view nnls.c @ 28:52b6dbd61553 matthiasm-plugin

* minor tidy

#include "nnls.h"

typedef int integer;
typedef unsigned int uinteger;
typedef char *address;
typedef short int shortint;
typedef float real;
typedef double doublereal;

#define abs(x) ((x) >= 0 ? (x) : -(x))
#define dabs(x) (doublereal)abs(x)
#define min(a,b) ((a) <= (b) ? (a) : (b))
#define max(a,b) ((a) >= (b) ? (a) : (b))
#define dmin(a,b) (doublereal)min(a,b)
#define dmax(a,b) (doublereal)max(a,b)
#define bit_test(a,b)	((a) >> (b) & 1)
#define bit_clear(a,b)	((a) & ~((uinteger)1 << (b)))
#define bit_set(a,b)	((a) |  ((uinteger)1 << (b)))

double d_sign(doublereal *a, doublereal *b)
{
    double x;
    x = (*a >= 0 ? *a : - *a);
    return (*b >= 0 ? x : -x);
}

/* Table of constant values */

static integer c__1 = 1;
static integer c__0 = 0;
static integer c__2 = 2;

doublereal diff_(doublereal *x, doublereal *y)
{
    /* System generated locals */
    doublereal ret_val;


/*  Function used in tests that depend on machine precision. */

/*  The original version of this code was developed by */
/*  Charles L. Lawson and Richard J. Hanson at Jet Propulsion Laboratory */
/*  1973 JUN 7, and published in the book */
/*  "SOLVING LEAST SQUARES PROBLEMS", Prentice-HalL, 1974. */
/*  Revised FEB 1995 to accompany reprinting of the book by SIAM. */

    ret_val = *x - *y;
    return ret_val;
} /* diff_ */

/* Subroutine */ int g1_(doublereal *a, doublereal *b, doublereal *cterm, 
	doublereal *sterm, doublereal *sig)
{
    /* System generated locals */
    doublereal d__1;

    /* Builtin functions */
    double sqrt(doublereal), d_sign(doublereal *, doublereal *);

    /* Local variables */
    static doublereal xr, yr;


/*     COMPUTE ORTHOGONAL ROTATION MATRIX.. */

/*  The original version of this code was developed by */
/*  Charles L. Lawson and Richard J. Hanson at Jet Propulsion Laboratory */
/*  1973 JUN 12, and published in the book */
/*  "SOLVING LEAST SQUARES PROBLEMS", Prentice-HalL, 1974. */
/*  Revised FEB 1995 to accompany reprinting of the book by SIAM. */

/*     COMPUTE.. MATRIX   (C, S) SO THAT (C, S)(A) = (SQRT(A**2+B**2)) */
/*                        (-S,C)         (-S,C)(B)   (   0          ) */
/*     COMPUTE SIG = SQRT(A**2+B**2) */
/*        SIG IS COMPUTED LAST TO ALLOW FOR THE POSSIBILITY THAT */
/*        SIG MAY BE IN THE SAME LOCATION AS A OR B . */
/*     ------------------------------------------------------------------ */
/*     ------------------------------------------------------------------ */
    if (abs(*a) > abs(*b)) {
	xr = *b / *a;
/* Computing 2nd power */
	d__1 = xr;
	yr = sqrt(d__1 * d__1 + 1.);
	d__1 = 1. / yr;
	*cterm = d_sign(&d__1, a);
	*sterm = *cterm * xr;
	*sig = abs(*a) * yr;
	return 0;
    }
    if (*b != 0.) {
	xr = *a / *b;
/* Computing 2nd power */
	d__1 = xr;
	yr = sqrt(d__1 * d__1 + 1.);
	d__1 = 1. / yr;
	*sterm = d_sign(&d__1, b);
	*cterm = *sterm * xr;
	*sig = abs(*b) * yr;
	return 0;
    }
    *sig = 0.;
    *cterm = 0.;
    *sterm = 1.;
    return 0;
} /* g1_ */

