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							- /* dgelsy.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 integer c__1 = 1;
 
- static integer c_n1 = -1;
 
- static integer c__0 = 0;
 
- static doublereal c_b31 = 0.;
 
- static integer c__2 = 2;
 
- static doublereal c_b54 = 1.;
 
- /* Subroutine */ int dgelsy_(integer *m, integer *n, integer *nrhs, 
 
- 	doublereal *a, integer *lda, doublereal *b, integer *ldb, integer *
 
- 	jpvt, doublereal *rcond, integer *rank, doublereal *work, integer *
 
- 	lwork, integer *info)
 
- {
 
-     /* System generated locals */
 
-     integer a_dim1, a_offset, b_dim1, b_offset, i__1, i__2;
 
-     doublereal d__1, d__2;
 
-     /* Local variables */
 
-     integer i__, j;
 
-     doublereal c1, c2, s1, s2;
 
-     integer nb, mn, nb1, nb2, nb3, nb4;
 
-     doublereal anrm, bnrm, smin, smax;
 
-     integer iascl, ibscl;
 
-     extern /* Subroutine */ int dcopy_(integer *, doublereal *, integer *, 
 
- 	    doublereal *, integer *);
 
-     integer ismin, ismax;
 
-     extern /* Subroutine */ int dtrsm_(char *, char *, char *, char *, 
 
- 	    integer *, integer *, doublereal *, doublereal *, integer *, 
 
- 	    doublereal *, integer *), dlaic1_(
 
- 	    integer *, integer *, doublereal *, doublereal *, doublereal *, 
 
- 	    doublereal *, doublereal *, doublereal *, doublereal *);
 
-     doublereal wsize;
 
-     extern /* Subroutine */ int dgeqp3_(integer *, integer *, doublereal *, 
 
- 	    integer *, integer *, doublereal *, doublereal *, integer *, 
 
- 	    integer *), dlabad_(doublereal *, doublereal *);
 
-     extern doublereal dlamch_(char *), dlange_(char *, integer *, 
 
- 	    integer *, doublereal *, integer *, doublereal *);
 
-     extern /* Subroutine */ int dlascl_(char *, integer *, integer *, 
 
- 	    doublereal *, doublereal *, integer *, integer *, doublereal *, 
 
- 	    integer *, integer *), dlaset_(char *, integer *, integer 
 
- 	    *, doublereal *, doublereal *, doublereal *, integer *), 
 
- 	    xerbla_(char *, integer *);
 
-     extern integer ilaenv_(integer *, char *, char *, integer *, integer *, 
 
- 	    integer *, integer *);
 
-     doublereal bignum;
 
-     integer lwkmin;
 
-     extern /* Subroutine */ int dormqr_(char *, char *, integer *, integer *, 
 
- 	    integer *, doublereal *, integer *, doublereal *, doublereal *, 
 
- 	    integer *, doublereal *, integer *, integer *);
 
-     doublereal sminpr, smaxpr, smlnum;
 
-     extern /* Subroutine */ int dormrz_(char *, char *, integer *, integer *, 
 
- 	    integer *, integer *, doublereal *, integer *, doublereal *, 
 
- 	    doublereal *, integer *, doublereal *, integer *, integer *);
 
-     integer lwkopt;
 
-     logical lquery;
 
-     extern /* Subroutine */ int dtzrzf_(integer *, integer *, doublereal *, 
 
- 	    integer *, doublereal *, doublereal *, integer *, integer *);
 
