SLASD6(3S)SLASD6(3S)NAME
SLASD6 - compute the SVD of an updated upper bidiagonal matrix B obtained
by merging two smaller ones by appending a row
SYNOPSIS
SUBROUTINE SLASD6( ICOMPQ, NL, NR, SQRE, D, VF, VL, ALPHA, BETA, IDXQ,
PERM, GIVPTR, GIVCOL, LDGCOL, GIVNUM, LDGNUM, POLES,
DIFL, DIFR, Z, K, C, S, WORK, IWORK, INFO )
INTEGER GIVPTR, ICOMPQ, INFO, K, LDGCOL, LDGNUM, NL, NR, SQRE
REAL ALPHA, BETA, C, S
INTEGER GIVCOL( LDGCOL, * ), IDXQ( * ), IWORK( * ), PERM( * )
REAL D( * ), DIFL( * ), DIFR( * ), GIVNUM( LDGNUM, * ),
POLES( LDGNUM, * ), VF( * ), VL( * ), WORK( * ), Z( *
)
IMPLEMENTATION
These routines are part of the SCSL Scientific Library and can be loaded
using either the -lscs or the -lscs_mp option. The -lscs_mp option
directs the linker to use the multi-processor version of the library.
When linking to SCSL with -lscs or -lscs_mp, the default integer size is
4 bytes (32 bits). Another version of SCSL is available in which integers
are 8 bytes (64 bits). This version allows the user access to larger
memory sizes and helps when porting legacy Cray codes. It can be loaded
by using the -lscs_i8 option or the -lscs_i8_mp option. A program may use
only one of the two versions; 4-byte integer and 8-byte integer library
calls cannot be mixed.
PURPOSE
SLASD6 computes the SVD of an updated upper bidiagonal matrix B obtained
by merging two smaller ones by appending a row. This routine is used only
for the problem which requires all singular values and optionally
singular vector matrices in factored form. B is an N-by-M matrix with N
= NL + NR + 1 and M = N + SQRE. A related subroutine, SLASD1, handles
the case in which all singular values and singular vectors of the
bidiagonal matrix are desired.
SLASD6 computes the SVD as follows:
( D1(in) 0 0 0 )
B = U(in) * ( Z1' a Z2' b ) * VT(in)
( 0 0 D2(in) 0 )
= U(out) * ( D(out) 0) * VT(out)
where Z' = (Z1' a Z2' b) = u' VT', and u is a vector of dimension M with
ALPHA and BETA in the NL+1 and NL+2 th entries and zeros elsewhere; and
the entry b is empty if SQRE = 0.
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SLASD6(3S)SLASD6(3S)
The singular values of B can be computed using D1, D2, the first
components of all the right singular vectors of the lower block, and the
last components of all the right singular vectors of the upper block.
These components are stored and updated in VF and VL, respectively, in
SLASD6. Hence U and VT are not explicitly referenced.
The singular values are stored in D. The algorithm consists of two
stages:
The first stage consists of deflating the size of the problem
when there are multiple singular values or if there is a zero
in the Z vector. For each such occurence the dimension of the
secular equation problem is reduced by one. This stage is
performed by the routine SLASD7.
The second stage consists of calculating the updated
singular values. This is done by finding the roots of the
secular equation via the routine SLASD4 (as called by SLASD8).
This routine also updates VF and VL and computes the distances
between the updated singular values and the old singular
values.
SLASD6 is called from SLASDA.
ARGUMENTS
ICOMPQ (input) INTEGER Specifies whether singular vectors are to be
computed in factored form:
= 0: Compute singular values only.
= 1: Compute singular vectors in factored form as well.
NL (input) INTEGER
The row dimension of the upper block. NL >= 1.
NR (input) INTEGER
The row dimension of the lower block. NR >= 1.
SQRE (input) INTEGER
= 0: the lower block is an NR-by-NR square matrix.
= 1: the lower block is an NR-by-(NR+1) rectangular matrix.
The bidiagonal matrix has row dimension N = NL + NR + 1, and
column dimension M = N + SQRE.
D (input/output) REAL array, dimension ( NL+NR+1 ).