/*     SUBROUTINE H12 (MODE,LPIVOT,L1,M,U,IUE,UP,C,ICE,ICV,NCV) */

/*  CONSTRUCTION AND/OR APPLICATION OF A SINGLE */
/*  HOUSEHOLDER TRANSFORMATION..     Q = I + U*(U**T)/B */

/*  The original version of this code was developed by */
/*  Charles L. Lawson and Richard J. Hanson at Jet Propulsion Laboratory */
/*  1973 JUN 12, and published in the book */
/*  "SOLVING LEAST SQUARES PROBLEMS", Prentice-HalL, 1974. */
/*  Revised FEB 1995 to accompany reprinting of the book by SIAM. */
/*     ------------------------------------------------------------------ */
/*                     Subroutine Arguments */

/*     MODE   = 1 OR 2   Selects Algorithm H1 to construct and apply a */
/*            Householder transformation, or Algorithm H2 to apply a */
/*            previously constructed transformation. */
/*     LPIVOT IS THE INDEX OF THE PIVOT ELEMENT. */
/*     L1,M   IF L1 .LE. M   THE TRANSFORMATION WILL BE CONSTRUCTED TO */
/*            ZERO ELEMENTS INDEXED FROM L1 THROUGH M.   IF L1 GT. M */
/*            THE SUBROUTINE DOES AN IDENTITY TRANSFORMATION. */
/*     U(),IUE,UP    On entry with MODE = 1, U() contains the pivot */
/*            vector.  IUE is the storage increment between elements. */
/*            On exit when MODE = 1, U() and UP contain quantities */
/*            defining the vector U of the Householder transformation. */
/*            on entry with MODE = 2, U() and UP should contain */
/*            quantities previously computed with MODE = 1.  These will */
/*            not be modified during the entry with MODE = 2. */
/*     C()    ON ENTRY with MODE = 1 or 2, C() CONTAINS A MATRIX WHICH */
/*            WILL BE REGARDED AS A SET OF VECTORS TO WHICH THE */
/*            HOUSEHOLDER TRANSFORMATION IS TO BE APPLIED. */
/*            ON EXIT C() CONTAINS THE SET OF TRANSFORMED VECTORS. */
/*     ICE    STORAGE INCREMENT BETWEEN ELEMENTS OF VECTORS IN C(). */
/*     ICV    STORAGE INCREMENT BETWEEN VECTORS IN C(). */
/*     NCV    NUMBER OF VECTORS IN C() TO BE TRANSFORMED. IF NCV .LE. 0 */
/*            NO OPERATIONS WILL BE DONE ON C(). */
/*     ------------------------------------------------------------------ */
/* Subroutine */ int h12_(integer *mode, integer *lpivot, integer *l1, 
	integer *m, doublereal *u, integer *iue, doublereal *up, doublereal *
	c__, integer *ice, integer *icv, integer *ncv)
{
    /* System generated locals */
    integer u_dim1, u_offset, i__1, i__2;
    doublereal d__1, d__2;

    /* Builtin functions */
    double sqrt(doublereal);

    /* Local variables */
    static doublereal b;
    static integer i__, j, i2, i3, i4;
    static doublereal cl, sm;
    static integer incr;
    static doublereal clinv;

/*     ------------------------------------------------------------------ */
/*     double precision U(IUE,M) */
/*     ------------------------------------------------------------------ */
    /* Parameter adjustments */
    u_dim1 = *iue;
    u_offset = 1 + u_dim1;
    u -= u_offset;
    --c__;

