Applied Mathematics and Mechanics (English Edition) ›› 1997, Vol. 18 ›› Issue (5): 471-477.

• 论文 • 上一篇    下一篇

DIRECT PERTURBATION METHOD FOR REANALYSIS OF MATRIX SINGULAR VALUE DECOMPOSITION

吕振华   

  1. Qinghua University, Beijing 100084, P. R. China
  • 收稿日期:1995-07-28 出版日期:1997-05-18 发布日期:1997-05-18
  • 基金资助:

    Project supported by the National Natural Science Foundation of China

DIRECT PERTURBATION METHOD FOR REANALYSIS OF MATRIX SINGULAR VALUE DECOMPOSITION

Lü Zhenhua   

  1. Qinghua University, Beijing 100084, P. R. China
  • Received:1995-07-28 Online:1997-05-18 Published:1997-05-18
  • Supported by:

    Project supported by the National Natural Science Foundation of China

摘要: The perturbational reanalysis technique of matrix singular value decomposition isapplicable to many theoretical and practical problems in mathematics, mechanics,control theory, engineering, etc.. An indirect perturbation method has previously beenproposed by, the author in this journal, and now the direct perturbation method hasalso been presented in this paper. The second-order perturbation results of nonrepeated singular values and the corresponding left and right singular vectors areobtained. The results can meet the general needs of most problems of various practicalapplications. A numerical example is presented to demonstrate the effectiveness of thedirect perturbation method.

Abstract: The perturbational reanalysis technique of matrix singular value decomposition isapplicable to many theoretical and practical problems in mathematics, mechanics,control theory, engineering, etc.. An indirect perturbation method has previously beenproposed by, the author in this journal, and now the direct perturbation method hasalso been presented in this paper. The second-order perturbation results of nonrepeated singular values and the corresponding left and right singular vectors areobtained. The results can meet the general needs of most problems of various practicalapplications. A numerical example is presented to demonstrate the effectiveness of thedirect perturbation method.

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