On entry D(1:NL,1:NL) contains the singular values of the
upper block, and D(NL+2:N) contains the singular values
of the lower block. On exit D(1:N) contains the singular values of
the modified matrix.
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SLASD6(3S)SLASD6(3S)
VF (input/output) REAL array, dimension ( M )
On entry, VF(1:NL+1) contains the first components of all
right singular vectors of the upper block; and VF(NL+2:M) contains
the first components of all right singular vectors of the lower
block. On exit, VF contains the first components of all right
singular vectors of the bidiagonal matrix.
VL (input/output) REAL array, dimension ( M )
On entry, VL(1:NL+1) contains the last components of all
right singular vectors of the upper block; and VL(NL+2:M) contains
the last components of all right singular vectors of the lower
block. On exit, VL contains the last components of all right
singular vectors of the bidiagonal matrix.
ALPHA (input) REAL
Contains the diagonal element associated with the added row.
BETA (input) REAL
Contains the off-diagonal element associated with the added row.
IDXQ (output) INTEGER array, dimension ( N )
This contains the permutation which will reintegrate the
subproblem just solved back into sorted order, i.e. D( IDXQ( I =
1, N ) ) will be in ascending order.
PERM (output) INTEGER array, dimension ( N )
The permutations (from deflation and sorting) to be applied to
each block. Not referenced if ICOMPQ = 0.
GIVPTR (output) INTEGER The number of Givens rotations which took
place in this subproblem. Not referenced if ICOMPQ = 0.
GIVCOL (output) INTEGER array, dimension ( LDGCOL, 2 ) Each pair
of numbers indicates a pair of columns to take place in a Givens
rotation. Not referenced if ICOMPQ = 0.
LDGCOL (input) INTEGER leading dimension of GIVCOL, must be at
least N.
GIVNUM (output) REAL array, dimension ( LDGNUM, 2 ) Each number
indicates the C or S value to be used in the corresponding Givens
rotation. Not referenced if ICOMPQ = 0.
LDGNUM (input) INTEGER The leading dimension of GIVNUM and POLES,
must be at least N.
POLES (output) REAL array, dimension ( LDGNUM, 2 )
On exit, POLES(1,*) is an array containing the new singular values
obtained from solving the secular equation, and POLES(2,*) is an
array containing the poles in the secular equation. Not referenced
if ICOMPQ = 0.
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SLASD6(3S)SLASD6(3S)
DIFL (output) REAL array, dimension ( N )
On exit, DIFL(I) is the distance between I-th updated (undeflated)
singular value and the I-th (undeflated) old singular value.
DIFR (output) REAL array,
dimension ( LDGNUM, 2 ) if ICOMPQ = 1 and dimension ( N ) if
ICOMPQ = 0. On exit, DIFR(I, 1) is the distance between I-th
updated (undeflated) singular value and the I+1-th (undeflated)
old singular value.
If ICOMPQ = 1, DIFR(1:K,2) is an array containing the normalizing
factors for the right singular vector matrix.
See SLASD8 for details on DIFL and DIFR.
Z (output) REAL array, dimension ( M )
The first elements of this array contain the components of the
deflation-adjusted updating row vector.
K (output) INTEGER
Contains the dimension of the non-deflated matrix, This is the
order of the related secular equation. 1 <= K <=N.
C (output) REAL
C contains garbage if SQRE =0 and the C-value of a Givens rotation
related to the right null space if SQRE = 1.
S (output) REAL
S contains garbage if SQRE =0 and the S-value of a Givens rotation
related to the right null space if SQRE = 1.
WORK (workspace) REAL array, dimension ( 4 * M )
IWORK (workspace) INTEGER array, dimension ( 3 * N )
INFO (output) INTEGER
= 0: successful exit.
< 0: if INFO = -i, the i-th argument had an illegal value.
> 0: if INFO = 1, an singular value did not converge
FURTHER DETAILS
Based on contributions by
Ming Gu and Huan Ren, Computer Science Division, University of
California at Berkeley, USA
SEE ALSOINTRO_LAPACK(3S), INTRO_SCSL(3S)
This man page is available only online.
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