    /* Function Body */
    if (0 >= *lpivot || *lpivot >= *l1 || *l1 > *m) {
	return 0;
    }
    cl = (d__1 = u[*lpivot * u_dim1 + 1], abs(d__1));
    if (*mode == 2) {
	goto L60;
    }
/*                            ****** CONSTRUCT THE TRANSFORMATION. ****** */
    i__1 = *m;
    for (j = *l1; j <= i__1; ++j) {
/* L10: */
/* Computing MAX */
	d__2 = (d__1 = u[j * u_dim1 + 1], abs(d__1));
	cl = max(d__2,cl);
    }
    if (cl <= 0.) {
	goto L130;
    } else {
	goto L20;
    }
L20:
    clinv = 1. / cl;
/* Computing 2nd power */
    d__1 = u[*lpivot * u_dim1 + 1] * clinv;
    sm = d__1 * d__1;
    i__1 = *m;
    for (j = *l1; j <= i__1; ++j) {
/* L30: */
/* Computing 2nd power */
	d__1 = u[j * u_dim1 + 1] * clinv;
	sm += d__1 * d__1;
    }
    cl *= sqrt(sm);
    if (u[*lpivot * u_dim1 + 1] <= 0.) {
	goto L50;
    } else {
	goto L40;
    }
L40:
    cl = -cl;
L50:
    *up = u[*lpivot * u_dim1 + 1] - cl;
    u[*lpivot * u_dim1 + 1] = cl;
    goto L70;
/*            ****** APPLY THE TRANSFORMATION  I+U*(U**T)/B  TO C. ****** */

L60:
    if (cl <= 0.) {
	goto L130;
    } else {
	goto L70;
    }
L70:
    if (*ncv <= 0) {
	return 0;
    }
    b = *up * u[*lpivot * u_dim1 + 1];
/*                       B  MUST BE NONPOSITIVE HERE.  IF B = 0., RETURN. */

    if (b >= 0.) {
	goto L130;
    } else {
	goto L80;
    }
L80:
    b = 1. / b;
    i2 = 1 - *icv + *ice * (*lpivot - 1);
    incr = *ice * (*l1 - *lpivot);
    i__1 = *ncv;
    for (j = 1; j <= i__1; ++j) {
	i2 += *icv;
	i3 = i2 + incr;
	i4 = i3;
	sm = c__[i2] * *up;
	i__2 = *m;
	for (i__ = *l1; i__ <= i__2; ++i__) {
	    sm += c__[i3] * u[i__ * u_dim1 + 1];
/* L90: */
	    i3 += *ice;
	}
	if (sm != 0.) {
	    goto L100;
	} else {
	    goto L120;
	}
L100:
	sm *= b;
	c__[i2] += sm * *up;
	i__2 = *m;
	for (i__ = *l1; i__ <= i__2; ++i__) {
	    c__[i4] += sm * u[i__ * u_dim1 + 1];
/* L110: */
	    i4 += *ice;
	}
L120:
	;
    }
L130:
    return 0;
} /* h12_ */

/*     SUBROUTINE NNLS  (A,MDA,M,N,B,X,RNORM,W,ZZ,INDEX,MODE) */

/*  Algorithm NNLS: NONNEGATIVE LEAST SQUARES */

/*  The original version of this code was developed by */
/*  Charles L. Lawson and Richard J. Hanson at Jet Propulsion Laboratory */
/*  1973 JUN 15, and published in the book */
/*  "SOLVING LEAST SQUARES PROBLEMS", Prentice-HalL, 1974. */
/*  Revised FEB 1995 to accompany reprinting of the book by SIAM. */

/*     GIVEN AN M BY N MATRIX, A, AND AN M-VECTOR, B,  COMPUTE AN */
/*     N-VECTOR, X, THAT SOLVES THE LEAST SQUARES PROBLEM */

/*                      A * X = B  SUBJECT TO X .GE. 0 */
/*     ------------------------------------------------------------------ */
/*                     Subroutine Arguments */

