On variations of power iteration

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3697 LNCS, Issue , 2005, Pages 145-150

  Choi, Seungjin ^a  

^a Pohang University of Science and Technology (POSTECH)   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL METHODS; EIGENVALUES AND EIGENFUNCTIONS; MATRIX ALGEBRA; NUMERICAL METHODS;

NATURAL POWER ITERATION; POWER ITERATION; ROTATED EIGENVECTORS; SUBSPACE ITERATION;

ITERATIVE METHODS;

EID: 33646254146     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: None     Document Type: Conference Paper

References (8)

1. Hua, Y., Xiang, Y., Chen, T., Abed-Meraim, K., Miao, Y.: A new look at the power method for fast subspace tracking. Digital Signal Processing 9 (1999) 297-314
2. Golub, G.H., Loan, C.F.V.: Matrix Computations. 2 edn. Johns Hopkins (1993)
3. Heath, M.T.: Scientific Computing: An Introductory Survey. 2 edn. McGraw-Hill, New York (2002)
4. Oja, E.: Neural networks, principal component analysis, and subspaces. International Journal of Neural Systems 1 (1989) 61-68
5. Yang, B.: Projection approximation subsapce tracking. IEEE Trans. Signal Processing 43 (1995) 95-107
6. Abed-Meraim, K., Chkeif, A., Hua, Y.: Fast orthonormal PAST algorithm. IEEE Signal Processing Letters 7 (2000) 60-62
7. Ahn, J.H., Oh, J.H.: A constrained EM algorithm for principal component analysis. Neural Computation 15 (2003) 57-65
8. Ahn, J.H., Choi, S., Oh, J.H.: A new way of PCA: Integrated-squaredor and EM algorithms. In: Proc. IEEE Int'l Conf. Acoustics, Speech, and Signal Processing, Montreal, Canada (2004)