Inequality-Based Approximation of Matrix Eigenvectors
International Journal of Applied Mathematics and Computer Science, Tome 12 (2002) no. 4, pp. 533-538
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A novel procedure is given here for constructing non-negative functions with zero-valued global minima coinciding with eigenvectors of a general real matrix A. Some of these functions are distinct because all their local minima are also global, offering a new way of determining eigenpairs by local optimization. Apart from describing the framework of the method, the error bounds given separately for the approximation of eigenvectors and eigenvalues provide a deeper insight into the fundamentally different nature of their approximations.
Keywords:
eigenvectors, eigenvalues, inequalities, error bounds, iterative methods
Mots-clés : matematyka
Mots-clés : matematyka
@article{IJAMCS_2002_12_4_a6,
author = {Kocsor, A. and Dombi, J. and Balint, I.},
title = {Inequality-Based {Approximation} of {Matrix} {Eigenvectors}},
journal = {International Journal of Applied Mathematics and Computer Science},
pages = {533--538},
publisher = {mathdoc},
volume = {12},
number = {4},
year = {2002},
language = {en},
url = {http://geodesic.mathdoc.fr/item/IJAMCS_2002_12_4_a6/}
}
TY - JOUR AU - Kocsor, A. AU - Dombi, J. AU - Balint, I. TI - Inequality-Based Approximation of Matrix Eigenvectors JO - International Journal of Applied Mathematics and Computer Science PY - 2002 SP - 533 EP - 538 VL - 12 IS - 4 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/IJAMCS_2002_12_4_a6/ LA - en ID - IJAMCS_2002_12_4_a6 ER -
%0 Journal Article %A Kocsor, A. %A Dombi, J. %A Balint, I. %T Inequality-Based Approximation of Matrix Eigenvectors %J International Journal of Applied Mathematics and Computer Science %D 2002 %P 533-538 %V 12 %N 4 %I mathdoc %U http://geodesic.mathdoc.fr/item/IJAMCS_2002_12_4_a6/ %G en %F IJAMCS_2002_12_4_a6
Kocsor, A.; Dombi, J.; Balint, I. Inequality-Based Approximation of Matrix Eigenvectors. International Journal of Applied Mathematics and Computer Science, Tome 12 (2002) no. 4, pp. 533-538. http://geodesic.mathdoc.fr/item/IJAMCS_2002_12_4_a6/