Computing the analytic singular value decomposition via a pathfollowing

被引：2
|
作者：
Janovsky, Vladimir [1 ]
Janovska, Drahoslava [2 ]
Tanabe, Kunio [3 ]
机构：
[1] Charles Univ Prague, Fac Math & Phys, Prague, Czech Republic
[2] Inst Chem Technol, Prague, Czech Republic
[3] Inst Stat Math, Tokyo, Japan
来源：
NUMERICAL MATHEMATICS AND ADVANCED APPLICATIONS | 2006年
关键词：
D O I：
10.1007/978-3-540-34288-5_95
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
The aim is to compute ASVD for large sparse matrices. In particular we will consider branches of selected singular values and the corresponding left/right singular vectors. We apply a predictor-corrector algorithm with an adaptive stepsize control.
引用
收藏
页码：954 / +
页数：3
相关论文
共 50 条
  • [21] A PARALLEL ALGORITHM FOR COMPUTING THE GENERALIZED SINGULAR-VALUE DECOMPOSITION
    BAI, ZJ
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 1994, 20 (03) : 280 - 288
  • [22] A toolbox for computing the singular value decomposition on distributed memory computers
    Grosser, B
    ZEITSCHRIFT FUR ANGEWANDTE MATHEMATIK UND MECHANIK, 2000, 80 : S803 - S804
  • [23] More accurate bidiagonal reduction for computing the singular value decomposition
    Barlow, JL
    SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2002, 23 (03) : 761 - 798
  • [24] A PARALLEL ALGORITHM FOR COMPUTING THE SINGULAR-VALUE DECOMPOSITION OF A MATRIX
    JESSUP, ER
    SORENSEN, DC
    SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 1994, 15 (02) : 530 - 548
  • [25] Compact Order Polynomial Singular Value Decomposition of a Matrix of Analytic Functions
    Bakhit, Mohammed A.
    Khattak, Faizan A.
    Proudler, Ian K.
    Weiss, Stephan
    Rice, Garrey W.
    2023 IEEE 9TH INTERNATIONAL WORKSHOP ON COMPUTATIONAL ADVANCES IN MULTI-SENSOR ADAPTIVE PROCESSING, CAMSAP, 2023, : 416 - 420
  • [26] NUMERICAL COMPUTATION OF AN ANALYTIC SINGULAR VALUE DECOMPOSITION OF A MATRIX VALUED FUNCTION
    BUNSEGERSTNER, A
    BYERS, R
    MEHRMANN, V
    NICHOLS, NK
    NUMERISCHE MATHEMATIK, 1991, 60 (01) : 1 - 39
  • [27] An Online Method to Detect Urban Computing Outliers via Higher-Order Singular Value Decomposition
    Souza, Thiago
    Aquino, Andre L. L.
    Gomes, Danielo G.
    SENSORS, 2019, 19 (20)
  • [28] Clustering large graphs via the Singular Value Decomposition
    Drineas, P
    Frieze, A
    Kannan, R
    Vempala, S
    Vinay, V
    MACHINE LEARNING, 2004, 56 (1-3) : 9 - 33
  • [29] Clustering Large Graphs via the Singular Value Decomposition
    P. Drineas
    A. Frieze
    R. Kannan
    S. Vempala
    V. Vinay
    Machine Learning, 2004, 56 : 9 - 33
  • [30] JORDAN FORM REALIZATION VIA SINGULAR VALUE DECOMPOSITION
    FAIRMAN, FW
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1988, 35 (11): : 1431 - 1434
12345