cpprfs.c

Go to the documentation of this file.

/* cpprfs.f -- translated by f2c (version 20061008).
   You must link the resulting object file with libf2c:
        on Microsoft Windows system, link with libf2c.lib;
        on Linux or Unix systems, link with .../path/to/libf2c.a -lm
        or, if you install libf2c.a in a standard place, with -lf2c -lm
        -- in that order, at the end of the command line, as in
                cc *.o -lf2c -lm
        Source for libf2c is in /netlib/f2c/libf2c.zip, e.g.,

                http://www.netlib.org/f2c/libf2c.zip
*/

#include "f2c.h"
#include "blaswrap.h"

/* Table of constant values */

static complex c_b1 = {1.f,0.f};
static integer c__1 = 1;

/* Subroutine */ int cpprfs_(char *uplo, integer *n, integer *nrhs, complex *
        ap, complex *afp, complex *b, integer *ldb, complex *x, integer *ldx, 
        real *ferr, real *berr, complex *work, real *rwork, integer *info)
{
    /* System generated locals */
    integer b_dim1, b_offset, x_dim1, x_offset, i__1, i__2, i__3, i__4, i__5;
    real r__1, r__2, r__3, r__4;
    complex q__1;

    /* Builtin functions */
    double r_imag(complex *);

    /* Local variables */
    integer i__, j, k;
    real s;
    integer ik, kk;
    real xk;
    integer nz;
    real eps;
    integer kase;
    real safe1, safe2;
    extern logical lsame_(char *, char *);
    integer isave[3];
    extern /* Subroutine */ int ccopy_(integer *, complex *, integer *, 
            complex *, integer *), chpmv_(char *, integer *, complex *, 
            complex *, complex *, integer *, complex *, complex *, integer *), caxpy_(integer *, complex *, complex *, integer *, 
            complex *, integer *);
    integer count;
    logical upper;
    extern /* Subroutine */ int clacn2_(integer *, complex *, complex *, real 
            *, integer *, integer *);
    extern doublereal slamch_(char *);
    real safmin;
    extern /* Subroutine */ int xerbla_(char *, integer *), cpptrs_(
            char *, integer *, integer *, complex *, complex *, integer *, 
            integer *);
    real lstres;


/*  -- LAPACK routine (version 3.2) -- */
/*     Univ. of Tennessee, Univ. of California Berkeley and NAG Ltd.. */
/*     November 2006 */

/*     Modified to call CLACN2 in place of CLACON, 10 Feb 03, SJH. */

/*     .. Scalar Arguments .. */
/*     .. */
/*     .. Array Arguments .. */
/*     .. */

/*  Purpose */
/*  ======= */

/*  CPPRFS improves the computed solution to a system of linear */
/*  equations when the coefficient matrix is Hermitian positive definite */
/*  and packed, and provides error bounds and backward error estimates */
/*  for the solution. */

/*  Arguments */
/*  ========= */

/*  UPLO    (input) CHARACTER*1 */
/*          = 'U':  Upper triangle of A is stored; */
/*          = 'L':  Lower triangle of A is stored. */

/*  N       (input) INTEGER */
/*          The order of the matrix A.  N >= 0. */

/*  NRHS    (input) INTEGER */
/*          The number of right hand sides, i.e., the number of columns */
/*          of the matrices B and X.  NRHS >= 0. */

/*  AP      (input) COMPLEX array, dimension (N*(N+1)/2) */
/*          The upper or lower triangle of the Hermitian matrix A, packed */
/*          columnwise in a linear array.  The j-th column of A is stored */
/*          in the array AP as follows: */
/*          if UPLO = 'U', AP(i + (j-1)*j/2) = A(i,j) for 1<=i<=j; */
/*          if UPLO = 'L', AP(i + (j-1)*(2n-j)/2) = A(i,j) for j<=i<=n. */

/*  AFP     (input) COMPLEX array, dimension (N*(N+1)/2) */
/*          The triangular factor U or L from the Cholesky factorization */
/*          A = U**H*U or A = L*L**H, as computed by SPPTRF/CPPTRF, */
/*          packed columnwise in a linear array in the same format as A */
/*          (see AP). */

/*  B       (input) COMPLEX array, dimension (LDB,NRHS) */
/*          The right hand side matrix B. */