- /*  -- LAPACK driver routine (version 3.2) -- */
 
- /*     Univ. of Tennessee, Univ. of California Berkeley and NAG Ltd.. */
 
- /*     November 2006 */
 
- /*     .. Scalar Arguments .. */
 
- /*     .. */
 
- /*     .. Array Arguments .. */
 
- /*     .. */
 
- /*  Purpose */
 
- /*  ======= */
 
- /*  DGELSY computes the minimum-norm solution to a real linear least */
 
- /*  squares problem: */
 
- /*      minimize || A * X - B || */
 
- /*  using a complete orthogonal factorization of A.  A is an M-by-N */
 
- /*  matrix which may be rank-deficient. */
 
- /*  Several right hand side vectors b and solution vectors x can be */
 
- /*  handled in a single call; they are stored as the columns of the */
 
- /*  M-by-NRHS right hand side matrix B and the N-by-NRHS solution */
 
- /*  matrix X. */
 
- /*  The routine first computes a QR factorization with column pivoting: */
 
- /*      A * P = Q * [ R11 R12 ] */
 
- /*                  [  0  R22 ] */
 
- /*  with R11 defined as the largest leading submatrix whose estimated */
 
- /*  condition number is less than 1/RCOND.  The order of R11, RANK, */
 
- /*  is the effective rank of A. */
 
- /*  Then, R22 is considered to be negligible, and R12 is annihilated */
 
- /*  by orthogonal transformations from the right, arriving at the */
 
- /*  complete orthogonal factorization: */
 
- /*     A * P = Q * [ T11 0 ] * Z */
 
- /*                 [  0  0 ] */
 
- /*  The minimum-norm solution is then */
 
- /*     X = P * Z' [ inv(T11)*Q1'*B ] */
 
- /*                [        0       ] */
 
- /*  where Q1 consists of the first RANK columns of Q. */
 
- /*  This routine is basically identical to the original xGELSX except */
 
- /*  three differences: */
 
- /*    o The call to the subroutine xGEQPF has been substituted by the */
 
- /*      the call to the subroutine xGEQP3. This subroutine is a Blas-3 */
 
- /*      version of the QR factorization with column pivoting. */
 
- /*    o Matrix B (the right hand side) is updated with Blas-3. */
 
- /*    o The permutation of matrix B (the right hand side) is faster and */
 
- /*      more simple. */
 
- /*  Arguments */
 
- /*  ========= */
 
- /*  M       (input) INTEGER */
 
- /*          The number of rows of the matrix A.  M >= 0. */
 
- /*  N       (input) INTEGER */
 
- /*          The number of columns of the matrix A.  N >= 0. */
 
- /*  NRHS    (input) INTEGER */
 
- /*          The number of right hand sides, i.e., the number of */
 
- /*          columns of matrices B and X. NRHS >= 0. */
 
- /*  A       (input/output) DOUBLE PRECISION array, dimension (LDA,N) */
 
- /*          On entry, the M-by-N matrix A. */
 
- /*          On exit, A has been overwritten by details of its */
 
- /*          complete orthogonal factorization. */
 
- /*  LDA     (input) INTEGER */
 
- /*          The leading dimension of the array A.  LDA >= max(1,M). */
 
- /*  B       (input/output) DOUBLE PRECISION array, dimension (LDB,NRHS) */
 
- /*          On entry, the M-by-NRHS right hand side matrix B. */
 
- /*          On exit, the N-by-NRHS solution matrix X. */
 
- /*  LDB     (input) INTEGER */
 
- /*          The leading dimension of the array B. LDB >= max(1,M,N). */
 
- /*  JPVT    (input/output) INTEGER array, dimension (N) */
 
- /*          On entry, if JPVT(i) .ne. 0, the i-th column of A is permuted */
 
- /*          to the front of AP, otherwise column i is a free column. */
 
- /*          On exit, if JPVT(i) = k, then the i-th column of AP */
 
- /*          was the k-th column of A. */
 
- /*  RCOND   (input) DOUBLE PRECISION */
 
- /*          RCOND is used to determine the effective rank of A, which */
 
- /*          is defined as the order of the largest leading triangular */
 
- /*          submatrix R11 in the QR factorization with pivoting of A, */
 
- /*          whose estimated condition number < 1/RCOND. */
 
- /*  RANK    (output) INTEGER */
 
- /*          The effective rank of A, i.e., the order of the submatrix */
 
- /*          R11.  This is the same as the order of the submatrix T11 */
 
- /*          in the complete orthogonal factorization of A. */
 
- /*  WORK    (workspace/output) DOUBLE PRECISION array, dimension (MAX(1,LWORK)) */
 