/*     A(),MDA,M,N     MDA IS THE FIRST DIMENSIONING PARAMETER FOR THE */
/*                     ARRAY, A().   ON ENTRY A() CONTAINS THE M BY N */
/*                     MATRIX, A.           ON EXIT A() CONTAINS */
/*                     THE PRODUCT MATRIX, Q*A , WHERE Q IS AN */
/*                     M BY M ORTHOGONAL MATRIX GENERATED IMPLICITLY BY */
/*                     THIS SUBROUTINE. */
/*     B()     ON ENTRY B() CONTAINS THE M-VECTOR, B.   ON EXIT B() CON- */
/*             TAINS Q*B. */
/*     X()     ON ENTRY X() NEED NOT BE INITIALIZED.  ON EXIT X() WILL */
/*             CONTAIN THE SOLUTION VECTOR. */
/*     RNORM   ON EXIT RNORM CONTAINS THE EUCLIDEAN NORM OF THE */
/*             RESIDUAL VECTOR. */
/*     W()     AN N-ARRAY OF WORKING SPACE.  ON EXIT W() WILL CONTAIN */
/*             THE DUAL SOLUTION VECTOR.   W WILL SATISFY W(I) = 0. */
/*             FOR ALL I IN SET P  AND W(I) .LE. 0. FOR ALL I IN SET Z */
/*     ZZ()     AN M-ARRAY OF WORKING SPACE. */
/*     INDEX()     AN INTEGER WORKING ARRAY OF LENGTH AT LEAST N. */
/*                 ON EXIT THE CONTENTS OF THIS ARRAY DEFINE THE SETS */
/*                 P AND Z AS FOLLOWS.. */

/*                 INDEX(1)   THRU INDEX(NSETP) = SET P. */
/*                 INDEX(IZ1) THRU INDEX(IZ2)   = SET Z. */
/*                 IZ1 = NSETP + 1 = NPP1 */
/*                 IZ2 = N */
/*     MODE    THIS IS A SUCCESS-FAILURE FLAG WITH THE FOLLOWING */
/*             MEANINGS. */
/*             1     THE SOLUTION HAS BEEN COMPUTED SUCCESSFULLY. */
/*             2     THE DIMENSIONS OF THE PROBLEM ARE BAD. */
/*                   EITHER M .LE. 0 OR N .LE. 0. */
/*             3    ITERATION COUNT EXCEEDED.  MORE THAN 3*N ITERATIONS. */

/*     ------------------------------------------------------------------ */
/* Subroutine */ int nnls_(doublereal *a, integer *mda, integer *m, integer *
	n, doublereal *b, doublereal *x, doublereal *rnorm, doublereal *w, 
	doublereal *zz, integer *index, integer *mode)
{
    /* System generated locals */
    integer a_dim1, a_offset, i__1, i__2;
    doublereal d__1, d__2;

    /* Builtin functions */
    double sqrt(doublereal);

    /* Local variables */
    static integer i__, j, l;
    static doublereal t;
    extern /* Subroutine */ int g1_(doublereal *, doublereal *, doublereal *, 
	    doublereal *, doublereal *);
    static doublereal cc;
    extern /* Subroutine */ int h12_(integer *, integer *, integer *, integer 
	    *, doublereal *, integer *, doublereal *, doublereal *, integer *,
	     integer *, integer *);
    static integer ii, jj, ip;
    static doublereal sm;
    static integer iz, jz;
    static doublereal up, ss;
    static integer iz1, iz2, npp1;
    extern doublereal diff_(doublereal *, doublereal *);
    static integer iter;
    static doublereal temp, wmax, alpha, asave;
    static integer itmax, izmax, nsetp;
    static doublereal dummy, unorm, ztest;
    static integer rtnkey;

/*     ------------------------------------------------------------------ */
/*     integer INDEX(N) */
/*     double precision A(MDA,N), B(M), W(N), X(N), ZZ(M) */
/*     ------------------------------------------------------------------ */
    /* Parameter adjustments */
    a_dim1 = *mda;
    a_offset = 1 + a_dim1;
    a -= a_offset;
    --b;
    --x;
    --w;
    --zz;
    --index;

