hermitian.hpp

support vector clustering for vc++

        }
        template<class AE>
        BOOST_UBLAS_INLINE
        hermitian_adaptor &plus_assign (const matrix_expression<AE> &ae) {
            matrix_assign<scalar_plus_assign, triangular_type> (*this, ae);
            return *this;
        }
        template<class AE>
        BOOST_UBLAS_INLINE
        hermitian_adaptor& operator -= (const matrix_expression<AE> &ae) {
            matrix_assign<scalar_assign, triangular_type> (*this, matrix<value_type> (*this - ae));
            return *this;
        }
        template<class AE>
        BOOST_UBLAS_INLINE
        hermitian_adaptor &minus_assign (const matrix_expression<AE> &ae) {
            matrix_assign<scalar_minus_assign, triangular_type> (*this, ae);
            return *this;
        }
        template<class AT>
        BOOST_UBLAS_INLINE
        hermitian_adaptor& operator *= (const AT &at) {
            // Multiplication is only allowed for real scalars,
            // otherwise the resulting matrix isn't hermitian.
            // Thanks to Peter Schmitteckert for spotting this.
            BOOST_UBLAS_CHECK (type_traits<value_type>::imag (at) == 0, non_real ());
            matrix_assign_scalar<scalar_multiplies_assign> (*this, at);
            return *this;
        }
        template<class AT>
        BOOST_UBLAS_INLINE
        hermitian_adaptor& operator /= (const AT &at) {
            // Multiplication is only allowed for real scalars,
            // otherwise the resulting matrix isn't hermitian.
            // Thanks to Peter Schmitteckert for spotting this.
            BOOST_UBLAS_CHECK (type_traits<value_type>::imag (at) == 0, non_real ());
            matrix_assign_scalar<scalar_divides_assign> (*this, at);
            return *this;
        }

        // Closure comparison
        BOOST_UBLAS_INLINE
        bool same_closure (const hermitian_adaptor &ha) const {
            return (*this).data ().same_closure (ha.data ());
        }

        // Swapping
        BOOST_UBLAS_INLINE
        void swap (hermitian_adaptor &m) {
            if (this != &m)
                matrix_swap<scalar_swap, triangular_type> (*this, m);
        }
        BOOST_UBLAS_INLINE
        friend void swap (hermitian_adaptor &m1, hermitian_adaptor &m2) {
            m1.swap (m2);
        }