- /*          On exit, if INFO = 0, WORK(1) returns the optimal LWORK. */
 
- /*  LWORK   (input) INTEGER */
 
- /*          The dimension of the array WORK. */
 
- /*          The unblocked strategy requires that: */
 
- /*             LWORK >= MAX( MN+3*N+1, 2*MN+NRHS ), */
 
- /*          where MN = min( M, N ). */
 
- /*          The block algorithm requires that: */
 
- /*             LWORK >= MAX( MN+2*N+NB*(N+1), 2*MN+NB*NRHS ), */
 
- /*          where NB is an upper bound on the blocksize returned */
 
- /*          by ILAENV for the routines DGEQP3, DTZRZF, STZRQF, DORMQR, */
 
- /*          and DORMRZ. */
 
- /*          If LWORK = -1, then a workspace query is assumed; the routine */
 
- /*          only calculates the optimal size of the WORK array, returns */
 
- /*          this value as the first entry of the WORK array, and no error */
 
- /*          message related to LWORK is issued by XERBLA. */
 
- /*  INFO    (output) INTEGER */
 
- /*          = 0: successful exit */
 
- /*          < 0: If INFO = -i, the i-th argument had an illegal value. */
 
- /*  Further Details */
 
- /*  =============== */
 
- /*  Based on contributions by */
 
- /*    A. Petitet, Computer Science Dept., Univ. of Tenn., Knoxville, USA */
 
- /*    E. Quintana-Orti, Depto. de Informatica, Universidad Jaime I, Spain */
 
- /*    G. Quintana-Orti, Depto. de Informatica, Universidad Jaime I, Spain */
 
- /*  ===================================================================== */
 
- /*     .. Parameters .. */
 
- /*     .. */
 
- /*     .. Local Scalars .. */
 
- /*     .. */
 
- /*     .. External Functions .. */
 
- /*     .. */
 
- /*     .. External Subroutines .. */
 
- /*     .. */
 
- /*     .. Intrinsic Functions .. */
 
- /*     .. */
 
- /*     .. Executable Statements .. */
 
-     /* Parameter adjustments */
 
-     a_dim1 = *lda;
 
-     a_offset = 1 + a_dim1;
 
-     a -= a_offset;
 
-     b_dim1 = *ldb;
 
-     b_offset = 1 + b_dim1;
 
-     b -= b_offset;
 
-     --jpvt;
 
-     --work;
 
-     /* Function Body */
 
-     mn = min(*m,*n);
 
-     ismin = mn + 1;
 
-     ismax = (mn << 1) + 1;
 
- /*     Test the input arguments. */
 
-     *info = 0;
 
-     lquery = *lwork == -1;
 
-     if (*m < 0) {
 
- 	*info = -1;
 
-     } else if (*n < 0) {
 
- 	*info = -2;
 
-     } else if (*nrhs < 0) {
 
- 	*info = -3;
 
-     } else if (*lda < max(1,*m)) {
 
- 	*info = -5;
 
-     } else /* if(complicated condition) */ {
 
- /* Computing MAX */
 
- 	i__1 = max(1,*m);
 
- 	if (*ldb < max(i__1,*n)) {
 
- 	    *info = -7;
 
- 	}
 
-     }
 
- /*     Figure out optimal block size */
 
-     if (*info == 0) {
 
- 	if (mn == 0 || *nrhs == 0) {
 
- 	    lwkmin = 1;
 
- 	    lwkopt = 1;
 
- 	} else {
 
- 	    nb1 = ilaenv_(&c__1, "DGEQRF", " ", m, n, &c_n1, &c_n1);
 
- 	    nb2 = ilaenv_(&c__1, "DGERQF", " ", m, n, &c_n1, &c_n1);
 
- 	    nb3 = ilaenv_(&c__1, "DORMQR", " ", m, n, nrhs, &c_n1);
 
- 	    nb4 = ilaenv_(&c__1, "DORMRQ", " ", m, n, nrhs, &c_n1);
 
- /* Computing MAX */
 
- 	    i__1 = max(nb1,nb2), i__1 = max(i__1,nb3);
 
- 	    nb = max(i__1,nb4);
 
- /* Computing MAX */
 
- 	    i__1 = mn << 1, i__2 = *n + 1, i__1 = max(i__1,i__2), i__2 = mn + 
 
- 		    *nrhs;
 
- 	    lwkmin = mn + max(i__1,i__2);
 
- /* Computing MAX */
 
- 	    i__1 = lwkmin, i__2 = mn + (*n << 1) + nb * (*n + 1), i__1 = max(
 
- 		    i__1,i__2), i__2 = (mn << 1) + nb * *nrhs;
 
- 	    lwkopt = max(i__1,i__2);
 
- 	}
 
- 	work[1] = (doublereal) lwkopt;
 
- 	if (*lwork < lwkmin && ! lquery) {
 
- 	    *info = -12;
 
- 	}
 
-     }
 
-     if (*info != 0) {
 
- 	i__1 = -(*info);
 
- 	xerbla_("DGELSY", &i__1);
 
- 	return 0;
 
-     } else if (lquery) {
 
- 	return 0;
 
-     }
 
- /*     Quick return if possible */
 
-     if (mn == 0 || *nrhs == 0) {
 
- 	*rank = 0;
 
- 	return 0;
 
-     }
 
- /*     Get machine parameters */
 
-     smlnum = dlamch_("S") / dlamch_("P");
 
