Scilab 5.3.0
Please note that the recommended version of Scilab is 2025.0.0. This page might be outdated.
See the recommended documentation of this function
taucs_chget
retrieve the Cholesky factorization at the scilab level
Calling Sequence
[Ct,p] = taucs_chget(C_ptr)
Arguments
- C_ptr
a pointer to the Cholesky factorization (C,p : A(p,p)=CC')
- Ct
a scilab sparse matrix (you get the upper triangle i.e. Ct is equal to C')
- p
column vector storing the permutation
Description
This function may be used if you want to plot the sparse pattern of the Cholesky factorization (or if you code something which use the factors). Traditionnaly, the factorization is written :
P A P' = C C'
with P' the permutation matrix associated to the permutation p. As we get the upper triangle Ct (= C'), in scilab syntax we can write :
A(p,p) = Ct' * Ct
Examples
// Example #1 : a small linear test system A = sparse( [ 2 -1 0 0 0; -1 2 -1 0 0; 0 -1 2 -1 0; 0 0 -1 2 -1; 0 0 0 -1 2] ); Cp = taucs_chfact(A); [Ct, p] = taucs_chget(Cp); full(A(p,p) - Ct'*Ct) // this must be near the null matrix taucs_chdel(Cp) // Example #2 a real example stacksize(3000000) // the last PlotSparse need memory // first load a sparse matrix [A] = ReadHBSparse(SCI+"/modules/umfpack/examples/bcsstk24.rsa"); // compute the factorisation Cptr = taucs_chfact(A); // retrieve the factor at scilab level [Ct, p] = taucs_chget(Cptr); // plot the initial matrix xset("window",0) ; clf() PlotSparse(A) ; xtitle("Initial matrix A (bcsstk24.rsa)") // plot the permuted matrix B = A(p,p); xset("window",1) ; clf() PlotSparse(B) ; xtitle("Permuted matrix B = A(p,p)") // plot the upper triangle Ct xset("window",2) ; clf() PlotSparse(Ct) ; xtitle("The pattern of Ct (A(p,p) = C*Ct)") // retrieve cnz [OK, n, cnz] = taucs_chinfo(Cptr) // cnz is superior to the realnumber of non zeros elements of C : cnz_exact = nnz(Ct) // do not forget to clear memory taucs_chdel(Cptr)
Authors
- taucs by Sivan Toledo (see taucs_license)
- scilab interface by Bruno Pincon
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