        // Iterator types
    private:
        // Use matrix iterator
        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, dense_random_access_iterator_tag> const_iterator1;
        typedef indexed_const_iterator2<self_type, dense_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 (triangular_type::other (i, j)) {
                if (triangular_type::other (size1 (), j)) {
                    return const_iterator1 (*this, 0, 0,
                                            data ().find1 (rank, i, j), data ().find1 (rank, size1 (), j),
                                            data ().find2 (rank, size2 (), size1 ()), data ().find2 (rank, size2 (), size1 ()));
                } else {
                    return const_iterator1 (*this, 0, 1,
                                            data ().find1 (rank, i, j), data ().find1 (rank, j, j),
                                            data ().find2 (rank, j, j), data ().find2 (rank, j, size1 ()));
                }
            } else {
                if (triangular_type::other (size1 (), j)) {
                    return const_iterator1 (*this, 1, 0,
                                            data ().find1 (rank, j, j), data ().find1 (rank, size1 (), j),
                                            data ().find2 (rank, j, i), data ().find2 (rank, j, j));
                } else {
                    return const_iterator1 (*this, 1, 1,
                                            data ().find1 (rank, size1 (), size2 ()), data ().find1 (rank, size1 (), size2 ()),
                                            data ().find2 (rank, j, i), data ().find2 (rank, j, size1 ()));
                }
            }
        }
        BOOST_UBLAS_INLINE
        iterator1 find1 (int rank, size_type i, size_type j) {
            if (rank == 1)
                i = triangular_type::mutable_restrict1 (i, j);
            return iterator1 (*this, data ().find1 (rank, i, j));
        }
        BOOST_UBLAS_INLINE
        const_iterator2 find2 (int rank, size_type i, size_type j) const {
            if (triangular_type::other (i, j)) {
                if (triangular_type::other (i, size2 ())) {
                    return const_iterator2 (*this, 1, 1,
                                            data ().find1 (rank, size2 (), size1 ()), data ().find1 (rank, size2 (), size1 ()),
                                            data ().find2 (rank, i, j), data ().find2 (rank, i, size2 ()));
                } else {
                    return const_iterator2 (*this, 1, 0,
                                            data ().find1 (rank, i, i), data ().find1 (rank, size2 (), i),
                                            data ().find2 (rank, i, j), data ().find2 (rank, i, i));
                }
            } else {
                if (triangular_type::other (i, size2 ())) {
                    return const_iterator2 (*this, 0, 1,
                                            data ().find1 (rank, j, i), data ().find1 (rank, i, i),
                                            data ().find2 (rank, i, i), data ().find2 (rank, i, size2 ()));
                } else {
                    return const_iterator2 (*this, 0, 0,
                                            data ().find1 (rank, j, i), data ().find1 (rank, size2 (), i),
                                            data ().find2 (rank, size1 (), size2 ()), data ().find2 (rank, size2 (), size2 ()));
                }
            }
        }
        BOOST_UBLAS_INLINE
        iterator2 find2 (int rank, size_type i, size_type j) {
            if (rank == 1)
                j = triangular_type::mutable_restrict2 (i, j);
            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<hermitian_adaptor>,
            public random_access_iterator_base<typename iterator_restrict_traits<
                                                   typename const_subiterator1_type::iterator_category, dense_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;
            // FIXME no better way to not return the address of a temporary?
            // typedef typename const_subiterator1_type::reference reference;
            typedef typename const_subiterator1_type::value_type 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> (),
                begin_ (-1), end_ (-1), current_ (-1),
                it1_begin_ (), it1_end_ (), it1_ (),
                it2_begin_ (), it2_end_ (), it2_ () {}
            BOOST_UBLAS_INLINE
            const_iterator1 (const self_type &m, int begin, int end,
                             const const_subiterator1_type &it1_begin, const const_subiterator1_type &it1_end,
                             const const_subiterator2_type &it2_begin, const const_subiterator2_type &it2_end):
                container_const_reference<self_type> (m),
                begin_ (begin), end_ (end), current_ (begin),
                it1_begin_ (it1_begin), it1_end_ (it1_end), it1_ (it1_begin_),
                it2_begin_ (it2_begin), it2_end_ (it2_end), it2_ (it2_begin_) {
                if (current_ == 0 && it1_ == it1_end_)
                    current_ = 1;
                if (current_ == 1 && it2_ == it2_end_)
                    current_ = 0;
                if ((current_ == 0 && it1_ == it1_end_) ||
                    (current_ == 1 && it2_ == it2_end_))
                    current_ = end_;
                BOOST_UBLAS_CHECK (current_ == end_ ||
                                   (current_ == 0 && it1_ != it1_end_) ||
                                   (current_ == 1 && it2_ != it2_end_), internal_logic ());
            }
            // FIXME cannot compile
            //  iterator1 does not have these members!
            BOOST_UBLAS_INLINE
            const_iterator1 (const iterator1 &it):
                container_const_reference<self_type> (it ()),
                begin_ (it.begin_), end_ (it.end_), current_ (it.current_),
                it1_begin_ (it.it1_begin_), it1_end_ (it.it1_end_), it1_ (it.it1_),
                it2_begin_ (it.it2_begin_), it2_end_ (it.it2_end_), it2_ (it.it2_) {
                BOOST_UBLAS_CHECK (current_ == end_ ||
                                   (current_ == 0 && it1_ != it1_end_) ||
                                   (current_ == 1 && it2_ != it2_end_), internal_logic ());
            }