/*  LDB     (input) INTEGER */
/*          The leading dimension of the array B.  LDB >= max(1,N). */

/*  X       (input/output) COMPLEX array, dimension (LDX,NRHS) */
/*          On entry, the solution matrix X, as computed by CPPTRS. */
/*          On exit, the improved solution matrix X. */

/*  LDX     (input) INTEGER */
/*          The leading dimension of the array X.  LDX >= max(1,N). */

/*  FERR    (output) REAL array, dimension (NRHS) */
/*          The estimated forward error bound for each solution vector */
/*          X(j) (the j-th column of the solution matrix X). */
/*          If XTRUE is the true solution corresponding to X(j), FERR(j) */
/*          is an estimated upper bound for the magnitude of the largest */
/*          element in (X(j) - XTRUE) divided by the magnitude of the */
/*          largest element in X(j).  The estimate is as reliable as */
/*          the estimate for RCOND, and is almost always a slight */
/*          overestimate of the true error. */

/*  BERR    (output) REAL array, dimension (NRHS) */
/*          The componentwise relative backward error of each solution */
/*          vector X(j) (i.e., the smallest relative change in */
/*          any element of A or B that makes X(j) an exact solution). */

/*  WORK    (workspace) COMPLEX array, dimension (2*N) */

/*  RWORK   (workspace) REAL array, dimension (N) */

/*  INFO    (output) INTEGER */
/*          = 0:  successful exit */
/*          < 0:  if INFO = -i, the i-th argument had an illegal value */

/*  Internal Parameters */
/*  =================== */

/*  ITMAX is the maximum number of steps of iterative refinement. */

/*  ==================================================================== */

/*     .. Parameters .. */
/*     .. */
/*     .. Local Scalars .. */
/*     .. */
/*     .. Local Arrays .. */
/*     .. */
/*     .. External Subroutines .. */
/*     .. */
/*     .. Intrinsic Functions .. */
/*     .. */
/*     .. External Functions .. */
/*     .. */
/*     .. Statement Functions .. */
/*     .. */
/*     .. Statement Function definitions .. */
/*     .. */
/*     .. Executable Statements .. */

/*     Test the input parameters. */

    /* Parameter adjustments */
    --ap;
    --afp;
    b_dim1 = *ldb;
    b_offset = 1 + b_dim1;
    b -= b_offset;
    x_dim1 = *ldx;
    x_offset = 1 + x_dim1;
    x -= x_offset;
    --ferr;
    --berr;
    --work;
    --rwork;

    /* Function Body */
    *info = 0;
    upper = lsame_(uplo, "U");
    if (! upper && ! lsame_(uplo, "L")) {
        *info = -1;
    } else if (*n < 0) {
        *info = -2;
    } else if (*nrhs < 0) {
        *info = -3;
    } else if (*ldb < max(1,*n)) {
        *info = -7;
    } else if (*ldx < max(1,*n)) {
        *info = -9;
    }
    if (*info != 0) {
        i__1 = -(*info);
        xerbla_("CPPRFS", &i__1);
        return 0;
    }

/*     Quick return if possible */

    if (*n == 0 || *nrhs == 0) {
        i__1 = *nrhs;
        for (j = 1; j <= i__1; ++j) {
            ferr[j] = 0.f;
            berr[j] = 0.f;
/* L10: */
        }
        return 0;
    }

/*     NZ = maximum number of nonzero elements in each row of A, plus 1 */

    nz = *n + 1;
    eps = slamch_("Epsilon");
    safmin = slamch_("Safe minimum");
    safe1 = nz * safmin;
    safe2 = safe1 / eps;

/*     Do for each right hand side */

    i__1 = *nrhs;
    for (j = 1; j <= i__1; ++j) {

        count = 1;
        lstres = 3.f;
L20:

/*        Loop until stopping criterion is satisfied. */

/*        Compute residual R = B - A * X */

        ccopy_(n, &b[j * b_dim1 + 1], &c__1, &work[1], &c__1);
        q__1.r = -1.f, q__1.i = -0.f;
        chpmv_(uplo, n, &q__1, &ap[1], &x[j * x_dim1 + 1], &c__1, &c_b1, &
                work[1], &c__1);

