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Noda iterations for generalized eigenproblems following Perron-Frobenius theory
Chen,Xiao Shan1; Vong,Seak Weng2; Li,Wen1; Xu,Hongguo3
2019-03-05
Source PublicationNumerical Algorithms
ISSN1017-1398
Volume80Issue:3Pages:937-955
Abstract

In this paper, we investigate the generalized eigenvalue problem Ax = λBx arising from economic models. Under certain conditions, there is a simple generalized eigenvalue ρ(A, B) in the interval (0, 1) with a positive eigenvector. Based on the Noda iteration, a modified Noda iteration (MNI) and a generalized Noda iteration (GNI) are proposed for finding the generalized eigenvalue ρ(A, B) and the associated unit positive eigenvector. It is proved that the GNI method always converges and has a quadratic asymptotic convergence rate. So GNI has a similar convergence behavior as MNI. The efficiency of these algorithms is illustrated by numerical examples.

KeywordGeneralized Eigenproblem Generalized Noda Iteration M-matrix Nonnegative Irreducible Matrix Perron-frobenius Theory Quadratic Convergence
DOI10.1007/s11075-018-0512-4
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaMathematics
WOS SubjectMathematics, Applied
WOS IDWOS:000461382900011
Scopus ID2-s2.0-85044181465
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Document TypeJournal article
CollectionDEPARTMENT OF MATHEMATICS
Corresponding AuthorChen,Xiao Shan
Affiliation1.School of Mathematical Sciences,South China Normal University,Guangzhou,510631,China
2.Department of Mathematics,University of Macau,Macao
3.Department of Mathematics,University of Kansas,Lawrence,66045,United States
Recommended Citation
GB/T 7714
Chen,Xiao Shan,Vong,Seak Weng,Li,Wen,et al. Noda iterations for generalized eigenproblems following Perron-Frobenius theory[J]. Numerical Algorithms, 2019, 80(3), 937-955.
APA Chen,Xiao Shan., Vong,Seak Weng., Li,Wen., & Xu,Hongguo (2019). Noda iterations for generalized eigenproblems following Perron-Frobenius theory. Numerical Algorithms, 80(3), 937-955.
MLA Chen,Xiao Shan,et al."Noda iterations for generalized eigenproblems following Perron-Frobenius theory".Numerical Algorithms 80.3(2019):937-955.
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