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cs_qrsol.c 1.84 KiB
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    #include "cs.h"
    /* x=A\b where A can be rectangular; b overwritten with solution */
    CS_INT cs_qrsol (CS_INT order, const cs *A, CS_ENTRY *b)
    {
        CS_ENTRY *x ;
        css *S ;
        csn *N ;
        cs *AT = NULL ;
        CS_INT k, m, n, ok ;
        if (!CS_CSC (A) || !b) return (0) ; /* check inputs */
        n = A->n ;
        m = A->m ;
        if (m >= n)
        {
            S = cs_sqr (order, A, 1) ;          /* ordering and symbolic analysis */
            N = cs_qr (A, S) ;                  /* numeric QR factorization */
            x = cs_calloc (S ? S->m2 : 1, sizeof (CS_ENTRY)) ;    /* get workspace */
            ok = (S && N && x) ;
            if (ok)
            {
                cs_ipvec (S->pinv, b, x, m) ;   /* x(0:m-1) = b(p(0:m-1) */
                for (k = 0 ; k < n ; k++)       /* apply Householder refl. to x */
                {
                    cs_happly (N->L, k, N->B [k], x) ;
                }
                cs_usolve (N->U, x) ;           /* x = R\x */
                cs_ipvec (S->q, x, b, n) ;      /* b(q(0:n-1)) = x(0:n-1) */
            }
        }
        else
        {
            AT = cs_transpose (A, 1) ;          /* Ax=b is underdetermined */
            S = cs_sqr (order, AT, 1) ;         /* ordering and symbolic analysis */
            N = cs_qr (AT, S) ;                 /* numeric QR factorization of A' */
            x = cs_calloc (S ? S->m2 : 1, sizeof (CS_ENTRY)) ;    /* get workspace */
            ok = (AT && S && N && x) ;
            if (ok)
            {
                cs_pvec (S->q, b, x, m) ;       /* x(q(0:m-1)) = b(0:m-1) */
                cs_utsolve (N->U, x) ;          /* x = R'\x */
                for (k = m-1 ; k >= 0 ; k--)    /* apply Householder refl. to x */
                {
                    cs_happly (N->L, k, N->B [k], x) ;
                }
                cs_pvec (S->pinv, x, b, n) ;    /* b(0:n-1) = x(p(0:n-1)) */
            }
        }
        cs_free (x) ;
        cs_sfree (S) ;
        cs_nfree (N) ;
        cs_spfree (AT) ;
        return (ok) ;
    }