/*        Compute componentwise relative backward error from formula */

/*        max(i) ( abs(R(i)) / ( abs(A)*abs(X) + abs(B) )(i) ) */

/*        where abs(Z) is the componentwise absolute value of the matrix */
/*        or vector Z.  If the i-th component of the denominator is less */
/*        than SAFE2, then SAFE1 is added to the i-th components of the */
/*        numerator and denominator before dividing. */

        i__2 = *n;
        for (i__ = 1; i__ <= i__2; ++i__) {
            i__3 = i__ + j * b_dim1;
            rwork[i__] = (r__1 = b[i__3].r, dabs(r__1)) + (r__2 = r_imag(&b[
                    i__ + j * b_dim1]), dabs(r__2));
/* L30: */
        }

/*        Compute abs(A)*abs(X) + abs(B). */

        kk = 1;
        if (upper) {
            i__2 = *n;
            for (k = 1; k <= i__2; ++k) {
                s = 0.f;
                i__3 = k + j * x_dim1;
                xk = (r__1 = x[i__3].r, dabs(r__1)) + (r__2 = r_imag(&x[k + j 
                        * x_dim1]), dabs(r__2));
                ik = kk;
                i__3 = k - 1;
                for (i__ = 1; i__ <= i__3; ++i__) {
                    i__4 = ik;
                    rwork[i__] += ((r__1 = ap[i__4].r, dabs(r__1)) + (r__2 = 
                            r_imag(&ap[ik]), dabs(r__2))) * xk;
                    i__4 = ik;
                    i__5 = i__ + j * x_dim1;
                    s += ((r__1 = ap[i__4].r, dabs(r__1)) + (r__2 = r_imag(&
                            ap[ik]), dabs(r__2))) * ((r__3 = x[i__5].r, dabs(
                            r__3)) + (r__4 = r_imag(&x[i__ + j * x_dim1]), 
                            dabs(r__4)));
                    ++ik;
/* L40: */
                }
                i__3 = kk + k - 1;
                rwork[k] = rwork[k] + (r__1 = ap[i__3].r, dabs(r__1)) * xk + 
                        s;
                kk += k;
/* L50: */
            }
        } else {
            i__2 = *n;
            for (k = 1; k <= i__2; ++k) {
                s = 0.f;
                i__3 = k + j * x_dim1;
                xk = (r__1 = x[i__3].r, dabs(r__1)) + (r__2 = r_imag(&x[k + j 
                        * x_dim1]), dabs(r__2));
                i__3 = kk;
                rwork[k] += (r__1 = ap[i__3].r, dabs(r__1)) * xk;
                ik = kk + 1;
                i__3 = *n;
                for (i__ = k + 1; i__ <= i__3; ++i__) {
                    i__4 = ik;
                    rwork[i__] += ((r__1 = ap[i__4].r, dabs(r__1)) + (r__2 = 
                            r_imag(&ap[ik]), dabs(r__2))) * xk;
                    i__4 = ik;
                    i__5 = i__ + j * x_dim1;
                    s += ((r__1 = ap[i__4].r, dabs(r__1)) + (r__2 = r_imag(&
                            ap[ik]), dabs(r__2))) * ((r__3 = x[i__5].r, dabs(
                            r__3)) + (r__4 = r_imag(&x[i__ + j * x_dim1]), 
                            dabs(r__4)));
                    ++ik;
/* L60: */
                }
                rwork[k] += s;
                kk += *n - k + 1;
/* L70: */
            }
        }
        s = 0.f;
        i__2 = *n;
        for (i__ = 1; i__ <= i__2; ++i__) {
            if (rwork[i__] > safe2) {
/* Computing MAX */
                i__3 = i__;
                r__3 = s, r__4 = ((r__1 = work[i__3].r, dabs(r__1)) + (r__2 = 
                        r_imag(&work[i__]), dabs(r__2))) / rwork[i__];
                s = dmax(r__3,r__4);
            } else {
/* Computing MAX */
                i__3 = i__;
                r__3 = s, r__4 = ((r__1 = work[i__3].r, dabs(r__1)) + (r__2 = 
                        r_imag(&work[i__]), dabs(r__2)) + safe1) / (rwork[i__]
                         + safe1);
                s = dmax(r__3,r__4);
            }
/* L80: */
        }
        berr[j] = s;

