slatrs (l)  Linux Man Pages
slatrs: solves one of the triangular systems A *x = s*b or Aaq*x = s*b with scaling to prevent overflow
NAME
SLATRS  solves one of the triangular systems A *x = s*b or Aaq*x = s*b with scaling to prevent overflowSYNOPSIS
 SUBROUTINE SLATRS(
 UPLO, TRANS, DIAG, NORMIN, N, A, LDA, X, SCALE, CNORM, INFO )
 CHARACTER DIAG, NORMIN, TRANS, UPLO
 INTEGER INFO, LDA, N
 REAL SCALE
 REAL A( LDA, * ), CNORM( * ), X( * )
PURPOSE
SLATRS solves one of the triangular systems triangular matrix, Aaq denotes the transpose of A, x and b are nelement vectors, and s is a scaling factor, usually less than or equal to 1, chosen so that the components of x will be less than the overflow threshold. If the unscaled problem will not cause overflow, the Level 2 BLAS routine STRSV is called. If the matrix A is singular (A(j,j) = 0 for some j), then s is set to 0 and a nontrivial solution to A*x = 0 is returned.ARGUMENTS
 UPLO (input) CHARACTER*1

Specifies whether the matrix A is upper or lower triangular.
= aqUaq: Upper triangular
= aqLaq: Lower triangular  TRANS (input) CHARACTER*1

Specifies the operation applied to A.
= aqNaq: Solve A * x = s*b (No transpose)
= aqTaq: Solve Aaq* x = s*b (Transpose)
= aqCaq: Solve Aaq* x = s*b (Conjugate transpose = Transpose)  DIAG (input) CHARACTER*1

Specifies whether or not the matrix A is unit triangular.
= aqNaq: Nonunit triangular
= aqUaq: Unit triangular  NORMIN (input) CHARACTER*1

Specifies whether CNORM has been set or not.
= aqYaq: CNORM contains the column norms on entry
= aqNaq: CNORM is not set on entry. On exit, the norms will be computed and stored in CNORM.  N (input) INTEGER
 The order of the matrix A. N >= 0.
 A (input) REAL array, dimension (LDA,N)
 The triangular matrix A. If UPLO = aqUaq, the leading n by n upper triangular part of the array A contains the upper triangular matrix, and the strictly lower triangular part of A is not referenced. If UPLO = aqLaq, the leading n by n lower triangular part of the array A contains the lower triangular matrix, and the strictly upper triangular part of A is not referenced. If DIAG = aqUaq, the diagonal elements of A are also not referenced and are assumed to be 1.
 LDA (input) INTEGER
 The leading dimension of the array A. LDA >= max (1,N).
 X (input/output) REAL array, dimension (N)
 On entry, the right hand side b of the triangular system. On exit, X is overwritten by the solution vector x.
 SCALE (output) REAL
 The scaling factor s for the triangular system A * x = s*b or Aaq* x = s*b. If SCALE = 0, the matrix A is singular or badly scaled, and the vector x is an exact or approximate solution to A*x = 0.
 CNORM (input or output) REAL array, dimension (N)
 If NORMIN = aqYaq, CNORM is an input argument and CNORM(j) contains the norm of the offdiagonal part of the jth column of A. If TRANS = aqNaq, CNORM(j) must be greater than or equal to the infinitynorm, and if TRANS = aqTaq or aqCaq, CNORM(j) must be greater than or equal to the 1norm. If NORMIN = aqNaq, CNORM is an output argument and CNORM(j) returns the 1norm of the offdiagonal part of the jth column of A.
 INFO (output) INTEGER

= 0: successful exit
< 0: if INFO = k, the kth argument had an illegal value
FURTHER DETAILS
A rough bound on x is computed; if that is less than overflow, STRSV is called, otherwise, specific code is used which checks for possible overflow or dividebyzero at every operation.A columnwise scheme is used for solving A*x = b. The basic algorithm if A is lower triangular is
Define bounds on the components of x after j iterations of the loop:
M(j)
G(j)
Initially, let M(0) = 0 and G(0) = max{x(i), i=1,...,n}.
Then for iteration j+1 we have
M(j+1)
G(j+1)
where CNORM(j+1) is greater than or equal to the infinitynorm of column j+1 of A, not counting the diagonal. Hence
G(j)
and
x(j)
Since x(j) <= M(j), we use the Level 2 BLAS routine STRSV if the reciprocal of the largest M(j), j=1,..,n, is larger than
max(underflow, 1/overflow).
The bound on x(j) is also used to determine when a step in the columnwise method can be performed without fear of overflow. If the computed bound is greater than a large constant, x is scaled to prevent overflow, but if the bound overflows, x is set to 0, x(j) to 1, and scale to 0, and a nontrivial solution to A*x = 0 is found. Similarly, a rowwise scheme is used to solve Aaq*x = b. The basic algorithm for A upper triangular is
We simultaneously compute two bounds
The initial values are G(0) = 0, M(0) = max{b(i), i=1,..,n}, and we add the constraint G(j) >= G(j1) and M(j) >= M(j1) for j >= 1. Then the bound on x(j) is
and we can safely call STRSV if 1/M(n) and 1/G(n) are both greater than max(underflow, 1/overflow).