NAME spoequ - compute row and column scalings intended to equili- brate a symmetric positive definite matrix A and reduce its condition number (with respect to the two-norm) SYNOPSIS SUBROUTINE SPOEQU( N, A, LDA, S, SCOND, AMAX, INFO ) INTEGER INFO, LDA, N REAL AMAX, SCOND REAL A( LDA, * ), S( * ) #include <sunperf.h> void spoequ(int n, float *sa, int lda, float *s, float *scond, float *amax, int *info) ; PURPOSE SPOEQU computes row and column scalings intended to equili- brate a symmetric positive definite matrix A and reduce its condition number (with respect to the two-norm). S contains the scale factors, S(i) = 1/sqrt(A(i,i)), chosen so that the scaled matrix B with elements B(i,j) = S(i)*A(i,j)*S(j) has ones on the diagonal. This choice of S puts the condition number of B within a factor N of the smallest possible con- dition number over all possible diagonal scalings. ARGUMENTS N (input) INTEGER The order of the matrix A. N >= 0. A (input) REAL array, dimension (LDA,N) The N-by-N symmetric positive definite matrix whose scaling factors are to be computed. Only the diagonal elements of A are referenced. LDA (input) INTEGER The leading dimension of the array A. LDA >= max(1,N). S (output) REAL array, dimension (N) If INFO = 0, S contains the scale factors for A. SCOND (output) REAL If INFO = 0, S contains the ratio of the smallest S(i) to the largest S(i). If SCOND >= 0.1 and AMAX is neither too large nor too small, it is not worth scaling by S. AMAX (output) REAL Absolute value of largest matrix element. If AMAX is very close to overflow or very close to under- flow, the matrix should be scaled. INFO (output) INTEGER = 0: successful exit < 0: if INFO = -i, the i-th argument had an ille- gal value > 0: if INFO = i, the i-th diagonal element is nonpositive.
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