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/* linalg/invtri.c
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*
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* Copyright (C) 2016 Patrick Alken
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*
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* This is free software; you can redistribute it and/or modify it
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* under the terms of the GNU General Public License as published by the
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* Free Software Foundation; either version 3, or (at your option) any
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* later version.
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*
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* This source is distributed in the hope that it will be useful, but WITHOUT
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* ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
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* FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License
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* for more details.
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*
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* You should have received a copy of the GNU General Public License
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* along with this program; if not, write to the Free Software
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* Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
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*
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* This module contains code to invert triangular matrices
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*/
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#include <config.h>
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#include <gsl/gsl_math.h>
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#include <gsl/gsl_errno.h>
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#include <gsl/gsl_vector.h>
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#include <gsl/gsl_matrix.h>
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#include <gsl/gsl_blas.h>
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#include <gsl/gsl_linalg.h>
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static int triangular_inverse(CBLAS_UPLO_t Uplo, CBLAS_DIAG_t Diag, gsl_matrix * T);
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int
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gsl_linalg_tri_upper_invert(gsl_matrix * T)
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{
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int status = triangular_inverse(CblasUpper, CblasNonUnit, T);
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return status;
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}
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int
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gsl_linalg_tri_lower_invert(gsl_matrix * T)
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{
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int status = triangular_inverse(CblasLower, CblasNonUnit, T);
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return status;
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}
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int
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gsl_linalg_tri_upper_unit_invert(gsl_matrix * T)
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{
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int status = triangular_inverse(CblasUpper, CblasUnit, T);
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return status;
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}
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int
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gsl_linalg_tri_lower_unit_invert(gsl_matrix * T)
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{
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int status = triangular_inverse(CblasLower, CblasUnit, T);
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return status;
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}
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/*
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triangular_inverse()
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Invert a triangular matrix T
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Inputs: Uplo - CblasUpper or CblasLower
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Diag - unit triangular?
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T - on output the upper (or lower) part of T
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is replaced by its inverse
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Return: success/error
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*/
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static int
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triangular_inverse(CBLAS_UPLO_t Uplo, CBLAS_DIAG_t Diag, gsl_matrix * T)
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{
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const size_t N = T->size1;
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if (N != T->size2)
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{
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GSL_ERROR ("matrix must be square", GSL_ENOTSQR);
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}
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else
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{
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gsl_matrix_view m;
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gsl_vector_view v;
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size_t i;
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if (Uplo == CblasUpper)
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{
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for (i = 0; i < N; ++i)
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{
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double aii;
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if (Diag == CblasNonUnit)
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{
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double *Tii = gsl_matrix_ptr(T, i, i);
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*Tii = 1.0 / *Tii;
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aii = -(*Tii);
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}
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else
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{
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aii = -1.0;
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}
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if (i > 0)
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{
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m = gsl_matrix_submatrix(T, 0, 0, i, i);
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v = gsl_matrix_subcolumn(T, i, 0, i);
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gsl_blas_dtrmv(CblasUpper, CblasNoTrans, Diag,
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&m.matrix, &v.vector);
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gsl_blas_dscal(aii, &v.vector);
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}
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} /* for (i = 0; i < N; ++i) */
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}
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else
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{
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for (i = 0; i < N; ++i)
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{
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double ajj;
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size_t j = N - i - 1;
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if (Diag == CblasNonUnit)
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{
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double *Tjj = gsl_matrix_ptr(T, j, j);
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*Tjj = 1.0 / *Tjj;
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ajj = -(*Tjj);
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}
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else
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{
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ajj = -1.0;
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}
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if (j < N - 1)
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{
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m = gsl_matrix_submatrix(T, j + 1, j + 1,
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N - j - 1, N - j - 1);
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v = gsl_matrix_subcolumn(T, j, j + 1, N - j - 1);
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gsl_blas_dtrmv(CblasLower, CblasNoTrans, Diag,
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&m.matrix, &v.vector);
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gsl_blas_dscal(ajj, &v.vector);
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}
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} /* for (i = 0; i < N; ++i) */
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}
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return GSL_SUCCESS;
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}
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}
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