    /* Function Body */
    *mode = 1;
    if (*m <= 0 || *n <= 0) {
	*mode = 2;
	return 0;
    }
    iter = 0;
    itmax = *n * 3;

/*                    INITIALIZE THE ARRAYS INDEX() AND X(). */

    i__1 = *n;
    for (i__ = 1; i__ <= i__1; ++i__) {
	x[i__] = 0.;
/* L20: */
	index[i__] = i__;
    }

    iz2 = *n;
    iz1 = 1;
    nsetp = 0;
    npp1 = 1;
/*                             ******  MAIN LOOP BEGINS HERE  ****** */
L30:
/*                  QUIT IF ALL COEFFICIENTS ARE ALREADY IN THE SOLUTION. */
/*                        OR IF M COLS OF A HAVE BEEN TRIANGULARIZED. */

    if (iz1 > iz2 || nsetp >= *m) {
	goto L350;
    }

/*         COMPUTE COMPONENTS OF THE DUAL (NEGATIVE GRADIENT) VECTOR W(). */

    i__1 = iz2;
    for (iz = iz1; iz <= i__1; ++iz) {
	j = index[iz];
	sm = 0.;
	i__2 = *m;
	for (l = npp1; l <= i__2; ++l) {
/* L40: */
	    sm += a[l + j * a_dim1] * b[l];
	}
	w[j] = sm;
/* L50: */
    }
/*                                   FIND LARGEST POSITIVE W(J). */
L60:
    wmax = 0.;
    i__1 = iz2;
    for (iz = iz1; iz <= i__1; ++iz) {
	j = index[iz];
	if (w[j] > wmax) {
	    wmax = w[j];
	    izmax = iz;
	}
/* L70: */
    }

/*             IF WMAX .LE. 0. GO TO TERMINATION. */
/*             THIS INDICATES SATISFACTION OF THE KUHN-TUCKER CONDITIONS. */

    if (wmax <= 0.) {
	goto L350;
    }
    iz = izmax;
    j = index[iz];

/*     THE SIGN OF W(J) IS OK FOR J TO BE MOVED TO SET P. */
/*     BEGIN THE TRANSFORMATION AND CHECK NEW DIAGONAL ELEMENT TO AVOID */
/*     NEAR LINEAR DEPENDENCE. */

    asave = a[npp1 + j * a_dim1];
    i__1 = npp1 + 1;
    h12_(&c__1, &npp1, &i__1, m, &a[j * a_dim1 + 1], &c__1, &up, &dummy, &
	    c__1, &c__1, &c__0);
    unorm = 0.;
    if (nsetp != 0) {
	i__1 = nsetp;
	for (l = 1; l <= i__1; ++l) {
/* L90: */
/* Computing 2nd power */
	    d__1 = a[l + j * a_dim1];
	    unorm += d__1 * d__1;
	}
    }
    unorm = sqrt(unorm);
    d__2 = unorm + (d__1 = a[npp1 + j * a_dim1], abs(d__1)) * .01;
    if (diff_(&d__2, &unorm) > 0.) {

/*        COL J IS SUFFICIENTLY INDEPENDENT.  COPY B INTO ZZ, UPDATE ZZ */
/*        AND SOLVE FOR ZTEST ( = PROPOSED NEW VALUE FOR X(J) ). */

	i__1 = *m;
	for (l = 1; l <= i__1; ++l) {
/* L120: */
	    zz[l] = b[l];
	}
	i__1 = npp1 + 1;
	h12_(&c__2, &npp1, &i__1, m, &a[j * a_dim1 + 1], &c__1, &up, &zz[1], &
		c__1, &c__1, &c__1);
	ztest = zz[npp1] / a[npp1 + j * a_dim1];

