Mercurial > hg > vamp-build-and-test
diff DEPENDENCIES/generic/include/boost/numeric/ublas/triangular.hpp @ 16:2665513ce2d3
Add boost headers
author | Chris Cannam |
---|---|
date | Tue, 05 Aug 2014 11:11:38 +0100 |
parents | |
children | c530137014c0 |
line wrap: on
line diff
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/DEPENDENCIES/generic/include/boost/numeric/ublas/triangular.hpp Tue Aug 05 11:11:38 2014 +0100 @@ -0,0 +1,2604 @@ +// +// Copyright (c) 2000-2002 +// Joerg Walter, Mathias Koch +// +// Distributed under the Boost Software License, Version 1.0. (See +// accompanying file LICENSE_1_0.txt or copy at +// http://www.boost.org/LICENSE_1_0.txt) +// +// The authors gratefully acknowledge the support of +// GeNeSys mbH & Co. KG in producing this work. +// + +#ifndef _BOOST_UBLAS_TRIANGULAR_ +#define _BOOST_UBLAS_TRIANGULAR_ + +#include <boost/numeric/ublas/matrix.hpp> +#include <boost/numeric/ublas/detail/temporary.hpp> +#include <boost/type_traits/remove_const.hpp> + +// Iterators based on ideas of Jeremy Siek + +namespace boost { namespace numeric { namespace ublas { + + namespace detail { + using namespace boost::numeric::ublas; + + // Matrix resizing algorithm + template <class L, class T, class M> + BOOST_UBLAS_INLINE + void matrix_resize_preserve (M& m, M& temporary) { + typedef L layout_type; + typedef T triangular_type; + typedef typename M::size_type size_type; + const size_type msize1 (m.size1 ()); // original size + const size_type msize2 (m.size2 ()); + const size_type size1 (temporary.size1 ()); // new size is specified by temporary + const size_type size2 (temporary.size2 ()); + // Common elements to preserve + const size_type size1_min = (std::min) (size1, msize1); + const size_type size2_min = (std::min) (size2, msize2); + // Order for major and minor sizes + const size_type major_size = layout_type::size_M (size1_min, size2_min); + const size_type minor_size = layout_type::size_m (size1_min, size2_min); + // Indexing copy over major + for (size_type major = 0; major != major_size; ++major) { + for (size_type minor = 0; minor != minor_size; ++minor) { + // find indexes - use invertability of element_ functions + const size_type i1 = layout_type::index_M(major, minor); + const size_type i2 = layout_type::index_m(major, minor); + if ( triangular_type::other(i1,i2) ) { + temporary.data () [triangular_type::element (layout_type (), i1, size1, i2, size2)] = + m.data() [triangular_type::element (layout_type (), i1, msize1, i2, msize2)]; + } + } + } + m.assign_temporary (temporary); + } + } + + /** \brief A triangular matrix of values of type \c T. + * + * For a \f$(n \times n )\f$-dimensional lower triangular matrix and if \f$0 \leq i < n\f$, \f$0 \leq j < n\f$ and \f$i>j\f$ holds, + * \f$m_{i,j}=0\f$. Furthermore if \f$m_{i,i}=1\f$, the matrix is called unit lower triangular. + * + * For a \f$(n \times n )\f$-dimensional upper triangular matrix and if \f$0 \leq i < n\f$, \f$0 \leq j < n\f$ and \f$i<j\f$ holds, + * \f$m_{i,j}=0\f$. Furthermore if \f$m_{i,i}=1\f$, the matrix is called unit upper triangular. + * + * The default storage for triangular matrices is packed. Orientation and storage can also be specified. + * Default is \c row_major and and unbounded_array. It is \b not required by the storage to initialize + * elements of the matrix. + * + * \tparam T the type of object stored in the matrix (like double, float, complex, etc...) + * \tparam TRI the type of the triangular matrix. It can either be \c lower or \c upper. Default is \c lower + * \tparam L the storage organization. It can be either \c row_major or \c column_major. Default is \c row_major + * \tparam A the type of Storage array. Default is \c unbounded_array + */ + template<class T, class TRI, class L, class A> + class triangular_matrix: + public matrix_container<triangular_matrix<T, TRI, L, A> > { + + typedef T *pointer; + typedef TRI triangular_type; + typedef L layout_type; + typedef triangular_matrix<T, TRI, L, A> self_type; + public: +#ifdef BOOST_UBLAS_ENABLE_PROXY_SHORTCUTS + using matrix_container<self_type>::operator (); +#endif + typedef typename A::size_type size_type; + typedef typename A::difference_type difference_type; + typedef T value_type; + typedef const T &const_reference; + typedef T &reference; + typedef A array_type; + + typedef const matrix_reference<const self_type> const_closure_type; + typedef matrix_reference<self_type> closure_type; + typedef vector<T, A> vector_temporary_type; + typedef matrix<T, L, A> matrix_temporary_type; // general sub-matrix + typedef packed_tag storage_category; + typedef typename L::orientation_category orientation_category; + + // Construction and destruction + BOOST_UBLAS_INLINE + triangular_matrix (): + matrix_container<self_type> (), + size1_ (0), size2_ (0), data_ (0) {} + BOOST_UBLAS_INLINE + triangular_matrix (size_type size1, size_type size2): + matrix_container<self_type> (), + size1_ (size1), size2_ (size2), data_ (triangular_type::packed_size (layout_type (), size1, size2)) { + } + BOOST_UBLAS_INLINE + triangular_matrix (size_type size1, size_type size2, const array_type &data): + matrix_container<self_type> (), + size1_ (size1), size2_ (size2), data_ (data) {} + BOOST_UBLAS_INLINE + triangular_matrix (const triangular_matrix &m): + matrix_container<self_type> (), + size1_ (m.size1_), size2_ (m.size2_), data_ (m.data_) {} + template<class AE> + BOOST_UBLAS_INLINE + triangular_matrix (const matrix_expression<AE> &ae): + matrix_container<self_type> (), + size1_ (ae ().size1 ()), size2_ (ae ().size2 ()), + data_ (triangular_type::packed_size (layout_type (), size1_, size2_)) { + matrix_assign<scalar_assign> (*this, ae); + } + + // Accessors + BOOST_UBLAS_INLINE + size_type size1 () const { + return size1_; + } + BOOST_UBLAS_INLINE + size_type size2 () const { + return size2_; + } + + // Storage accessors + BOOST_UBLAS_INLINE + const array_type &data () const { + return data_; + } + BOOST_UBLAS_INLINE + array_type &data () { + return data_; + } + + // Resizing + BOOST_UBLAS_INLINE + void resize (size_type size1, size_type size2, bool preserve = true) { + if (preserve) { + self_type temporary (size1, size2); + detail::matrix_resize_preserve<layout_type, triangular_type> (*this, temporary); + } + else { + data ().resize (triangular_type::packed_size (layout_type (), size1, size2)); + size1_ = size1; + size2_ = size2; + } + } + BOOST_UBLAS_INLINE + void resize_packed_preserve (size_type size1, size_type size2) { + size1_ = size1; + size2_ = size2; + data ().resize (triangular_type::packed_size (layout_type (), size1_, size2_), value_type ()); + } + + // Element access + BOOST_UBLAS_INLINE + const_reference operator () (size_type i, size_type j) const { + BOOST_UBLAS_CHECK (i < size1_, bad_index ()); + BOOST_UBLAS_CHECK (j < size2_, bad_index ()); + if (triangular_type::other (i, j)) + return data () [triangular_type::element (layout_type (), i, size1_, j, size2_)]; + else if (triangular_type::one (i, j)) + return one_; + else + return zero_; + } + BOOST_UBLAS_INLINE + reference at_element (size_type i, size_type j) { + BOOST_UBLAS_CHECK (i < size1_, bad_index ()); + BOOST_UBLAS_CHECK (j < size2_, bad_index ()); + return data () [triangular_type::element (layout_type (), i, size1_, j, size2_)]; + } + BOOST_UBLAS_INLINE + reference operator () (size_type i, size_type j) { + BOOST_UBLAS_CHECK (i < size1_, bad_index ()); + BOOST_UBLAS_CHECK (j < size2_, bad_index ()); + if (!triangular_type::other (i, j)) { + bad_index ().raise (); + // NEVER reached + } + return data () [triangular_type::element (layout_type (), i, size1_, j, size2_)]; + } + + // Element assignment + BOOST_UBLAS_INLINE + reference insert_element (size_type i, size_type j, const_reference t) { + return (operator () (i, j) = t); + } + BOOST_UBLAS_INLINE + void erase_element (size_type i, size_type j) { + operator () (i, j) = value_type/*zero*/(); + } + + // Zeroing + BOOST_UBLAS_INLINE + void clear () { + // data ().clear (); + std::fill (data ().begin (), data ().end (), value_type/*zero*/()); + } + + // Assignment + BOOST_UBLAS_INLINE + triangular_matrix &operator = (const triangular_matrix &m) { + size1_ = m.size1_; + size2_ = m.size2_; + data () = m.data (); + return *this; + } + BOOST_UBLAS_INLINE + triangular_matrix &assign_temporary (triangular_matrix &m) { + swap (m); + return *this; + } + template<class AE> + BOOST_UBLAS_INLINE + triangular_matrix &operator = (const matrix_expression<AE> &ae) { + self_type temporary (ae); + return assign_temporary (temporary); + } + template<class AE> + BOOST_UBLAS_INLINE + triangular_matrix &assign (const matrix_expression<AE> &ae) { + matrix_assign<scalar_assign> (*this, ae); + return *this; + } + template<class AE> + BOOST_UBLAS_INLINE + triangular_matrix& operator += (const matrix_expression<AE> &ae) { + self_type temporary (*this + ae); + return assign_temporary (temporary); + } + template<class AE> + BOOST_UBLAS_INLINE + triangular_matrix &plus_assign (const matrix_expression<AE> &ae) { + matrix_assign<scalar_plus_assign> (*this, ae); + return *this; + } + template<class AE> + BOOST_UBLAS_INLINE + triangular_matrix& operator -= (const matrix_expression<AE> &ae) { + self_type temporary (*this - ae); + return assign_temporary (temporary); + } + template<class AE> + BOOST_UBLAS_INLINE + triangular_matrix &minus_assign (const matrix_expression<AE> &ae) { + matrix_assign<scalar_minus_assign> (*this, ae); + return *this; + } + template<class AT> + BOOST_UBLAS_INLINE + triangular_matrix& operator *= (const AT &at) { + matrix_assign_scalar<scalar_multiplies_assign> (*this, at); + return *this; + } + template<class AT> + BOOST_UBLAS_INLINE + triangular_matrix& operator /= (const AT &at) { + matrix_assign_scalar<scalar_divides_assign> (*this, at); + return *this; + } + + // Swapping + BOOST_UBLAS_INLINE + void swap (triangular_matrix &m) { + if (this != &m) { + // BOOST_UBLAS_CHECK (size2_ == m.size2_, bad_size ()); + std::swap (size1_, m.size1_); + std::swap (size2_, m.size2_); + data ().swap (m.data ()); + } + } + BOOST_UBLAS_INLINE + friend void swap (triangular_matrix &m1, triangular_matrix &m2) { + m1.swap (m2); + } + + // Iterator types +#ifdef BOOST_UBLAS_USE_INDEXED_ITERATOR + typedef indexed_iterator1<self_type, packed_random_access_iterator_tag> iterator1; + typedef indexed_iterator2<self_type, packed_random_access_iterator_tag> iterator2; + typedef indexed_const_iterator1<self_type, packed_random_access_iterator_tag> const_iterator1; + typedef indexed_const_iterator2<self_type, packed_random_access_iterator_tag> const_iterator2; +#else + class const_iterator1; + class iterator1; + class const_iterator2; + class iterator2; +#endif + typedef reverse_iterator_base1<const_iterator1> const_reverse_iterator1; + typedef reverse_iterator_base1<iterator1> reverse_iterator1; + typedef reverse_iterator_base2<const_iterator2> const_reverse_iterator2; + typedef reverse_iterator_base2<iterator2> reverse_iterator2; + + // Element lookup + BOOST_UBLAS_INLINE + const_iterator1 find1 (int rank, size_type i, size_type j) const { + if (rank == 1) + i = triangular_type::restrict1 (i, j, size1_, size2_); + if (rank == 0) + i = triangular_type::global_restrict1 (i, size1_, j, size2_); + return const_iterator1 (*this, i, j); + } + BOOST_UBLAS_INLINE + iterator1 find1 (int rank, size_type i, size_type j) { + if (rank == 1) + i = triangular_type::mutable_restrict1 (i, j, size1_, size2_); + if (rank == 0) + i = triangular_type::global_mutable_restrict1 (i, size1_, j, size2_); + return iterator1 (*this, i, j); + } + BOOST_UBLAS_INLINE + const_iterator2 find2 (int rank, size_type i, size_type j) const { + if (rank == 1) + j = triangular_type::restrict2 (i, j, size1_, size2_); + if (rank == 0) + j = triangular_type::global_restrict2 (i, size1_, j, size2_); + return const_iterator2 (*this, i, j); + } + BOOST_UBLAS_INLINE + iterator2 find2 (int rank, size_type i, size_type j) { + if (rank == 1) + j = triangular_type::mutable_restrict2 (i, j, size1_, size2_); + if (rank == 0) + j = triangular_type::global_mutable_restrict2 (i, size1_, j, size2_); + return iterator2 (*this, i, j); + } + + // Iterators simply are indices. + +#ifndef BOOST_UBLAS_USE_INDEXED_ITERATOR + class const_iterator1: + public container_const_reference<triangular_matrix>, + public random_access_iterator_base<packed_random_access_iterator_tag, + const_iterator1, value_type> { + public: + typedef typename triangular_matrix::value_type value_type; + typedef typename triangular_matrix::difference_type difference_type; + typedef typename triangular_matrix::const_reference reference; + typedef const typename triangular_matrix::pointer pointer; + + typedef const_iterator2 dual_iterator_type; + typedef const_reverse_iterator2 dual_reverse_iterator_type; + + // Construction and destruction + BOOST_UBLAS_INLINE + const_iterator1 (): + container_const_reference<self_type> (), it1_ (), it2_ () {} + BOOST_UBLAS_INLINE + const_iterator1 (const self_type &m, size_type it1, size_type it2): + container_const_reference<self_type> (m), it1_ (it1), it2_ (it2) {} + BOOST_UBLAS_INLINE + const_iterator1 (const iterator1 &it): + container_const_reference<self_type> (it ()), it1_ (it.it1_), it2_ (it.it2_) {} + + // Arithmetic + BOOST_UBLAS_INLINE + const_iterator1 &operator ++ () { + ++ it1_; + return *this; + } + BOOST_UBLAS_INLINE + const_iterator1 &operator -- () { + -- it1_; + return *this; + } + BOOST_UBLAS_INLINE + const_iterator1 &operator += (difference_type n) { + it1_ += n; + return *this; + } + BOOST_UBLAS_INLINE + const_iterator1 &operator -= (difference_type n) { + it1_ -= n; + return *this; + } + BOOST_UBLAS_INLINE + difference_type operator - (const const_iterator1 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + BOOST_UBLAS_CHECK (it2_ == it.it2_, external_logic ()); + return it1_ - it.it1_; + } + + // Dereference + BOOST_UBLAS_INLINE + const_reference operator * () const { + return (*this) () (it1_, it2_); + } + BOOST_UBLAS_INLINE + const_reference operator [] (difference_type n) const { + return *(*this + n); + } + +#ifndef BOOST_UBLAS_NO_NESTED_CLASS_RELATION + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + const_iterator2 begin () const { + return (*this) ().find2 (1, it1_, 0); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + const_iterator2 end () const { + return (*this) ().find2 (1, it1_, (*this) ().size2 ()); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + const_reverse_iterator2 rbegin () const { + return const_reverse_iterator2 (end ()); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + const_reverse_iterator2 rend () const { + return const_reverse_iterator2 (begin ()); + } +#endif + + // Indices + BOOST_UBLAS_INLINE + size_type index1 () const { + return it1_; + } + BOOST_UBLAS_INLINE + size_type index2 () const { + return it2_; + } + + // Assignment + BOOST_UBLAS_INLINE + const_iterator1 &operator = (const const_iterator1 &it) { + container_const_reference<self_type>::assign (&it ()); + it1_ = it.it1_; + it2_ = it.it2_; + return *this; + } + + // Comparison + BOOST_UBLAS_INLINE + bool operator == (const const_iterator1 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + BOOST_UBLAS_CHECK (it2_ == it.it2_, external_logic ()); + return it1_ == it.it1_; + } + BOOST_UBLAS_INLINE + bool operator < (const const_iterator1 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + BOOST_UBLAS_CHECK (it2_ == it.it2_, external_logic ()); + return it1_ < it.it1_; + } + + private: + size_type it1_; + size_type it2_; + }; +#endif + + BOOST_UBLAS_INLINE + const_iterator1 begin1 () const { + return find1 (0, 0, 0); + } + BOOST_UBLAS_INLINE + const_iterator1 end1 () const { + return find1 (0, size1_, 0); + } + +#ifndef BOOST_UBLAS_USE_INDEXED_ITERATOR + class iterator1: + public container_reference<triangular_matrix>, + public random_access_iterator_base<packed_random_access_iterator_tag, + iterator1, value_type> { + public: + typedef typename triangular_matrix::value_type value_type; + typedef typename triangular_matrix::difference_type difference_type; + typedef typename triangular_matrix::reference reference; + typedef typename triangular_matrix::pointer pointer; + + typedef iterator2 dual_iterator_type; + typedef reverse_iterator2 dual_reverse_iterator_type; + + // Construction and destruction + BOOST_UBLAS_INLINE + iterator1 (): + container_reference<self_type> (), it1_ (), it2_ () {} + BOOST_UBLAS_INLINE + iterator1 (self_type &m, size_type it1, size_type it2): + container_reference<self_type> (m), it1_ (it1), it2_ (it2) {} + + // Arithmetic + BOOST_UBLAS_INLINE + iterator1 &operator ++ () { + ++ it1_; + return *this; + } + BOOST_UBLAS_INLINE + iterator1 &operator -- () { + -- it1_; + return *this; + } + BOOST_UBLAS_INLINE + iterator1 &operator += (difference_type n) { + it1_ += n; + return *this; + } + BOOST_UBLAS_INLINE + iterator1 &operator -= (difference_type n) { + it1_ -= n; + return *this; + } + BOOST_UBLAS_INLINE + difference_type operator - (const iterator1 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + BOOST_UBLAS_CHECK (it2_ == it.it2_, external_logic ()); + return it1_ - it.it1_; + } + + // Dereference + BOOST_UBLAS_INLINE + reference operator * () const { + return (*this) () (it1_, it2_); + } + BOOST_UBLAS_INLINE + reference operator [] (difference_type n) const { + return *(*this + n); + } + +#ifndef BOOST_UBLAS_NO_NESTED_CLASS_RELATION + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + iterator2 begin () const { + return (*this) ().find2 (1, it1_, 0); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + iterator2 end () const { + return (*this) ().find2 (1, it1_, (*this) ().size2 ()); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + reverse_iterator2 rbegin () const { + return reverse_iterator2 (end ()); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + reverse_iterator2 rend () const { + return reverse_iterator2 (begin ()); + } +#endif + + // Indices + BOOST_UBLAS_INLINE + size_type index1 () const { + return it1_; + } + BOOST_UBLAS_INLINE + size_type index2 () const { + return it2_; + } + + // Assignment + BOOST_UBLAS_INLINE + iterator1 &operator = (const iterator1 &it) { + container_reference<self_type>::assign (&it ()); + it1_ = it.it1_; + it2_ = it.it2_; + return *this; + } + + // Comparison + BOOST_UBLAS_INLINE + bool operator == (const iterator1 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + BOOST_UBLAS_CHECK (it2_ == it.it2_, external_logic ()); + return it1_ == it.it1_; + } + BOOST_UBLAS_INLINE + bool operator < (const iterator1 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + BOOST_UBLAS_CHECK (it2_ == it.it2_, external_logic ()); + return it1_ < it.it1_; + } + + private: + size_type it1_; + size_type it2_; + + friend class const_iterator1; + }; +#endif + + BOOST_UBLAS_INLINE + iterator1 begin1 () { + return find1 (0, 0, 0); + } + BOOST_UBLAS_INLINE + iterator1 end1 () { + return find1 (0, size1_, 0); + } + +#ifndef BOOST_UBLAS_USE_INDEXED_ITERATOR + class const_iterator2: + public container_const_reference<triangular_matrix>, + public random_access_iterator_base<packed_random_access_iterator_tag, + const_iterator2, value_type> { + public: + typedef typename triangular_matrix::value_type value_type; + typedef typename triangular_matrix::difference_type difference_type; + typedef typename triangular_matrix::const_reference reference; + typedef const typename triangular_matrix::pointer pointer; + + typedef const_iterator1 dual_iterator_type; + typedef const_reverse_iterator1 dual_reverse_iterator_type; + + // Construction and destruction + BOOST_UBLAS_INLINE + const_iterator2 (): + container_const_reference<self_type> (), it1_ (), it2_ () {} + BOOST_UBLAS_INLINE + const_iterator2 (const self_type &m, size_type it1, size_type it2): + container_const_reference<self_type> (m), it1_ (it1), it2_ (it2) {} + BOOST_UBLAS_INLINE + const_iterator2 (const iterator2 &it): + container_const_reference<self_type> (it ()), it1_ (it.it1_), it2_ (it.it2_) {} + + // Arithmetic + BOOST_UBLAS_INLINE + const_iterator2 &operator ++ () { + ++ it2_; + return *this; + } + BOOST_UBLAS_INLINE + const_iterator2 &operator -- () { + -- it2_; + return *this; + } + BOOST_UBLAS_INLINE + const_iterator2 &operator += (difference_type n) { + it2_ += n; + return *this; + } + BOOST_UBLAS_INLINE + const_iterator2 &operator -= (difference_type n) { + it2_ -= n; + return *this; + } + BOOST_UBLAS_INLINE + difference_type operator - (const const_iterator2 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + BOOST_UBLAS_CHECK (it1_ == it.it1_, external_logic ()); + return it2_ - it.it2_; + } + + // Dereference + BOOST_UBLAS_INLINE + const_reference operator * () const { + return (*this) () (it1_, it2_); + } + BOOST_UBLAS_INLINE + const_reference operator [] (difference_type n) const { + return *(*this + n); + } + +#ifndef BOOST_UBLAS_NO_NESTED_CLASS_RELATION + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + const_iterator1 begin () const { + return (*this) ().find1 (1, 0, it2_); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + const_iterator1 end () const { + return (*this) ().find1 (1, (*this) ().size1 (), it2_); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + const_reverse_iterator1 rbegin () const { + return const_reverse_iterator1 (end ()); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + const_reverse_iterator1 rend () const { + return const_reverse_iterator1 (begin ()); + } +#endif + + // Indices + BOOST_UBLAS_INLINE + size_type index1 () const { + return it1_; + } + BOOST_UBLAS_INLINE + size_type index2 () const { + return it2_; + } + + // Assignment + BOOST_UBLAS_INLINE + const_iterator2 &operator = (const const_iterator2 &it) { + container_const_reference<self_type>::assign (&it ()); + it1_ = it.it1_; + it2_ = it.it2_; + return *this; + } + + // Comparison + BOOST_UBLAS_INLINE + bool operator == (const const_iterator2 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + BOOST_UBLAS_CHECK (it1_ == it.it1_, external_logic ()); + return it2_ == it.it2_; + } + BOOST_UBLAS_INLINE + bool operator < (const const_iterator2 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + BOOST_UBLAS_CHECK (it1_ == it.it1_, external_logic ()); + return it2_ < it.it2_; + } + + private: + size_type it1_; + size_type it2_; + }; +#endif + + BOOST_UBLAS_INLINE + const_iterator2 begin2 () const { + return find2 (0, 0, 0); + } + BOOST_UBLAS_INLINE + const_iterator2 end2 () const { + return find2 (0, 0, size2_); + } + +#ifndef BOOST_UBLAS_USE_INDEXED_ITERATOR + class iterator2: + public container_reference<triangular_matrix>, + public random_access_iterator_base<packed_random_access_iterator_tag, + iterator2, value_type> { + public: + typedef typename triangular_matrix::value_type value_type; + typedef typename triangular_matrix::difference_type difference_type; + typedef typename triangular_matrix::reference reference; + typedef typename triangular_matrix::pointer pointer; + + typedef iterator1 dual_iterator_type; + typedef reverse_iterator1 dual_reverse_iterator_type; + + // Construction and destruction + BOOST_UBLAS_INLINE + iterator2 (): + container_reference<self_type> (), it1_ (), it2_ () {} + BOOST_UBLAS_INLINE + iterator2 (self_type &m, size_type it1, size_type it2): + container_reference<self_type> (m), it1_ (it1), it2_ (it2) {} + + // Arithmetic + BOOST_UBLAS_INLINE + iterator2 &operator ++ () { + ++ it2_; + return *this; + } + BOOST_UBLAS_INLINE + iterator2 &operator -- () { + -- it2_; + return *this; + } + BOOST_UBLAS_INLINE + iterator2 &operator += (difference_type n) { + it2_ += n; + return *this; + } + BOOST_UBLAS_INLINE + iterator2 &operator -= (difference_type n) { + it2_ -= n; + return *this; + } + BOOST_UBLAS_INLINE + difference_type operator - (const iterator2 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + BOOST_UBLAS_CHECK (it1_ == it.it1_, external_logic ()); + return it2_ - it.it2_; + } + + // Dereference + BOOST_UBLAS_INLINE + reference operator * () const { + return (*this) () (it1_, it2_); + } + BOOST_UBLAS_INLINE + reference operator [] (difference_type n) const { + return *(*this + n); + } + +#ifndef BOOST_UBLAS_NO_NESTED_CLASS_RELATION + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + iterator1 begin () const { + return (*this) ().find1 (1, 0, it2_); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + iterator1 end () const { + return (*this) ().find1 (1, (*this) ().size1 (), it2_); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + reverse_iterator1 rbegin () const { + return reverse_iterator1 (end ()); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + reverse_iterator1 rend () const { + return reverse_iterator1 (begin ()); + } +#endif + + // Indices + BOOST_UBLAS_INLINE + size_type index1 () const { + return it1_; + } + BOOST_UBLAS_INLINE + size_type index2 () const { + return it2_; + } + + // Assignment + BOOST_UBLAS_INLINE + iterator2 &operator = (const iterator2 &it) { + container_reference<self_type>::assign (&it ()); + it1_ = it.it1_; + it2_ = it.it2_; + return *this; + } + + // Comparison + BOOST_UBLAS_INLINE + bool operator == (const iterator2 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + BOOST_UBLAS_CHECK (it1_ == it.it1_, external_logic ()); + return it2_ == it.it2_; + } + BOOST_UBLAS_INLINE + bool operator < (const iterator2 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + BOOST_UBLAS_CHECK (it1_ == it.it1_, external_logic ()); + return it2_ < it.it2_; + } + + private: + size_type it1_; + size_type it2_; + + friend class const_iterator2; + }; +#endif + + BOOST_UBLAS_INLINE + iterator2 begin2 () { + return find2 (0, 0, 0); + } + BOOST_UBLAS_INLINE + iterator2 end2 () { + return find2 (0, 0, size2_); + } + + // Reverse iterators + + BOOST_UBLAS_INLINE + const_reverse_iterator1 rbegin1 () const { + return const_reverse_iterator1 (end1 ()); + } + BOOST_UBLAS_INLINE + const_reverse_iterator1 rend1 () const { + return const_reverse_iterator1 (begin1 ()); + } + + BOOST_UBLAS_INLINE + reverse_iterator1 rbegin1 () { + return reverse_iterator1 (end1 ()); + } + BOOST_UBLAS_INLINE + reverse_iterator1 rend1 () { + return reverse_iterator1 (begin1 ()); + } + + BOOST_UBLAS_INLINE + const_reverse_iterator2 rbegin2 () const { + return const_reverse_iterator2 (end2 ()); + } + BOOST_UBLAS_INLINE + const_reverse_iterator2 rend2 () const { + return const_reverse_iterator2 (begin2 ()); + } + + BOOST_UBLAS_INLINE + reverse_iterator2 rbegin2 () { + return reverse_iterator2 (end2 ()); + } + BOOST_UBLAS_INLINE + reverse_iterator2 rend2 () { + return reverse_iterator2 (begin2 ()); + } + + private: + size_type size1_; + size_type size2_; + array_type data_; + static const value_type zero_; + static const value_type one_; + }; + + template<class T, class TRI, class L, class A> + const typename triangular_matrix<T, TRI, L, A>::value_type triangular_matrix<T, TRI, L, A>::zero_ = value_type/*zero*/(); + template<class T, class TRI, class L, class A> + const typename triangular_matrix<T, TRI, L, A>::value_type triangular_matrix<T, TRI, L, A>::one_ (1); + + + // Triangular matrix adaptor class + template<class M, class TRI> + class triangular_adaptor: + public matrix_expression<triangular_adaptor<M, TRI> > { + + typedef triangular_adaptor<M, TRI> self_type; + + public: +#ifdef BOOST_UBLAS_ENABLE_PROXY_SHORTCUTS + using matrix_expression<self_type>::operator (); +#endif + typedef const M const_matrix_type; + typedef M matrix_type; + typedef TRI triangular_type; + typedef typename M::size_type size_type; + typedef typename M::difference_type difference_type; + typedef typename M::value_type value_type; + typedef typename M::const_reference const_reference; + typedef typename boost::mpl::if_<boost::is_const<M>, + typename M::const_reference, + typename M::reference>::type reference; + typedef typename boost::mpl::if_<boost::is_const<M>, + typename M::const_closure_type, + typename M::closure_type>::type matrix_closure_type; + typedef const self_type const_closure_type; + typedef self_type closure_type; + // Replaced by _temporary_traits to avoid type requirements on M + //typedef typename M::vector_temporary_type vector_temporary_type; + //typedef typename M::matrix_temporary_type matrix_temporary_type; + typedef typename storage_restrict_traits<typename M::storage_category, + packed_proxy_tag>::storage_category storage_category; + typedef typename M::orientation_category orientation_category; + + // Construction and destruction + BOOST_UBLAS_INLINE + triangular_adaptor (matrix_type &data): + matrix_expression<self_type> (), + data_ (data) {} + BOOST_UBLAS_INLINE + triangular_adaptor (const triangular_adaptor &m): + matrix_expression<self_type> (), + data_ (m.data_) {} + + // Accessors + BOOST_UBLAS_INLINE + size_type size1 () const { + return data_.size1 (); + } + BOOST_UBLAS_INLINE + size_type size2 () const { + return data_.size2 (); + } + + // Storage accessors + BOOST_UBLAS_INLINE + const matrix_closure_type &data () const { + return data_; + } + BOOST_UBLAS_INLINE + matrix_closure_type &data () { + return data_; + } + + // Element access +#ifndef BOOST_UBLAS_PROXY_CONST_MEMBER + BOOST_UBLAS_INLINE + const_reference operator () (size_type i, size_type j) const { + BOOST_UBLAS_CHECK (i < size1 (), bad_index ()); + BOOST_UBLAS_CHECK (j < size2 (), bad_index ()); + if (triangular_type::other (i, j)) + return data () (i, j); + else if (triangular_type::one (i, j)) + return one_; + else + return zero_; + } + BOOST_UBLAS_INLINE + reference operator () (size_type i, size_type j) { + BOOST_UBLAS_CHECK (i < size1 (), bad_index ()); + BOOST_UBLAS_CHECK (j < size2 (), bad_index ()); + if (!triangular_type::other (i, j)) { + bad_index ().raise (); + // NEVER reached + } + return data () (i, j); + } +#else + BOOST_UBLAS_INLINE + reference operator () (size_type i, size_type j) const { + BOOST_UBLAS_CHECK (i < size1 (), bad_index ()); + BOOST_UBLAS_CHECK (j < size2 (), bad_index ()); + if (!triangular_type::other (i, j)) { + bad_index ().raise (); + // NEVER reached + } + return data () (i, j); + } +#endif + + // Assignment + BOOST_UBLAS_INLINE + triangular_adaptor &operator = (const triangular_adaptor &m) { + matrix_assign<scalar_assign> (*this, m); + return *this; + } + BOOST_UBLAS_INLINE + triangular_adaptor &assign_temporary (triangular_adaptor &m) { + *this = m; + return *this; + } + template<class AE> + BOOST_UBLAS_INLINE + triangular_adaptor &operator = (const matrix_expression<AE> &ae) { + matrix_assign<scalar_assign> (*this, matrix<value_type> (ae)); + return *this; + } + template<class AE> + BOOST_UBLAS_INLINE + triangular_adaptor &assign (const matrix_expression<AE> &ae) { + matrix_assign<scalar_assign> (*this, ae); + return *this; + } + template<class AE> + BOOST_UBLAS_INLINE + triangular_adaptor& operator += (const matrix_expression<AE> &ae) { + matrix_assign<scalar_assign> (*this, matrix<value_type> (*this + ae)); + return *this; + } + template<class AE> + BOOST_UBLAS_INLINE + triangular_adaptor &plus_assign (const matrix_expression<AE> &ae) { + matrix_assign<scalar_plus_assign> (*this, ae); + return *this; + } + template<class AE> + BOOST_UBLAS_INLINE + triangular_adaptor& operator -= (const matrix_expression<AE> &ae) { + matrix_assign<scalar_assign> (*this, matrix<value_type> (*this - ae)); + return *this; + } + template<class AE> + BOOST_UBLAS_INLINE + triangular_adaptor &minus_assign (const matrix_expression<AE> &ae) { + matrix_assign<scalar_minus_assign> (*this, ae); + return *this; + } + template<class AT> + BOOST_UBLAS_INLINE + triangular_adaptor& operator *= (const AT &at) { + matrix_assign_scalar<scalar_multiplies_assign> (*this, at); + return *this; + } + template<class AT> + BOOST_UBLAS_INLINE + triangular_adaptor& operator /= (const AT &at) { + matrix_assign_scalar<scalar_divides_assign> (*this, at); + return *this; + } + + // Closure comparison + BOOST_UBLAS_INLINE + bool same_closure (const triangular_adaptor &ta) const { + return (*this).data ().same_closure (ta.data ()); + } + + // Swapping + BOOST_UBLAS_INLINE + void swap (triangular_adaptor &m) { + if (this != &m) + matrix_swap<scalar_swap> (*this, m); + } + BOOST_UBLAS_INLINE + friend void swap (triangular_adaptor &m1, triangular_adaptor &m2) { + m1.swap (m2); + } + + // Iterator types + private: + typedef typename M::const_iterator1 const_subiterator1_type; + typedef typename boost::mpl::if_<boost::is_const<M>, + typename M::const_iterator1, + typename M::iterator1>::type subiterator1_type; + typedef typename M::const_iterator2 const_subiterator2_type; + typedef typename boost::mpl::if_<boost::is_const<M>, + typename M::const_iterator2, + typename M::iterator2>::type subiterator2_type; + + public: +#ifdef BOOST_UBLAS_USE_INDEXED_ITERATOR + typedef indexed_iterator1<self_type, packed_random_access_iterator_tag> iterator1; + typedef indexed_iterator2<self_type, packed_random_access_iterator_tag> iterator2; + typedef indexed_const_iterator1<self_type, packed_random_access_iterator_tag> const_iterator1; + typedef indexed_const_iterator2<self_type, packed_random_access_iterator_tag> const_iterator2; +#else + class const_iterator1; + class iterator1; + class const_iterator2; + class iterator2; +#endif + typedef reverse_iterator_base1<const_iterator1> const_reverse_iterator1; + typedef reverse_iterator_base1<iterator1> reverse_iterator1; + typedef reverse_iterator_base2<const_iterator2> const_reverse_iterator2; + typedef reverse_iterator_base2<iterator2> reverse_iterator2; + + // Element lookup + BOOST_UBLAS_INLINE + const_iterator1 find1 (int rank, size_type i, size_type j) const { + if (rank == 1) + i = triangular_type::restrict1 (i, j, size1(), size2()); + if (rank == 0) + i = triangular_type::global_restrict1 (i, size1(), j, size2()); + return const_iterator1 (*this, data ().find1 (rank, i, j)); + } + BOOST_UBLAS_INLINE + iterator1 find1 (int rank, size_type i, size_type j) { + if (rank == 1) + i = triangular_type::mutable_restrict1 (i, j, size1(), size2()); + if (rank == 0) + i = triangular_type::global_mutable_restrict1 (i, size1(), j, size2()); + return iterator1 (*this, data ().find1 (rank, i, j)); + } + BOOST_UBLAS_INLINE + const_iterator2 find2 (int rank, size_type i, size_type j) const { + if (rank == 1) + j = triangular_type::restrict2 (i, j, size1(), size2()); + if (rank == 0) + j = triangular_type::global_restrict2 (i, size1(), j, size2()); + return const_iterator2 (*this, data ().find2 (rank, i, j)); + } + BOOST_UBLAS_INLINE + iterator2 find2 (int rank, size_type i, size_type j) { + if (rank == 1) + j = triangular_type::mutable_restrict2 (i, j, size1(), size2()); + if (rank == 0) + j = triangular_type::global_mutable_restrict2 (i, size1(), j, size2()); + return iterator2 (*this, data ().find2 (rank, i, j)); + } + + // Iterators simply are indices. + +#ifndef BOOST_UBLAS_USE_INDEXED_ITERATOR + class const_iterator1: + public container_const_reference<triangular_adaptor>, + public random_access_iterator_base<typename iterator_restrict_traits< + typename const_subiterator1_type::iterator_category, packed_random_access_iterator_tag>::iterator_category, + const_iterator1, value_type> { + public: + typedef typename const_subiterator1_type::value_type value_type; + typedef typename const_subiterator1_type::difference_type difference_type; + typedef typename const_subiterator1_type::reference reference; + typedef typename const_subiterator1_type::pointer pointer; + + typedef const_iterator2 dual_iterator_type; + typedef const_reverse_iterator2 dual_reverse_iterator_type; + + // Construction and destruction + BOOST_UBLAS_INLINE + const_iterator1 (): + container_const_reference<self_type> (), it1_ () {} + BOOST_UBLAS_INLINE + const_iterator1 (const self_type &m, const const_subiterator1_type &it1): + container_const_reference<self_type> (m), it1_ (it1) {} + BOOST_UBLAS_INLINE + const_iterator1 (const iterator1 &it): + container_const_reference<self_type> (it ()), it1_ (it.it1_) {} + + // Arithmetic + BOOST_UBLAS_INLINE + const_iterator1 &operator ++ () { + ++ it1_; + return *this; + } + BOOST_UBLAS_INLINE + const_iterator1 &operator -- () { + -- it1_; + return *this; + } + BOOST_UBLAS_INLINE + const_iterator1 &operator += (difference_type n) { + it1_ += n; + return *this; + } + BOOST_UBLAS_INLINE + const_iterator1 &operator -= (difference_type n) { + it1_ -= n; + return *this; + } + BOOST_UBLAS_INLINE + difference_type operator - (const const_iterator1 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + return it1_ - it.it1_; + } + + // Dereference + BOOST_UBLAS_INLINE + const_reference operator * () const { + size_type i = index1 (); + size_type j = index2 (); + BOOST_UBLAS_CHECK (i < (*this) ().size1 (), bad_index ()); + BOOST_UBLAS_CHECK (j < (*this) ().size2 (), bad_index ()); + if (triangular_type::other (i, j)) + return *it1_; + else + return (*this) () (i, j); + } + BOOST_UBLAS_INLINE + const_reference operator [] (difference_type n) const { + return *(*this + n); + } + +#ifndef BOOST_UBLAS_NO_NESTED_CLASS_RELATION + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + const_iterator2 begin () const { + return (*this) ().find2 (1, index1 (), 0); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + const_iterator2 end () const { + return (*this) ().find2 (1, index1 (), (*this) ().size2 ()); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + const_reverse_iterator2 rbegin () const { + return const_reverse_iterator2 (end ()); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + const_reverse_iterator2 rend () const { + return const_reverse_iterator2 (begin ()); + } +#endif + + // Indices + BOOST_UBLAS_INLINE + size_type index1 () const { + return it1_.index1 (); + } + BOOST_UBLAS_INLINE + size_type index2 () const { + return it1_.index2 (); + } + + // Assignment + BOOST_UBLAS_INLINE + const_iterator1 &operator = (const const_iterator1 &it) { + container_const_reference<self_type>::assign (&it ()); + it1_ = it.it1_; + return *this; + } + + // Comparison + BOOST_UBLAS_INLINE + bool operator == (const const_iterator1 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + return it1_ == it.it1_; + } + BOOST_UBLAS_INLINE + bool operator < (const const_iterator1 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + return it1_ < it.it1_; + } + + private: + const_subiterator1_type it1_; + }; +#endif + + BOOST_UBLAS_INLINE + const_iterator1 begin1 () const { + return find1 (0, 0, 0); + } + BOOST_UBLAS_INLINE + const_iterator1 end1 () const { + return find1 (0, size1 (), 0); + } + +#ifndef BOOST_UBLAS_USE_INDEXED_ITERATOR + class iterator1: + public container_reference<triangular_adaptor>, + public random_access_iterator_base<typename iterator_restrict_traits< + typename subiterator1_type::iterator_category, packed_random_access_iterator_tag>::iterator_category, + iterator1, value_type> { + public: + typedef typename subiterator1_type::value_type value_type; + typedef typename subiterator1_type::difference_type difference_type; + typedef typename subiterator1_type::reference reference; + typedef typename subiterator1_type::pointer pointer; + + typedef iterator2 dual_iterator_type; + typedef reverse_iterator2 dual_reverse_iterator_type; + + // Construction and destruction + BOOST_UBLAS_INLINE + iterator1 (): + container_reference<self_type> (), it1_ () {} + BOOST_UBLAS_INLINE + iterator1 (self_type &m, const subiterator1_type &it1): + container_reference<self_type> (m), it1_ (it1) {} + + // Arithmetic + BOOST_UBLAS_INLINE + iterator1 &operator ++ () { + ++ it1_; + return *this; + } + BOOST_UBLAS_INLINE + iterator1 &operator -- () { + -- it1_; + return *this; + } + BOOST_UBLAS_INLINE + iterator1 &operator += (difference_type n) { + it1_ += n; + return *this; + } + BOOST_UBLAS_INLINE + iterator1 &operator -= (difference_type n) { + it1_ -= n; + return *this; + } + BOOST_UBLAS_INLINE + difference_type operator - (const iterator1 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + return it1_ - it.it1_; + } + + // Dereference + BOOST_UBLAS_INLINE + reference operator * () const { + size_type i = index1 (); + size_type j = index2 (); + BOOST_UBLAS_CHECK (i < (*this) ().size1 (), bad_index ()); + BOOST_UBLAS_CHECK (j < (*this) ().size2 (), bad_index ()); + if (triangular_type::other (i, j)) + return *it1_; + else + return (*this) () (i, j); + } + BOOST_UBLAS_INLINE + reference operator [] (difference_type n) const { + return *(*this + n); + } + +#ifndef BOOST_UBLAS_NO_NESTED_CLASS_RELATION + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + iterator2 begin () const { + return (*this) ().find2 (1, index1 (), 0); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + iterator2 end () const { + return (*this) ().find2 (1, index1 (), (*this) ().size2 ()); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + reverse_iterator2 rbegin () const { + return reverse_iterator2 (end ()); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + reverse_iterator2 rend () const { + return reverse_iterator2 (begin ()); + } +#endif + + // Indices + BOOST_UBLAS_INLINE + size_type index1 () const { + return it1_.index1 (); + } + BOOST_UBLAS_INLINE + size_type index2 () const { + return it1_.index2 (); + } + + // Assignment + BOOST_UBLAS_INLINE + iterator1 &operator = (const iterator1 &it) { + container_reference<self_type>::assign (&it ()); + it1_ = it.it1_; + return *this; + } + + // Comparison + BOOST_UBLAS_INLINE + bool operator == (const iterator1 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + return it1_ == it.it1_; + } + BOOST_UBLAS_INLINE + bool operator < (const iterator1 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + return it1_ < it.it1_; + } + + private: + subiterator1_type it1_; + + friend class const_iterator1; + }; +#endif + + BOOST_UBLAS_INLINE + iterator1 begin1 () { + return find1 (0, 0, 0); + } + BOOST_UBLAS_INLINE + iterator1 end1 () { + return find1 (0, size1 (), 0); + } + +#ifndef BOOST_UBLAS_USE_INDEXED_ITERATOR + class const_iterator2: + public container_const_reference<triangular_adaptor>, + public random_access_iterator_base<typename iterator_restrict_traits< + typename const_subiterator1_type::iterator_category, packed_random_access_iterator_tag>::iterator_category, + const_iterator2, value_type> { + public: + typedef typename const_subiterator2_type::value_type value_type; + typedef typename const_subiterator2_type::difference_type difference_type; + typedef typename const_subiterator2_type::reference reference; + typedef typename const_subiterator2_type::pointer pointer; + + typedef const_iterator1 dual_iterator_type; + typedef const_reverse_iterator1 dual_reverse_iterator_type; + + // Construction and destruction + BOOST_UBLAS_INLINE + const_iterator2 (): + container_const_reference<self_type> (), it2_ () {} + BOOST_UBLAS_INLINE + const_iterator2 (const self_type &m, const const_subiterator2_type &it2): + container_const_reference<self_type> (m), it2_ (it2) {} + BOOST_UBLAS_INLINE + const_iterator2 (const iterator2 &it): + container_const_reference<self_type> (it ()), it2_ (it.it2_) {} + + // Arithmetic + BOOST_UBLAS_INLINE + const_iterator2 &operator ++ () { + ++ it2_; + return *this; + } + BOOST_UBLAS_INLINE + const_iterator2 &operator -- () { + -- it2_; + return *this; + } + BOOST_UBLAS_INLINE + const_iterator2 &operator += (difference_type n) { + it2_ += n; + return *this; + } + BOOST_UBLAS_INLINE + const_iterator2 &operator -= (difference_type n) { + it2_ -= n; + return *this; + } + BOOST_UBLAS_INLINE + difference_type operator - (const const_iterator2 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + return it2_ - it.it2_; + } + + // Dereference + BOOST_UBLAS_INLINE + const_reference operator * () const { + size_type i = index1 (); + size_type j = index2 (); + BOOST_UBLAS_CHECK (i < (*this) ().size1 (), bad_index ()); + BOOST_UBLAS_CHECK (j < (*this) ().size2 (), bad_index ()); + if (triangular_type::other (i, j)) + return *it2_; + else + return (*this) () (i, j); + } + BOOST_UBLAS_INLINE + const_reference operator [] (difference_type n) const { + return *(*this + n); + } + +#ifndef BOOST_UBLAS_NO_NESTED_CLASS_RELATION + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + const_iterator1 begin () const { + return (*this) ().find1 (1, 0, index2 ()); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + const_iterator1 end () const { + return (*this) ().find1 (1, (*this) ().size1 (), index2 ()); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + const_reverse_iterator1 rbegin () const { + return const_reverse_iterator1 (end ()); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + const_reverse_iterator1 rend () const { + return const_reverse_iterator1 (begin ()); + } +#endif + + // Indices + BOOST_UBLAS_INLINE + size_type index1 () const { + return it2_.index1 (); + } + BOOST_UBLAS_INLINE + size_type index2 () const { + return it2_.index2 (); + } + + // Assignment + BOOST_UBLAS_INLINE + const_iterator2 &operator = (const const_iterator2 &it) { + container_const_reference<self_type>::assign (&it ()); + it2_ = it.it2_; + return *this; + } + + // Comparison + BOOST_UBLAS_INLINE + bool operator == (const const_iterator2 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + return it2_ == it.it2_; + } + BOOST_UBLAS_INLINE + bool operator < (const const_iterator2 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + return it2_ < it.it2_; + } + + private: + const_subiterator2_type it2_; + }; +#endif + + BOOST_UBLAS_INLINE + const_iterator2 begin2 () const { + return find2 (0, 0, 0); + } + BOOST_UBLAS_INLINE + const_iterator2 end2 () const { + return find2 (0, 0, size2 ()); + } + +#ifndef BOOST_UBLAS_USE_INDEXED_ITERATOR + class iterator2: + public container_reference<triangular_adaptor>, + public random_access_iterator_base<typename iterator_restrict_traits< + typename subiterator1_type::iterator_category, packed_random_access_iterator_tag>::iterator_category, + iterator2, value_type> { + public: + typedef typename subiterator2_type::value_type value_type; + typedef typename subiterator2_type::difference_type difference_type; + typedef typename subiterator2_type::reference reference; + typedef typename subiterator2_type::pointer pointer; + + typedef iterator1 dual_iterator_type; + typedef reverse_iterator1 dual_reverse_iterator_type; + + // Construction and destruction + BOOST_UBLAS_INLINE + iterator2 (): + container_reference<self_type> (), it2_ () {} + BOOST_UBLAS_INLINE + iterator2 (self_type &m, const subiterator2_type &it2): + container_reference<self_type> (m), it2_ (it2) {} + + // Arithmetic + BOOST_UBLAS_INLINE + iterator2 &operator ++ () { + ++ it2_; + return *this; + } + BOOST_UBLAS_INLINE + iterator2 &operator -- () { + -- it2_; + return *this; + } + BOOST_UBLAS_INLINE + iterator2 &operator += (difference_type n) { + it2_ += n; + return *this; + } + BOOST_UBLAS_INLINE + iterator2 &operator -= (difference_type n) { + it2_ -= n; + return *this; + } + BOOST_UBLAS_INLINE + difference_type operator - (const iterator2 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + return it2_ - it.it2_; + } + + // Dereference + BOOST_UBLAS_INLINE + reference operator * () const { + size_type i = index1 (); + size_type j = index2 (); + BOOST_UBLAS_CHECK (i < (*this) ().size1 (), bad_index ()); + BOOST_UBLAS_CHECK (j < (*this) ().size2 (), bad_index ()); + if (triangular_type::other (i, j)) + return *it2_; + else + return (*this) () (i, j); + } + BOOST_UBLAS_INLINE + reference operator [] (difference_type n) const { + return *(*this + n); + } + +#ifndef BOOST_UBLAS_NO_NESTED_CLASS_RELATION + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + iterator1 begin () const { + return (*this) ().find1 (1, 0, index2 ()); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + iterator1 end () const { + return (*this) ().find1 (1, (*this) ().size1 (), index2 ()); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + reverse_iterator1 rbegin () const { + return reverse_iterator1 (end ()); + } + BOOST_UBLAS_INLINE +#ifdef BOOST_UBLAS_MSVC_NESTED_CLASS_RELATION + typename self_type:: +#endif + reverse_iterator1 rend () const { + return reverse_iterator1 (begin ()); + } +#endif + + // Indices + BOOST_UBLAS_INLINE + size_type index1 () const { + return it2_.index1 (); + } + BOOST_UBLAS_INLINE + size_type index2 () const { + return it2_.index2 (); + } + + // Assignment + BOOST_UBLAS_INLINE + iterator2 &operator = (const iterator2 &it) { + container_reference<self_type>::assign (&it ()); + it2_ = it.it2_; + return *this; + } + + // Comparison + BOOST_UBLAS_INLINE + bool operator == (const iterator2 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + return it2_ == it.it2_; + } + BOOST_UBLAS_INLINE + bool operator < (const iterator2 &it) const { + BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ()); + return it2_ < it.it2_; + } + + private: + subiterator2_type it2_; + + friend class const_iterator2; + }; +#endif + + BOOST_UBLAS_INLINE + iterator2 begin2 () { + return find2 (0, 0, 0); + } + BOOST_UBLAS_INLINE + iterator2 end2 () { + return find2 (0, 0, size2 ()); + } + + // Reverse iterators + + BOOST_UBLAS_INLINE + const_reverse_iterator1 rbegin1 () const { + return const_reverse_iterator1 (end1 ()); + } + BOOST_UBLAS_INLINE + const_reverse_iterator1 rend1 () const { + return const_reverse_iterator1 (begin1 ()); + } + + BOOST_UBLAS_INLINE + reverse_iterator1 rbegin1 () { + return reverse_iterator1 (end1 ()); + } + BOOST_UBLAS_INLINE + reverse_iterator1 rend1 () { + return reverse_iterator1 (begin1 ()); + } + + BOOST_UBLAS_INLINE + const_reverse_iterator2 rbegin2 () const { + return const_reverse_iterator2 (end2 ()); + } + BOOST_UBLAS_INLINE + const_reverse_iterator2 rend2 () const { + return const_reverse_iterator2 (begin2 ()); + } + + BOOST_UBLAS_INLINE + reverse_iterator2 rbegin2 () { + return reverse_iterator2 (end2 ()); + } + BOOST_UBLAS_INLINE + reverse_iterator2 rend2 () { + return reverse_iterator2 (begin2 ()); + } + + private: + matrix_closure_type data_; + static const value_type zero_; + static const value_type one_; + }; + + template<class M, class TRI> + const typename triangular_adaptor<M, TRI>::value_type triangular_adaptor<M, TRI>::zero_ = value_type/*zero*/(); + template<class M, class TRI> + const typename triangular_adaptor<M, TRI>::value_type triangular_adaptor<M, TRI>::one_ (1); + + template <class M, class TRI> + struct vector_temporary_traits< triangular_adaptor<M, TRI> > + : vector_temporary_traits< typename boost::remove_const<M>::type > {} ; + template <class M, class TRI> + struct vector_temporary_traits< const triangular_adaptor<M, TRI> > + : vector_temporary_traits< typename boost::remove_const<M>::type > {} ; + + template <class M, class TRI> + struct matrix_temporary_traits< triangular_adaptor<M, TRI> > + : matrix_temporary_traits< typename boost::remove_const<M>::type > {}; + template <class M, class TRI> + struct matrix_temporary_traits< const triangular_adaptor<M, TRI> > + : matrix_temporary_traits< typename boost::remove_const<M>::type > {}; + + + template<class E1, class E2> + struct matrix_vector_solve_traits { + typedef typename promote_traits<typename E1::value_type, typename E2::value_type>::promote_type promote_type; + typedef vector<promote_type> result_type; + }; + + // Operations: + // n * (n - 1) / 2 + n = n * (n + 1) / 2 multiplications, + // n * (n - 1) / 2 additions + + // Dense (proxy) case + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + lower_tag, column_major_tag, dense_proxy_tag) { + typedef typename E2::size_type size_type; + typedef typename E2::difference_type difference_type; + typedef typename E2::value_type value_type; + + BOOST_UBLAS_CHECK (e1 ().size1 () == e1 ().size2 (), bad_size ()); + BOOST_UBLAS_CHECK (e1 ().size2 () == e2 ().size (), bad_size ()); + size_type size = e2 ().size (); + for (size_type n = 0; n < size; ++ n) { +#ifndef BOOST_UBLAS_SINGULAR_CHECK + BOOST_UBLAS_CHECK (e1 () (n, n) != value_type/*zero*/(), singular ()); +#else + if (e1 () (n, n) == value_type/*zero*/()) + singular ().raise (); +#endif + value_type t = e2 () (n) /= e1 () (n, n); + if (t != value_type/*zero*/()) { + for (size_type m = n + 1; m < size; ++ m) + e2 () (m) -= e1 () (m, n) * t; + } + } + } + // Packed (proxy) case + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + lower_tag, column_major_tag, packed_proxy_tag) { + typedef typename E2::size_type size_type; + typedef typename E2::difference_type difference_type; + typedef typename E2::value_type value_type; + + BOOST_UBLAS_CHECK (e1 ().size1 () == e1 ().size2 (), bad_size ()); + BOOST_UBLAS_CHECK (e1 ().size2 () == e2 ().size (), bad_size ()); + size_type size = e2 ().size (); + for (size_type n = 0; n < size; ++ n) { +#ifndef BOOST_UBLAS_SINGULAR_CHECK + BOOST_UBLAS_CHECK (e1 () (n, n) != value_type/*zero*/(), singular ()); +#else + if (e1 () (n, n) == value_type/*zero*/()) + singular ().raise (); +#endif + value_type t = e2 () (n) /= e1 () (n, n); + if (t != value_type/*zero*/()) { + typename E1::const_iterator1 it1e1 (e1 ().find1 (1, n + 1, n)); + typename E1::const_iterator1 it1e1_end (e1 ().find1 (1, e1 ().size1 (), n)); + difference_type m (it1e1_end - it1e1); + while (-- m >= 0) + e2 () (it1e1.index1 ()) -= *it1e1 * t, ++ it1e1; + } + } + } + // Sparse (proxy) case + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + lower_tag, column_major_tag, unknown_storage_tag) { + typedef typename E2::size_type size_type; + typedef typename E2::difference_type difference_type; + typedef typename E2::value_type value_type; + + BOOST_UBLAS_CHECK (e1 ().size1 () == e1 ().size2 (), bad_size ()); + BOOST_UBLAS_CHECK (e1 ().size2 () == e2 ().size (), bad_size ()); + size_type size = e2 ().size (); + for (size_type n = 0; n < size; ++ n) { +#ifndef BOOST_UBLAS_SINGULAR_CHECK + BOOST_UBLAS_CHECK (e1 () (n, n) != value_type/*zero*/(), singular ()); +#else + if (e1 () (n, n) == value_type/*zero*/()) + singular ().raise (); +#endif + value_type t = e2 () (n) /= e1 () (n, n); + if (t != value_type/*zero*/()) { + typename E1::const_iterator1 it1e1 (e1 ().find1 (1, n + 1, n)); + typename E1::const_iterator1 it1e1_end (e1 ().find1 (1, e1 ().size1 (), n)); + while (it1e1 != it1e1_end) + e2 () (it1e1.index1 ()) -= *it1e1 * t, ++ it1e1; + } + } + } + + // Dense (proxy) case + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + lower_tag, row_major_tag, dense_proxy_tag) { + typedef typename E2::size_type size_type; + typedef typename E2::difference_type difference_type; + typedef typename E2::value_type value_type; + + BOOST_UBLAS_CHECK (e1 ().size1 () == e1 ().size2 (), bad_size ()); + BOOST_UBLAS_CHECK (e1 ().size2 () == e2 ().size (), bad_size ()); + size_type size = e2 ().size (); + for (size_type n = 0; n < size; ++ n) { +#ifndef BOOST_UBLAS_SINGULAR_CHECK + BOOST_UBLAS_CHECK (e1 () (n, n) != value_type/*zero*/(), singular ()); +#else + if (e1 () (n, n) == value_type/*zero*/()) + singular ().raise (); +#endif + value_type t = e2 () (n) /= e1 () (n, n); + if (t != value_type/*zero*/()) { + for (size_type m = n + 1; m < size; ++ m) + e2 () (m) -= e1 () (m, n) * t; + } + } + } + // Packed (proxy) case + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + lower_tag, row_major_tag, packed_proxy_tag) { + typedef typename E2::size_type size_type; + typedef typename E2::difference_type difference_type; + typedef typename E2::value_type value_type; + + BOOST_UBLAS_CHECK (e1 ().size1 () == e1 ().size2 (), bad_size ()); + BOOST_UBLAS_CHECK (e1 ().size2 () == e2 ().size (), bad_size ()); + size_type size = e2 ().size (); + for (size_type n = 0; n < size; ++ n) { +#ifndef BOOST_UBLAS_SINGULAR_CHECK + BOOST_UBLAS_CHECK (e1 () (n, n) != value_type/*zero*/(), singular ()); +#else + if (e1 () (n, n) == value_type/*zero*/()) + singular ().raise (); +#endif + value_type t = e2 () (n); + typename E1::const_iterator2 it2e1 (e1 ().find2 (1, n, 0)); + typename E1::const_iterator2 it2e1_end (e1 ().find2 (1, n, n)); + while (it2e1 != it2e1_end) { + t -= *it2e1 * e2 () (it2e1.index2()); + ++ it2e1; + } + e2() (n) = t / e1 () (n, n); + } + } + // Sparse (proxy) case + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + lower_tag, row_major_tag, unknown_storage_tag) { + typedef typename E2::size_type size_type; + typedef typename E2::difference_type difference_type; + typedef typename E2::value_type value_type; + + BOOST_UBLAS_CHECK (e1 ().size1 () == e1 ().size2 (), bad_size ()); + BOOST_UBLAS_CHECK (e1 ().size2 () == e2 ().size (), bad_size ()); + size_type size = e2 ().size (); + for (size_type n = 0; n < size; ++ n) { +#ifndef BOOST_UBLAS_SINGULAR_CHECK + BOOST_UBLAS_CHECK (e1 () (n, n) != value_type/*zero*/(), singular ()); +#else + if (e1 () (n, n) == value_type/*zero*/()) + singular ().raise (); +#endif + value_type t = e2 () (n); + typename E1::const_iterator2 it2e1 (e1 ().find2 (1, n, 0)); + typename E1::const_iterator2 it2e1_end (e1 ().find2 (1, n, n)); + while (it2e1 != it2e1_end) { + t -= *it2e1 * e2 () (it2e1.index2()); + ++ it2e1; + } + e2() (n) = t / e1 () (n, n); + } + } + + // Redirectors :-) + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + lower_tag, column_major_tag) { + typedef typename E1::storage_category storage_category; + inplace_solve (e1, e2, + lower_tag (), column_major_tag (), storage_category ()); + } + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + lower_tag, row_major_tag) { + typedef typename E1::storage_category storage_category; + inplace_solve (e1, e2, + lower_tag (), row_major_tag (), storage_category ()); + } + // Dispatcher + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + lower_tag) { + typedef typename E1::orientation_category orientation_category; + inplace_solve (e1, e2, + lower_tag (), orientation_category ()); + } + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + unit_lower_tag) { + typedef typename E1::orientation_category orientation_category; + inplace_solve (triangular_adaptor<const E1, unit_lower> (e1 ()), e2, + unit_lower_tag (), orientation_category ()); + } + + // Dense (proxy) case + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + upper_tag, column_major_tag, dense_proxy_tag) { + typedef typename E2::size_type size_type; + typedef typename E2::difference_type difference_type; + typedef typename E2::value_type value_type; + + BOOST_UBLAS_CHECK (e1 ().size1 () == e1 ().size2 (), bad_size ()); + BOOST_UBLAS_CHECK (e1 ().size2 () == e2 ().size (), bad_size ()); + size_type size = e2 ().size (); + for (difference_type n = size - 1; n >= 0; -- n) { +#ifndef BOOST_UBLAS_SINGULAR_CHECK + BOOST_UBLAS_CHECK (e1 () (n, n) != value_type/*zero*/(), singular ()); +#else + if (e1 () (n, n) == value_type/*zero*/()) + singular ().raise (); +#endif + value_type t = e2 () (n) /= e1 () (n, n); + if (t != value_type/*zero*/()) { + for (difference_type m = n - 1; m >= 0; -- m) + e2 () (m) -= e1 () (m, n) * t; + } + } + } + // Packed (proxy) case + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + upper_tag, column_major_tag, packed_proxy_tag) { + typedef typename E2::size_type size_type; + typedef typename E2::difference_type difference_type; + typedef typename E2::value_type value_type; + + BOOST_UBLAS_CHECK (e1 ().size1 () == e1 ().size2 (), bad_size ()); + BOOST_UBLAS_CHECK (e1 ().size2 () == e2 ().size (), bad_size ()); + size_type size = e2 ().size (); + for (difference_type n = size - 1; n >= 0; -- n) { +#ifndef BOOST_UBLAS_SINGULAR_CHECK + BOOST_UBLAS_CHECK (e1 () (n, n) != value_type/*zero*/(), singular ()); +#else + if (e1 () (n, n) == value_type/*zero*/()) + singular ().raise (); +#endif + value_type t = e2 () (n) /= e1 () (n, n); + if (t != value_type/*zero*/()) { + typename E1::const_reverse_iterator1 it1e1 (e1 ().find1 (1, n, n)); + typename E1::const_reverse_iterator1 it1e1_rend (e1 ().find1 (1, 0, n)); + while (it1e1 != it1e1_rend) { + e2 () (it1e1.index1 ()) -= *it1e1 * t, ++ it1e1; + } + } + } + } + // Sparse (proxy) case + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + upper_tag, column_major_tag, unknown_storage_tag) { + typedef typename E2::size_type size_type; + typedef typename E2::difference_type difference_type; + typedef typename E2::value_type value_type; + + BOOST_UBLAS_CHECK (e1 ().size1 () == e1 ().size2 (), bad_size ()); + BOOST_UBLAS_CHECK (e1 ().size2 () == e2 ().size (), bad_size ()); + size_type size = e2 ().size (); + for (difference_type n = size - 1; n >= 0; -- n) { +#ifndef BOOST_UBLAS_SINGULAR_CHECK + BOOST_UBLAS_CHECK (e1 () (n, n) != value_type/*zero*/(), singular ()); +#else + if (e1 () (n, n) == value_type/*zero*/()) + singular ().raise (); +#endif + value_type t = e2 () (n) /= e1 () (n, n); + if (t != value_type/*zero*/()) { + typename E1::const_reverse_iterator1 it1e1 (e1 ().find1 (1, n, n)); + typename E1::const_reverse_iterator1 it1e1_rend (e1 ().find1 (1, 0, n)); + while (it1e1 != it1e1_rend) { + e2 () (it1e1.index1 ()) -= *it1e1 * t, ++ it1e1; + } + } + } + } + + // Dense (proxy) case + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + upper_tag, row_major_tag, dense_proxy_tag) { + typedef typename E2::size_type size_type; + typedef typename E2::difference_type difference_type; + typedef typename E2::value_type value_type; + + BOOST_UBLAS_CHECK (e1 ().size1 () == e1 ().size2 (), bad_size ()); + BOOST_UBLAS_CHECK (e1 ().size2 () == e2 ().size (), bad_size ()); + size_type size = e1 ().size1 (); + for (difference_type n = size-1; n >=0; -- n) { +#ifndef BOOST_UBLAS_SINGULAR_CHECK + BOOST_UBLAS_CHECK (e1 () (n, n) != value_type/*zero*/(), singular ()); +#else + if (e1 () (n, n) == value_type/*zero*/()) + singular ().raise (); +#endif + value_type t = e2 () (n); + for (difference_type m = n + 1; m < e1 ().size2(); ++ m) { + t -= e1 () (n, m) * e2 () (m); + } + e2() (n) = t / e1 () (n, n); + } + } + // Packed (proxy) case + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + upper_tag, row_major_tag, packed_proxy_tag) { + typedef typename E2::size_type size_type; + typedef typename E2::difference_type difference_type; + typedef typename E2::value_type value_type; + + BOOST_UBLAS_CHECK (e1 ().size1 () == e1 ().size2 (), bad_size ()); + BOOST_UBLAS_CHECK (e1 ().size2 () == e2 ().size (), bad_size ()); + size_type size = e1 ().size1 (); + for (difference_type n = size-1; n >=0; -- n) { +#ifndef BOOST_UBLAS_SINGULAR_CHECK + BOOST_UBLAS_CHECK (e1 () (n, n) != value_type/*zero*/(), singular ()); +#else + if (e1 () (n, n) == value_type/*zero*/()) + singular ().raise (); +#endif + value_type t = e2 () (n); + typename E1::const_iterator2 it2e1 (e1 ().find2 (1, n, n+1)); + typename E1::const_iterator2 it2e1_end (e1 ().find2 (1, n, e1 ().size2 ())); + while (it2e1 != it2e1_end) { + t -= *it2e1 * e2 () (it2e1.index2()); + ++ it2e1; + } + e2() (n) = t / e1 () (n, n); + + } + } + // Sparse (proxy) case + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + upper_tag, row_major_tag, unknown_storage_tag) { + typedef typename E2::size_type size_type; + typedef typename E2::difference_type difference_type; + typedef typename E2::value_type value_type; + + BOOST_UBLAS_CHECK (e1 ().size1 () == e1 ().size2 (), bad_size ()); + BOOST_UBLAS_CHECK (e1 ().size2 () == e2 ().size (), bad_size ()); + size_type size = e1 ().size1 (); + for (difference_type n = size-1; n >=0; -- n) { +#ifndef BOOST_UBLAS_SINGULAR_CHECK + BOOST_UBLAS_CHECK (e1 () (n, n) != value_type/*zero*/(), singular ()); +#else + if (e1 () (n, n) == value_type/*zero*/()) + singular ().raise (); +#endif + value_type t = e2 () (n); + typename E1::const_iterator2 it2e1 (e1 ().find2 (1, n, n+1)); + typename E1::const_iterator2 it2e1_end (e1 ().find2 (1, n, e1 ().size2 ())); + while (it2e1 != it2e1_end) { + t -= *it2e1 * e2 () (it2e1.index2()); + ++ it2e1; + } + e2() (n) = t / e1 () (n, n); + + } + } + + // Redirectors :-) + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + upper_tag, column_major_tag) { + typedef typename E1::storage_category storage_category; + inplace_solve (e1, e2, + upper_tag (), column_major_tag (), storage_category ()); + } + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + upper_tag, row_major_tag) { + typedef typename E1::storage_category storage_category; + inplace_solve (e1, e2, + upper_tag (), row_major_tag (), storage_category ()); + } + // Dispatcher + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + upper_tag) { + typedef typename E1::orientation_category orientation_category; + inplace_solve (e1, e2, + upper_tag (), orientation_category ()); + } + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, vector_expression<E2> &e2, + unit_upper_tag) { + typedef typename E1::orientation_category orientation_category; + inplace_solve (triangular_adaptor<const E1, unit_upper> (e1 ()), e2, + unit_upper_tag (), orientation_category ()); + } + + template<class E1, class E2, class C> + BOOST_UBLAS_INLINE + typename matrix_vector_solve_traits<E1, E2>::result_type + solve (const matrix_expression<E1> &e1, + const vector_expression<E2> &e2, + C) { + typename matrix_vector_solve_traits<E1, E2>::result_type r (e2); + inplace_solve (e1, r, C ()); + return r; + } + + + // Redirectors :-) + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (vector_expression<E1> &e1, const matrix_expression<E2> &e2, + lower_tag, row_major_tag) { + typedef typename E2::storage_category storage_category; + inplace_solve (trans(e2), e1, + upper_tag (), column_major_tag (), storage_category ()); + } + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (vector_expression<E1> &e1, const matrix_expression<E2> &e2, + lower_tag, column_major_tag) { + typedef typename E2::storage_category storage_category; + inplace_solve (trans (e2), e1, + upper_tag (), row_major_tag (), storage_category ()); + } + // Dispatcher + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (vector_expression<E1> &e1, const matrix_expression<E2> &e2, + lower_tag) { + typedef typename E2::orientation_category orientation_category; + inplace_solve (e1, e2, + lower_tag (), orientation_category ()); + } + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (vector_expression<E1> &e1, const matrix_expression<E2> &e2, + unit_lower_tag) { + typedef typename E2::orientation_category orientation_category; + inplace_solve (e1, triangular_adaptor<const E2, unit_lower> (e2 ()), + unit_lower_tag (), orientation_category ()); + } + + + // Redirectors :-) + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (vector_expression<E1> &e1, const matrix_expression<E2> &e2, + upper_tag, row_major_tag) { + typedef typename E2::storage_category storage_category; + inplace_solve (trans(e2), e1, + lower_tag (), column_major_tag (), storage_category ()); + } + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (vector_expression<E1> &e1, const matrix_expression<E2> &e2, + upper_tag, column_major_tag) { + typedef typename E2::storage_category storage_category; + inplace_solve (trans (e2), e1, + lower_tag (), row_major_tag (), storage_category ()); + } + // Dispatcher + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (vector_expression<E1> &e1, const matrix_expression<E2> &e2, + upper_tag) { + typedef typename E2::orientation_category orientation_category; + inplace_solve (e1, e2, + upper_tag (), orientation_category ()); + } + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (vector_expression<E1> &e1, const matrix_expression<E2> &e2, + unit_upper_tag) { + typedef typename E2::orientation_category orientation_category; + inplace_solve (e1, triangular_adaptor<const E2, unit_upper> (e2 ()), + unit_upper_tag (), orientation_category ()); + } + + template<class E1, class E2, class C> + BOOST_UBLAS_INLINE + typename matrix_vector_solve_traits<E1, E2>::result_type + solve (const vector_expression<E1> &e1, + const matrix_expression<E2> &e2, + C) { + typename matrix_vector_solve_traits<E1, E2>::result_type r (e1); + inplace_solve (r, e2, C ()); + return r; + } + + template<class E1, class E2> + struct matrix_matrix_solve_traits { + typedef typename promote_traits<typename E1::value_type, typename E2::value_type>::promote_type promote_type; + typedef matrix<promote_type> result_type; + }; + + // Operations: + // k * n * (n - 1) / 2 + k * n = k * n * (n + 1) / 2 multiplications, + // k * n * (n - 1) / 2 additions + + // Dense (proxy) case + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, matrix_expression<E2> &e2, + lower_tag, dense_proxy_tag) { + typedef typename E2::size_type size_type; + typedef typename E2::difference_type difference_type; + typedef typename E2::value_type value_type; + + BOOST_UBLAS_CHECK (e1 ().size1 () == e1 ().size2 (), bad_size ()); + BOOST_UBLAS_CHECK (e1 ().size2 () == e2 ().size1 (), bad_size ()); + size_type size1 = e2 ().size1 (); + size_type size2 = e2 ().size2 (); + for (size_type n = 0; n < size1; ++ n) { +#ifndef BOOST_UBLAS_SINGULAR_CHECK + BOOST_UBLAS_CHECK (e1 () (n, n) != value_type/*zero*/(), singular ()); +#else + if (e1 () (n, n) == value_type/*zero*/()) + singular ().raise (); +#endif + for (size_type l = 0; l < size2; ++ l) { + value_type t = e2 () (n, l) /= e1 () (n, n); + if (t != value_type/*zero*/()) { + for (size_type m = n + 1; m < size1; ++ m) + e2 () (m, l) -= e1 () (m, n) * t; + } + } + } + } + // Packed (proxy) case + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, matrix_expression<E2> &e2, + lower_tag, packed_proxy_tag) { + typedef typename E2::size_type size_type; + typedef typename E2::difference_type difference_type; + typedef typename E2::value_type value_type; + + BOOST_UBLAS_CHECK (e1 ().size1 () == e1 ().size2 (), bad_size ()); + BOOST_UBLAS_CHECK (e1 ().size2 () == e2 ().size1 (), bad_size ()); + size_type size1 = e2 ().size1 (); + size_type size2 = e2 ().size2 (); + for (size_type n = 0; n < size1; ++ n) { +#ifndef BOOST_UBLAS_SINGULAR_CHECK + BOOST_UBLAS_CHECK (e1 () (n, n) != value_type/*zero*/(), singular ()); +#else + if (e1 () (n, n) == value_type/*zero*/()) + singular ().raise (); +#endif + for (size_type l = 0; l < size2; ++ l) { + value_type t = e2 () (n, l) /= e1 () (n, n); + if (t != value_type/*zero*/()) { + typename E1::const_iterator1 it1e1 (e1 ().find1 (1, n + 1, n)); + typename E1::const_iterator1 it1e1_end (e1 ().find1 (1, e1 ().size1 (), n)); + difference_type m (it1e1_end - it1e1); + while (-- m >= 0) + e2 () (it1e1.index1 (), l) -= *it1e1 * t, ++ it1e1; + } + } + } + } + // Sparse (proxy) case + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, matrix_expression<E2> &e2, + lower_tag, unknown_storage_tag) { + typedef typename E2::size_type size_type; + typedef typename E2::difference_type difference_type; + typedef typename E2::value_type value_type; + + BOOST_UBLAS_CHECK (e1 ().size1 () == e1 ().size2 (), bad_size ()); + BOOST_UBLAS_CHECK (e1 ().size2 () == e2 ().size1 (), bad_size ()); + size_type size1 = e2 ().size1 (); + size_type size2 = e2 ().size2 (); + for (size_type n = 0; n < size1; ++ n) { +#ifndef BOOST_UBLAS_SINGULAR_CHECK + BOOST_UBLAS_CHECK (e1 () (n, n) != value_type/*zero*/(), singular ()); +#else + if (e1 () (n, n) == value_type/*zero*/()) + singular ().raise (); +#endif + for (size_type l = 0; l < size2; ++ l) { + value_type t = e2 () (n, l) /= e1 () (n, n); + if (t != value_type/*zero*/()) { + typename E1::const_iterator1 it1e1 (e1 ().find1 (1, n + 1, n)); + typename E1::const_iterator1 it1e1_end (e1 ().find1 (1, e1 ().size1 (), n)); + while (it1e1 != it1e1_end) + e2 () (it1e1.index1 (), l) -= *it1e1 * t, ++ it1e1; + } + } + } + } + // Dispatcher + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, matrix_expression<E2> &e2, + lower_tag) { + typedef typename E1::storage_category dispatch_category; + inplace_solve (e1, e2, + lower_tag (), dispatch_category ()); + } + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, matrix_expression<E2> &e2, + unit_lower_tag) { + typedef typename E1::storage_category dispatch_category; + inplace_solve (triangular_adaptor<const E1, unit_lower> (e1 ()), e2, + unit_lower_tag (), dispatch_category ()); + } + + // Dense (proxy) case + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, matrix_expression<E2> &e2, + upper_tag, dense_proxy_tag) { + typedef typename E2::size_type size_type; + typedef typename E2::difference_type difference_type; + typedef typename E2::value_type value_type; + + BOOST_UBLAS_CHECK (e1 ().size1 () == e1 ().size2 (), bad_size ()); + BOOST_UBLAS_CHECK (e1 ().size2 () == e2 ().size1 (), bad_size ()); + size_type size1 = e2 ().size1 (); + size_type size2 = e2 ().size2 (); + for (difference_type n = size1 - 1; n >= 0; -- n) { +#ifndef BOOST_UBLAS_SINGULAR_CHECK + BOOST_UBLAS_CHECK (e1 () (n, n) != value_type/*zero*/(), singular ()); +#else + if (e1 () (n, n) == value_type/*zero*/()) + singular ().raise (); +#endif + for (difference_type l = size2 - 1; l >= 0; -- l) { + value_type t = e2 () (n, l) /= e1 () (n, n); + if (t != value_type/*zero*/()) { + for (difference_type m = n - 1; m >= 0; -- m) + e2 () (m, l) -= e1 () (m, n) * t; + } + } + } + } + // Packed (proxy) case + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, matrix_expression<E2> &e2, + upper_tag, packed_proxy_tag) { + typedef typename E2::size_type size_type; + typedef typename E2::difference_type difference_type; + typedef typename E2::value_type value_type; + + BOOST_UBLAS_CHECK (e1 ().size1 () == e1 ().size2 (), bad_size ()); + BOOST_UBLAS_CHECK (e1 ().size2 () == e2 ().size1 (), bad_size ()); + size_type size1 = e2 ().size1 (); + size_type size2 = e2 ().size2 (); + for (difference_type n = size1 - 1; n >= 0; -- n) { +#ifndef BOOST_UBLAS_SINGULAR_CHECK + BOOST_UBLAS_CHECK (e1 () (n, n) != value_type/*zero*/(), singular ()); +#else + if (e1 () (n, n) == value_type/*zero*/()) + singular ().raise (); +#endif + for (difference_type l = size2 - 1; l >= 0; -- l) { + value_type t = e2 () (n, l) /= e1 () (n, n); + if (t != value_type/*zero*/()) { + typename E1::const_reverse_iterator1 it1e1 (e1 ().find1 (1, n, n)); + typename E1::const_reverse_iterator1 it1e1_rend (e1 ().find1 (1, 0, n)); + difference_type m (it1e1_rend - it1e1); + while (-- m >= 0) + e2 () (it1e1.index1 (), l) -= *it1e1 * t, ++ it1e1; + } + } + } + } + // Sparse (proxy) case + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, matrix_expression<E2> &e2, + upper_tag, unknown_storage_tag) { + typedef typename E2::size_type size_type; + typedef typename E2::difference_type difference_type; + typedef typename E2::value_type value_type; + + BOOST_UBLAS_CHECK (e1 ().size1 () == e1 ().size2 (), bad_size ()); + BOOST_UBLAS_CHECK (e1 ().size2 () == e2 ().size1 (), bad_size ()); + size_type size1 = e2 ().size1 (); + size_type size2 = e2 ().size2 (); + for (difference_type n = size1 - 1; n >= 0; -- n) { +#ifndef BOOST_UBLAS_SINGULAR_CHECK + BOOST_UBLAS_CHECK (e1 () (n, n) != value_type/*zero*/(), singular ()); +#else + if (e1 () (n, n) == value_type/*zero*/()) + singular ().raise (); +#endif + for (difference_type l = size2 - 1; l >= 0; -- l) { + value_type t = e2 () (n, l) /= e1 () (n, n); + if (t != value_type/*zero*/()) { + typename E1::const_reverse_iterator1 it1e1 (e1 ().find1 (1, n, n)); + typename E1::const_reverse_iterator1 it1e1_rend (e1 ().find1 (1, 0, n)); + while (it1e1 != it1e1_rend) + e2 () (it1e1.index1 (), l) -= *it1e1 * t, ++ it1e1; + } + } + } + } + // Dispatcher + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, matrix_expression<E2> &e2, + upper_tag) { + typedef typename E1::storage_category dispatch_category; + inplace_solve (e1, e2, + upper_tag (), dispatch_category ()); + } + template<class E1, class E2> + BOOST_UBLAS_INLINE + void inplace_solve (const matrix_expression<E1> &e1, matrix_expression<E2> &e2, + unit_upper_tag) { + typedef typename E1::storage_category dispatch_category; + inplace_solve (triangular_adaptor<const E1, unit_upper> (e1 ()), e2, + unit_upper_tag (), dispatch_category ()); + } + + template<class E1, class E2, class C> + BOOST_UBLAS_INLINE + typename matrix_matrix_solve_traits<E1, E2>::result_type + solve (const matrix_expression<E1> &e1, + const matrix_expression<E2> &e2, + C) { + typename matrix_matrix_solve_traits<E1, E2>::result_type r (e2); + inplace_solve (e1, r, C ()); + return r; + } + +}}} + +#endif