-     bignum = 1. / smlnum;
 
-     dlabad_(&smlnum, &bignum);
 
- /*     Scale A, B if max entries outside range [SMLNUM,BIGNUM] */
 
-     anrm = dlange_("M", m, n, &a[a_offset], lda, &work[1]);
 
-     iascl = 0;
 
-     if (anrm > 0. && anrm < smlnum) {
 
- /*        Scale matrix norm up to SMLNUM */
 
- 	dlascl_("G", &c__0, &c__0, &anrm, &smlnum, m, n, &a[a_offset], lda, 
 
- 		info);
 
- 	iascl = 1;
 
-     } else if (anrm > bignum) {
 
- /*        Scale matrix norm down to BIGNUM */
 
- 	dlascl_("G", &c__0, &c__0, &anrm, &bignum, m, n, &a[a_offset], lda, 
 
- 		info);
 
- 	iascl = 2;
 
-     } else if (anrm == 0.) {
 
- /*        Matrix all zero. Return zero solution. */
 
- 	i__1 = max(*m,*n);
 
- 	dlaset_("F", &i__1, nrhs, &c_b31, &c_b31, &b[b_offset], ldb);
 
- 	*rank = 0;
 
- 	goto L70;
 
-     }
 
-     bnrm = dlange_("M", m, nrhs, &b[b_offset], ldb, &work[1]);
 
-     ibscl = 0;
 
-     if (bnrm > 0. && bnrm < smlnum) {
 
- /*        Scale matrix norm up to SMLNUM */
 
- 	dlascl_("G", &c__0, &c__0, &bnrm, &smlnum, m, nrhs, &b[b_offset], ldb, 
 
- 		 info);
 
- 	ibscl = 1;
 
-     } else if (bnrm > bignum) {
 
- /*        Scale matrix norm down to BIGNUM */
 
- 	dlascl_("G", &c__0, &c__0, &bnrm, &bignum, m, nrhs, &b[b_offset], ldb, 
 
- 		 info);
 
- 	ibscl = 2;
 
-     }
 
- /*     Compute QR factorization with column pivoting of A: */
 
- /*        A * P = Q * R */
 
-     i__1 = *lwork - mn;
 
-     dgeqp3_(m, n, &a[a_offset], lda, &jpvt[1], &work[1], &work[mn + 1], &i__1, 
 
- 	     info);
 
-     wsize = mn + work[mn + 1];
 
- /*     workspace: MN+2*N+NB*(N+1). */
 
- /*     Details of Householder rotations stored in WORK(1:MN). */
 
- /*     Determine RANK using incremental condition estimation */
 
-     work[ismin] = 1.;
 
-     work[ismax] = 1.;
 
-     smax = (d__1 = a[a_dim1 + 1], abs(d__1));
 
-     smin = smax;
 
-     if ((d__1 = a[a_dim1 + 1], abs(d__1)) == 0.) {
 
- 	*rank = 0;
 
- 	i__1 = max(*m,*n);
 
- 	dlaset_("F", &i__1, nrhs, &c_b31, &c_b31, &b[b_offset], ldb);
 
- 	goto L70;
 
-     } else {
 
- 	*rank = 1;
 
-     }
 
- L10:
 
-     if (*rank < mn) {
 
- 	i__ = *rank + 1;
 
- 	dlaic1_(&c__2, rank, &work[ismin], &smin, &a[i__ * a_dim1 + 1], &a[
 
- 		i__ + i__ * a_dim1], &sminpr, &s1, &c1);
 
- 	dlaic1_(&c__1, rank, &work[ismax], &smax, &a[i__ * a_dim1 + 1], &a[
 
- 		i__ + i__ * a_dim1], &smaxpr, &s2, &c2);
 
- 	if (smaxpr * *rcond <= sminpr) {
 
- 	    i__1 = *rank;
 
- 	    for (i__ = 1; i__ <= i__1; ++i__) {
 
- 		work[ismin + i__ - 1] = s1 * work[ismin + i__ - 1];
 
- 		work[ismax + i__ - 1] = s2 * work[ismax + i__ - 1];
 
- /* L20: */
 
- 	    }
 
- 	    work[ismin + *rank] = c1;
 
- 	    work[ismax + *rank] = c2;
 
- 	    smin = sminpr;
 
- 	    smax = smaxpr;
 
- 	    ++(*rank);
 
- 	    goto L10;
 