/*                                     SEE IF ZTEST IS POSITIVE */

	if (ztest > 0.) {
	    goto L140;
	}
    }

/*     REJECT J AS A CANDIDATE TO BE MOVED FROM SET Z TO SET P. */
/*     RESTORE A(NPP1,J), SET W(J)=0., AND LOOP BACK TO TEST DUAL */
/*     COEFFS AGAIN. */

    a[npp1 + j * a_dim1] = asave;
    w[j] = 0.;
    goto L60;

/*     THE INDEX  J=INDEX(IZ)  HAS BEEN SELECTED TO BE MOVED FROM */
/*     SET Z TO SET P.    UPDATE B,  UPDATE INDICES,  APPLY HOUSEHOLDER */
/*     TRANSFORMATIONS TO COLS IN NEW SET Z,  ZERO SUBDIAGONAL ELTS IN */
/*     COL J,  SET W(J)=0. */

L140:
    i__1 = *m;
    for (l = 1; l <= i__1; ++l) {
/* L150: */
	b[l] = zz[l];
    }

    index[iz] = index[iz1];
    index[iz1] = j;
    ++iz1;
    nsetp = npp1;
    ++npp1;

    if (iz1 <= iz2) {
	i__1 = iz2;
	for (jz = iz1; jz <= i__1; ++jz) {
	    jj = index[jz];
	    h12_(&c__2, &nsetp, &npp1, m, &a[j * a_dim1 + 1], &c__1, &up, &a[
		    jj * a_dim1 + 1], &c__1, mda, &c__1);
/* L160: */
	}
    }

    if (nsetp != *m) {
	i__1 = *m;
	for (l = npp1; l <= i__1; ++l) {
/* L180: */
	    a[l + j * a_dim1] = 0.;
	}
    }

    w[j] = 0.;
/*                                SOLVE THE TRIANGULAR SYSTEM. */
/*                                STORE THE SOLUTION TEMPORARILY IN ZZ(). */
    rtnkey = 1;
    goto L400;
L200:

/*                       ******  SECONDARY LOOP BEGINS HERE ****** */

/*                          ITERATION COUNTER. */

L210:
    ++iter;
    if (iter > itmax) {
	*mode = 3;
/*         write (*,'(/a)') ' NNLS quitting on iteration count.' */
	goto L350;
    }

/*                    SEE IF ALL NEW CONSTRAINED COEFFS ARE FEASIBLE. */
/*                                  IF NOT COMPUTE ALPHA. */

    alpha = 2.;
    i__1 = nsetp;
    for (ip = 1; ip <= i__1; ++ip) {
	l = index[ip];
	if (zz[ip] <= 0.) {
	    t = -x[l] / (zz[ip] - x[l]);
	    if (alpha > t) {
		alpha = t;
		jj = ip;
	    }
	}
/* L240: */
    }

/*          IF ALL NEW CONSTRAINED COEFFS ARE FEASIBLE THEN ALPHA WILL */
/*          STILL = 2.    IF SO EXIT FROM SECONDARY LOOP TO MAIN LOOP. */

    if (alpha == 2.) {
	goto L330;
    }

/*          OTHERWISE USE ALPHA WHICH WILL BE BETWEEN 0. AND 1. TO */
/*          INTERPOLATE BETWEEN THE OLD X AND THE NEW ZZ. */

    i__1 = nsetp;
    for (ip = 1; ip <= i__1; ++ip) {
	l = index[ip];
	x[l] += alpha * (zz[ip] - x[l]);
/* L250: */
    }

/*        MODIFY A AND B AND THE INDEX ARRAYS TO MOVE COEFFICIENT I */
/*        FROM SET P TO SET Z. */

    i__ = index[jj];
L260:
    x[i__] = 0.;

    if (jj != nsetp) {
	++jj;
	i__1 = nsetp;
	for (j = jj; j <= i__1; ++j) {
	    ii = index[j];
	    index[j - 1] = ii;
	    g1_(&a[j - 1 + ii * a_dim1], &a[j + ii * a_dim1], &cc, &ss, &a[j 
		    - 1 + ii * a_dim1]);
	    a[j + ii * a_dim1] = 0.;
	    i__2 = *n;
	    for (l = 1; l <= i__2; ++l) {
		if (l != ii) {

