• Title/Summary/Keyword: Lanczos vectors

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Investigation on efficiency and applicability of subspace iteration method with accelerated starting vectors for calculating natural modes of structures

  • Kim, B.W.;Jung, H.J.;Hong, S.Y.
    • Structural Engineering and Mechanics
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    • v.37 no.5
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    • pp.561-573
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    • 2011
  • For efficient calculation of natural modes of structures, a numerical scheme which accelerates convergence of the subspace iteration method by employing accelerated starting Lanczos vectors was proposed in 2005. This paper is an extension of the study. The previous study simply showed feasibility of the proposed method by analyzing structures with smaller degrees of freedom. While, the present study verifies efficiency of the proposed method more rigorously by comparing closeness of conventional and accelerated starting vectors to genuine eigenvectors. This study also analyzes an example structure with larger degrees of freedom and more complex constraints in order to investigate applicability of the proposed method.

A study on the development of an efficient subspace iteration method (부공간축차법의 효율향상을 위한 연구)

  • Lee, Byeong-Chae
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.21 no.11
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    • pp.1852-1861
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    • 1997
  • An enhanced subspace iteration algorithm has been developed to solve eigenvalue problems reliably and efficiently. Basic subspace iteration algorithm has been improved by eliminating recalculation of converged eigenvectors, using Krylov sequence as initial vectors and incorporating with shifting techniques. The number of iterations and computational time have been considerably reduced when compared with the original one, and reliability for catching copies of the multiple roots has been retained successfully. Further research would be required for mathematical justification of the present method.