00001 // This file is part of Eigen, a lightweight C++ template library 00002 // for linear algebra. 00003 // 00004 // Copyright (C) 2008 Gael Guennebaud <gael.guennebaud@inria.fr> 00005 // 00006 // This Source Code Form is subject to the terms of the Mozilla 00007 // Public License v. 2.0. If a copy of the MPL was not distributed 00008 // with this file, You can obtain one at http://mozilla.org/MPL/2.0/. 00009 00010 #ifndef EIGEN_SPARSE_DOT_H 00011 #define EIGEN_SPARSE_DOT_H 00012 00013 namespace Eigen { 00014 00015 template<typename Derived> 00016 template<typename OtherDerived> 00017 typename internal::traits<Derived>::Scalar 00018 SparseMatrixBase<Derived>::dot(const MatrixBase<OtherDerived>& other) const 00019 { 00020 EIGEN_STATIC_ASSERT_VECTOR_ONLY(Derived) 00021 EIGEN_STATIC_ASSERT_VECTOR_ONLY(OtherDerived) 00022 EIGEN_STATIC_ASSERT_SAME_VECTOR_SIZE(Derived,OtherDerived) 00023 EIGEN_STATIC_ASSERT((internal::is_same<Scalar, typename OtherDerived::Scalar>::value), 00024 YOU_MIXED_DIFFERENT_NUMERIC_TYPES__YOU_NEED_TO_USE_THE_CAST_METHOD_OF_MATRIXBASE_TO_CAST_NUMERIC_TYPES_EXPLICITLY) 00025 00026 eigen_assert(size() == other.size()); 00027 eigen_assert(other.size()>0 && "you are using a non initialized vector"); 00028 00029 typename Derived::InnerIterator i(derived(),0); 00030 Scalar res(0); 00031 while (i) 00032 { 00033 res += numext::conj(i.value()) * other.coeff(i.index()); 00034 ++i; 00035 } 00036 return res; 00037 } 00038 00039 template<typename Derived> 00040 template<typename OtherDerived> 00041 typename internal::traits<Derived>::Scalar 00042 SparseMatrixBase<Derived>::dot(const SparseMatrixBase<OtherDerived>& other) const 00043 { 00044 EIGEN_STATIC_ASSERT_VECTOR_ONLY(Derived) 00045 EIGEN_STATIC_ASSERT_VECTOR_ONLY(OtherDerived) 00046 EIGEN_STATIC_ASSERT_SAME_VECTOR_SIZE(Derived,OtherDerived) 00047 EIGEN_STATIC_ASSERT((internal::is_same<Scalar, typename OtherDerived::Scalar>::value), 00048 YOU_MIXED_DIFFERENT_NUMERIC_TYPES__YOU_NEED_TO_USE_THE_CAST_METHOD_OF_MATRIXBASE_TO_CAST_NUMERIC_TYPES_EXPLICITLY) 00049 00050 eigen_assert(size() == other.size()); 00051 00052 typedef typename Derived::Nested Nested; 00053 typedef typename OtherDerived::Nested OtherNested; 00054 typedef typename internal::remove_all<Nested>::type NestedCleaned; 00055 typedef typename internal::remove_all<OtherNested>::type OtherNestedCleaned; 00056 00057 Nested nthis(derived()); 00058 OtherNested nother(other.derived()); 00059 00060 typename NestedCleaned::InnerIterator i(nthis,0); 00061 typename OtherNestedCleaned::InnerIterator j(nother,0); 00062 Scalar res(0); 00063 while (i && j) 00064 { 00065 if (i.index()==j.index()) 00066 { 00067 res += numext::conj(i.value()) * j.value(); 00068 ++i; ++j; 00069 } 00070 else if (i.index()<j.index()) 00071 ++i; 00072 else 00073 ++j; 00074 } 00075 return res; 00076 } 00077 00078 template<typename Derived> 00079 inline typename NumTraits<typename internal::traits<Derived>::Scalar>::Real 00080 SparseMatrixBase<Derived>::squaredNorm() const 00081 { 00082 return numext::real((*this).cwiseAbs2().sum()); 00083 } 00084 00085 template<typename Derived> 00086 inline typename NumTraits<typename internal::traits<Derived>::Scalar>::Real 00087 SparseMatrixBase<Derived>::norm() const 00088 { 00089 using std::sqrt; 00090 return sqrt(squaredNorm()); 00091 } 00092 00093 template<typename Derived> 00094 inline typename NumTraits<typename internal::traits<Derived>::Scalar>::Real 00095 SparseMatrixBase<Derived>::blueNorm() const 00096 { 00097 return internal::blueNorm_impl(*this); 00098 } 00099 } // end namespace Eigen 00100 00101 #endif // EIGEN_SPARSE_DOT_H