- 	}
 
-     }
 
- /*     workspace: 3*MN. */
 
- /*     Logically partition R = [ R11 R12 ] */
 
- /*                             [  0  R22 ] */
 
- /*     where R11 = R(1:RANK,1:RANK) */
 
- /*     [R11,R12] = [ T11, 0 ] * Y */
 
-     if (*rank < *n) {
 
- 	i__1 = *lwork - (mn << 1);
 
- 	dtzrzf_(rank, n, &a[a_offset], lda, &work[mn + 1], &work[(mn << 1) + 
 
- 		1], &i__1, info);
 
-     }
 
- /*     workspace: 2*MN. */
 
- /*     Details of Householder rotations stored in WORK(MN+1:2*MN) */
 
- /*     B(1:M,1:NRHS) := Q' * B(1:M,1:NRHS) */
 
-     i__1 = *lwork - (mn << 1);
 
-     dormqr_("Left", "Transpose", m, nrhs, &mn, &a[a_offset], lda, &work[1], &
 
- 	    b[b_offset], ldb, &work[(mn << 1) + 1], &i__1, info);
 
- /* Computing MAX */
 
-     d__1 = wsize, d__2 = (mn << 1) + work[(mn << 1) + 1];
 
-     wsize = max(d__1,d__2);
 
- /*     workspace: 2*MN+NB*NRHS. */
 
- /*     B(1:RANK,1:NRHS) := inv(T11) * B(1:RANK,1:NRHS) */
 
-     dtrsm_("Left", "Upper", "No transpose", "Non-unit", rank, nrhs, &c_b54, &
 
- 	    a[a_offset], lda, &b[b_offset], ldb);
 
-     i__1 = *nrhs;
 
-     for (j = 1; j <= i__1; ++j) {
 
- 	i__2 = *n;
 
- 	for (i__ = *rank + 1; i__ <= i__2; ++i__) {
 
- 	    b[i__ + j * b_dim1] = 0.;
 
- /* L30: */
 
- 	}
 
- /* L40: */
 
-     }
 
- /*     B(1:N,1:NRHS) := Y' * B(1:N,1:NRHS) */
 
-     if (*rank < *n) {
 
- 	i__1 = *n - *rank;
 
- 	i__2 = *lwork - (mn << 1);
 
- 	dormrz_("Left", "Transpose", n, nrhs, rank, &i__1, &a[a_offset], lda, 
 
- 		&work[mn + 1], &b[b_offset], ldb, &work[(mn << 1) + 1], &i__2, 
 
- 		 info);
 
-     }
 
- /*     workspace: 2*MN+NRHS. */
 
- /*     B(1:N,1:NRHS) := P * B(1:N,1:NRHS) */
 
-     i__1 = *nrhs;
 
-     for (j = 1; j <= i__1; ++j) {
 
- 	i__2 = *n;
 
- 	for (i__ = 1; i__ <= i__2; ++i__) {
 
- 	    work[jpvt[i__]] = b[i__ + j * b_dim1];
 
- /* L50: */
 
- 	}
 
- 	dcopy_(n, &work[1], &c__1, &b[j * b_dim1 + 1], &c__1);
 
- /* L60: */
 
-     }
 
- /*     workspace: N. */
 
- /*     Undo scaling */
 
-     if (iascl == 1) {
 
- 	dlascl_("G", &c__0, &c__0, &anrm, &smlnum, n, nrhs, &b[b_offset], ldb, 
 
- 		 info);
 
- 	dlascl_("U", &c__0, &c__0, &smlnum, &anrm, rank, rank, &a[a_offset], 
 
- 		lda, info);
 
-     } else if (iascl == 2) {
 
- 	dlascl_("G", &c__0, &c__0, &anrm, &bignum, n, nrhs, &b[b_offset], ldb, 
 
- 		 info);
 
- 	dlascl_("U", &c__0, &c__0, &bignum, &anrm, rank, rank, &a[a_offset], 
 
- 		lda, info);
 
-     }
 
-     if (ibscl == 1) {
 
- 	dlascl_("G", &c__0, &c__0, &smlnum, &bnrm, n, nrhs, &b[b_offset], ldb, 
 
- 		 info);
 
-     } else if (ibscl == 2) {
 
- 	dlascl_("G", &c__0, &c__0, &bignum, &bnrm, n, nrhs, &b[b_offset], ldb, 
 
- 		 info);
 
-     }
 
- L70:
 
-     work[1] = (doublereal) lwkopt;
 
-     return 0;
 
- /*     End of DGELSY */
 
- } /* dgelsy_ */
 
 
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