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

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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

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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