From bfaa7f4ffeb55f91278d70cd56659ce866e6ef88 Mon Sep 17 00:00:00 2001 From: Chen-Pang He Date: Mon, 27 Aug 2012 22:48:37 +0100 Subject: Add test for matrix power. Use Christoph Hertzberg's suggestion to use exponent laws. --- unsupported/test/matrix_functions.h | 47 +++++++++++++++++++++++++++++++++++++ 1 file changed, 47 insertions(+) create mode 100644 unsupported/test/matrix_functions.h (limited to 'unsupported/test/matrix_functions.h') diff --git a/unsupported/test/matrix_functions.h b/unsupported/test/matrix_functions.h new file mode 100644 index 000000000..5817caef6 --- /dev/null +++ b/unsupported/test/matrix_functions.h @@ -0,0 +1,47 @@ +// This file is part of Eigen, a lightweight C++ template library +// for linear algebra. +// +// Copyright (C) 2009-2011 Jitse Niesen +// +// This Source Code Form is subject to the terms of the Mozilla +// Public License v. 2.0. If a copy of the MPL was not distributed +// with this file, You can obtain one at http://mozilla.org/MPL/2.0/. + +#include "main.h" +#include + +template ::Scalar>::IsComplex> +struct generateTestMatrix; + +// for real matrices, make sure none of the eigenvalues are negative +template +struct generateTestMatrix +{ + static void run(MatrixType& result, typename MatrixType::Index size) + { + MatrixType mat = MatrixType::Random(size, size); + EigenSolver es(mat); + typename EigenSolver::EigenvalueType eivals = es.eigenvalues(); + for (typename MatrixType::Index i = 0; i < size; ++i) { + if (eivals(i).imag() == 0 && eivals(i).real() < 0) + eivals(i) = -eivals(i); + } + result = (es.eigenvectors() * eivals.asDiagonal() * es.eigenvectors().inverse()).real(); + } +}; + +// for complex matrices, any matrix is fine +template +struct generateTestMatrix +{ + static void run(MatrixType& result, typename MatrixType::Index size) + { + result = MatrixType::Random(size, size); + } +}; + +template +double relerr(const MatrixBase& A, const MatrixBase& B) +{ + return std::sqrt((A - B).cwiseAbs2().sum() / (std::min)(A.cwiseAbs2().sum(), B.cwiseAbs2().sum())); +} -- cgit v1.2.3