/*        Test stopping criterion. Continue iterating if */
/*           1) The residual BERR(J) is larger than machine epsilon, and */
/*           2) BERR(J) decreased by at least a factor of 2 during the */
/*              last iteration, and */
/*           3) At most ITMAX iterations tried. */

        if (berr[j] > eps && berr[j] * 2.f <= lstres && count <= 5) {

/*           Update solution and try again. */

            cpptrs_(uplo, n, &c__1, &afp[1], &work[1], n, info);
            caxpy_(n, &c_b1, &work[1], &c__1, &x[j * x_dim1 + 1], &c__1);
            lstres = berr[j];
            ++count;
            goto L20;
        }

/*        Bound error from formula */

/*        norm(X - XTRUE) / norm(X) .le. FERR = */
/*        norm( abs(inv(A))* */
/*           ( abs(R) + NZ*EPS*( abs(A)*abs(X)+abs(B) ))) / norm(X) */

/*        where */
/*          norm(Z) is the magnitude of the largest component of Z */
/*          inv(A) is the inverse of A */
/*          abs(Z) is the componentwise absolute value of the matrix or */
/*             vector Z */
/*          NZ is the maximum number of nonzeros in any row of A, plus 1 */
/*          EPS is machine epsilon */

/*        The i-th component of abs(R)+NZ*EPS*(abs(A)*abs(X)+abs(B)) */
/*        is incremented by SAFE1 if the i-th component of */
/*        abs(A)*abs(X) + abs(B) is less than SAFE2. */

/*        Use CLACN2 to estimate the infinity-norm of the matrix */
/*           inv(A) * diag(W), */
/*        where W = abs(R) + NZ*EPS*( abs(A)*abs(X)+abs(B) ))) */

        i__2 = *n;
        for (i__ = 1; i__ <= i__2; ++i__) {
            if (rwork[i__] > safe2) {
                i__3 = i__;
                rwork[i__] = (r__1 = work[i__3].r, dabs(r__1)) + (r__2 = 
                        r_imag(&work[i__]), dabs(r__2)) + nz * eps * rwork[
                        i__];
            } else {
                i__3 = i__;
                rwork[i__] = (r__1 = work[i__3].r, dabs(r__1)) + (r__2 = 
                        r_imag(&work[i__]), dabs(r__2)) + nz * eps * rwork[
                        i__] + safe1;
            }
/* L90: */
        }

        kase = 0;
L100:
        clacn2_(n, &work[*n + 1], &work[1], &ferr[j], &kase, isave);
        if (kase != 0) {
            if (kase == 1) {

/*              Multiply by diag(W)*inv(A'). */

                cpptrs_(uplo, n, &c__1, &afp[1], &work[1], n, info)
                        ;
                i__2 = *n;
                for (i__ = 1; i__ <= i__2; ++i__) {
                    i__3 = i__;
                    i__4 = i__;
                    i__5 = i__;
                    q__1.r = rwork[i__4] * work[i__5].r, q__1.i = rwork[i__4] 
                            * work[i__5].i;
                    work[i__3].r = q__1.r, work[i__3].i = q__1.i;
/* L110: */
                }
            } else if (kase == 2) {

/*              Multiply by inv(A)*diag(W). */

                i__2 = *n;
                for (i__ = 1; i__ <= i__2; ++i__) {
                    i__3 = i__;
                    i__4 = i__;
                    i__5 = i__;
                    q__1.r = rwork[i__4] * work[i__5].r, q__1.i = rwork[i__4] 
                            * work[i__5].i;
                    work[i__3].r = q__1.r, work[i__3].i = q__1.i;
/* L120: */
                }
                cpptrs_(uplo, n, &c__1, &afp[1], &work[1], n, info)
                        ;
            }
            goto L100;
        }

/*        Normalize error. */

        lstres = 0.f;
        i__2 = *n;
        for (i__ = 1; i__ <= i__2; ++i__) {
/* Computing MAX */
            i__3 = i__ + j * x_dim1;
            r__3 = lstres, r__4 = (r__1 = x[i__3].r, dabs(r__1)) + (r__2 = 
                    r_imag(&x[i__ + j * x_dim1]), dabs(r__2));
            lstres = dmax(r__3,r__4);
/* L130: */
        }
        if (lstres != 0.f) {
            ferr[j] /= lstres;
        }

/* L140: */
    }

    return 0;

/*     End of CPPRFS */

} /* cpprfs_ */