vol. 14, 13, 01.01.2019, p. 104-111.Research output: Contribution to journal › Article › peer-review
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TY - JOUR
T1 - The interpolation method for calculating eigenvalues of matrices
AU - Burova, I. G.
AU - Ryabov, V. M.
AU - Kalnitskaia, M. A.
AU - Malevich, A. V.
PY - 2019/1/1
Y1 - 2019/1/1
N2 - The problem of solving systems of linear algebraic equations (SLAEs) is connected with finding the eigenvalues of the matrix of the system. Often it is necessary to solve SLAEs with positive definite symmetric matrices. The eigenvalues of such matrices are real and positive. Here we propose an interpolation method for finding eigenvalues of such matrices. The proposed method can also be used to calculate the real eigenvalues of an arbitrary matrix with real elements. This method uses splines of Lagrangian type of fifth order and/or polynomial integro-differential splines of fifth order. To calculate the eigenvalue, it is necessary to calculate several determinants and solve the nonlinear equation. Examples of numerical experiments are given.
AB - The problem of solving systems of linear algebraic equations (SLAEs) is connected with finding the eigenvalues of the matrix of the system. Often it is necessary to solve SLAEs with positive definite symmetric matrices. The eigenvalues of such matrices are real and positive. Here we propose an interpolation method for finding eigenvalues of such matrices. The proposed method can also be used to calculate the real eigenvalues of an arbitrary matrix with real elements. This method uses splines of Lagrangian type of fifth order and/or polynomial integro-differential splines of fifth order. To calculate the eigenvalue, it is necessary to calculate several determinants and solve the nonlinear equation. Examples of numerical experiments are given.
KW - Approximation
KW - Eigenvalue problem
KW - Integro-differential splines
UR - http://www.scopus.com/inward/record.url?scp=85071012928&partnerID=8YFLogxK
M3 - Article
AN - SCOPUS:85071012928
VL - 14
SP - 104
EP - 111
JO - WSEAS Transaction on Systems and Control
JF - WSEAS Transaction on Systems and Control
SN - 1991-8763
M1 - 13
ER -
ID: 45515149