/*                 Apply procedure G2 (CC,SS,A(J-1,L),A(J,L)) */

		    temp = a[j - 1 + l * a_dim1];
		    a[j - 1 + l * a_dim1] = cc * temp + ss * a[j + l * a_dim1]
			    ;
		    a[j + l * a_dim1] = -ss * temp + cc * a[j + l * a_dim1];
		}
/* L270: */
	    }

/*                 Apply procedure G2 (CC,SS,B(J-1),B(J)) */

	    temp = b[j - 1];
	    b[j - 1] = cc * temp + ss * b[j];
	    b[j] = -ss * temp + cc * b[j];
/* L280: */
	}
    }

    npp1 = nsetp;
    --nsetp;
    --iz1;
    index[iz1] = i__;

/*        SEE IF THE REMAINING COEFFS IN SET P ARE FEASIBLE.  THEY SHOULD */
/*        BE BECAUSE OF THE WAY ALPHA WAS DETERMINED. */
/*        IF ANY ARE INFEASIBLE IT IS DUE TO ROUND-OFF ERROR.  ANY */
/*        THAT ARE NONPOSITIVE WILL BE SET TO ZERO */
/*        AND MOVED FROM SET P TO SET Z. */

    i__1 = nsetp;
    for (jj = 1; jj <= i__1; ++jj) {
	i__ = index[jj];
	if (x[i__] <= 0.) {
	    goto L260;
	}
/* L300: */
    }

/*         COPY B( ) INTO ZZ( ).  THEN SOLVE AGAIN AND LOOP BACK. */

    i__1 = *m;
    for (i__ = 1; i__ <= i__1; ++i__) {
/* L310: */
	zz[i__] = b[i__];
    }
    rtnkey = 2;
    goto L400;
L320:
    goto L210;
/*                      ******  END OF SECONDARY LOOP  ****** */

L330:
    i__1 = nsetp;
    for (ip = 1; ip <= i__1; ++ip) {
	i__ = index[ip];
/* L340: */
	x[i__] = zz[ip];
    }
/*        ALL NEW COEFFS ARE POSITIVE.  LOOP BACK TO BEGINNING. */
    goto L30;

/*                        ******  END OF MAIN LOOP  ****** */

/*                        COME TO HERE FOR TERMINATION. */
/*                     COMPUTE THE NORM OF THE FINAL RESIDUAL VECTOR. */

L350:
    sm = 0.;
    if (npp1 <= *m) {
	i__1 = *m;
	for (i__ = npp1; i__ <= i__1; ++i__) {
/* L360: */
/* Computing 2nd power */
	    d__1 = b[i__];
	    sm += d__1 * d__1;
	}
    } else {
	i__1 = *n;
	for (j = 1; j <= i__1; ++j) {
/* L380: */
	    w[j] = 0.;
	}
    }
    *rnorm = sqrt(sm);
    return 0;

/*     THE FOLLOWING BLOCK OF CODE IS USED AS AN INTERNAL SUBROUTINE */
/*     TO SOLVE THE TRIANGULAR SYSTEM, PUTTING THE SOLUTION IN ZZ(). */

L400:
    i__1 = nsetp;
    for (l = 1; l <= i__1; ++l) {
	ip = nsetp + 1 - l;
	if (l != 1) {
	    i__2 = ip;
	    for (ii = 1; ii <= i__2; ++ii) {
		zz[ii] -= a[ii + jj * a_dim1] * zz[ip + 1];
/* L410: */
	    }
	}
	jj = index[ip];
	zz[ip] /= a[ip + jj * a_dim1];
/* L430: */
    }
    switch (rtnkey) {
	case 1:  goto L200;
	case 2:  goto L320;
    }
    return 0;
} /* nnls_ */