|
Zapiski Nauchnykh Seminarov POMI, 2007, Volume 346, Pages 5–20
(Mi znsl83)
|
|
|
|
Convergence analysis of an optimization algorithm for computing
the largest eigenvalue of a symmetric matrix
A. N. Borzykh Saint-Petersburg State University
Abstract:
A new optimization algorithm for computing the largest eigenvalue of a real symmetric
matrix is considered. The algorithm is based on a sequence of plane rotations increasing the sum of
the matrix entries. It is proved that the algorithm converges linearly and it is shown that it can
be regarded as a relaxation method for the Rayleigh quotient.
Received: 01.10.2007
Citation:
A. N. Borzykh, “Convergence analysis of an optimization algorithm for computing
the largest eigenvalue of a symmetric matrix”, Computational methods and algorithms. Part XX, Zap. Nauchn. Sem. POMI, 346, POMI, St. Petersburg, 2007, 5–20; J. Math. Sci. (N. Y.), 150:2 (2008), 1917–1925
Linking options:
https://www.mathnet.ru/eng/znsl83 https://www.mathnet.ru/eng/znsl/v346/p5
|
Statistics & downloads: |
Abstract page: | 256 | Full-text PDF : | 93 | References: | 29 |
|