            // Arithmetic
            BOOST_UBLAS_INLINE
            const_iterator1 &operator ++ () {
                BOOST_UBLAS_CHECK (current_ == 0 || current_ == 1, internal_logic ());
                if (current_ == 0) {
                    BOOST_UBLAS_CHECK (it1_ != it1_end_, internal_logic ());
                    ++ it1_;
                    if (it1_ == it1_end_ && end_ == 1) {
                        it2_ = it2_begin_;
                        current_ = 1;
                    }
                } else /* if (current_ == 1) */ {
                    BOOST_UBLAS_CHECK (it2_ != it2_end_, internal_logic ());
                    ++ it2_;
                    if (it2_ == it2_end_ && end_ == 0) {
                        it1_ = it1_begin_;
                        current_ = 0;
                    }
                }
                return *this;
            }
            BOOST_UBLAS_INLINE
            const_iterator1 &operator -- () {
                BOOST_UBLAS_CHECK (current_ == 0 || current_ == 1, internal_logic ());
                if (current_ == 0) {
                    if (it1_ == it1_begin_ && begin_ == 1) {
                        it2_ = it2_end_;
                        BOOST_UBLAS_CHECK (it2_ != it2_begin_, internal_logic ());
                        -- it2_;
                        current_ = 1;
                    } else {
                        -- it1_;
                    }
                } else /* if (current_ == 1) */ {
                    if (it2_ == it2_begin_ && begin_ == 0) {
                        it1_ = it1_end_;
                        BOOST_UBLAS_CHECK (it1_ != it1_begin_, internal_logic ());
                        -- it1_;
                        current_ = 0;
                    } else {
                        -- it2_;
                    }
                }
                return *this;
            }
            BOOST_UBLAS_INLINE
            const_iterator1 &operator += (difference_type n) {
                BOOST_UBLAS_CHECK (current_ == 0 || current_ == 1, internal_logic ());
                if (current_ == 0) {
                    size_type d = (std::min) (n, it1_end_ - it1_);
                    it1_ += d;
                    n -= d;
                    if (n > 0 || (end_ == 1 && it1_ == it1_end_)) {
                        BOOST_UBLAS_CHECK (end_ == 1, external_logic ());
                        d = (std::min) (n, it2_end_ - it2_begin_);
                        it2_ = it2_begin_ + d;
                        n -= d;
                        current_ = 1;
                    }
                } else /* if (current_ == 1) */ {
                    size_type d = (std::min) (n, it2_end_ - it2_);
                    it2_ += d;
                    n -= d;
                    if (n > 0 || (end_ == 0 && it2_ == it2_end_)) {
                        BOOST_UBLAS_CHECK (end_ == 0, external_logic ());
                        d = (std::min) (n, it1_end_ - it1_begin_);
                        it1_ = it1_begin_ + d;
                        n -= d;
                        current_ = 0;
                    }
                }
                BOOST_UBLAS_CHECK (n == 0, external_logic ());
                return *this;
            }
            BOOST_UBLAS_INLINE
            const_iterator1 &operator -= (difference_type n) {
                BOOST_UBLAS_CHECK (current_ == 0 || current_ == 1, internal_logic ());
                if (current_ == 0) {
                    size_type d = (std::min) (n, it1_ - it1_begin_);
                    it1_ -= d;
                    n -= d;
                    if (n > 0) {
                        BOOST_UBLAS_CHECK (end_ == 1, external_logic ());
                        d = (std::min) (n, it2_end_ - it2_begin_);
                        it2_ = it2_end_ - d;
                        n -= d;
                        current_ = 1;
                    }
                } else /* if (current_ == 1) */ {
                    size_type d = (std::min) (n, it2_ - it2_begin_);
                    it2_ -= d;
                    n -= d;
                    if (n > 0) {
                        BOOST_UBLAS_CHECK (end_ == 0, external_logic ());
                        d = (std::min) (n, it1_end_ - it1_begin_);
                        it1_ = it1_end_ - d;
                        n -= d;
                        current_ = 0;
                    }
                }
                BOOST_UBLAS_CHECK (n == 0, external_logic ());
                return *this;
            }
            BOOST_UBLAS_INLINE
            difference_type operator - (const const_iterator1 &it) const {
                BOOST_UBLAS_CHECK (&(*this) () == &it (), external_logic ());
                BOOST_UBLAS_CHECK (current_ == 0 || current_ == 1, internal_logic ());
                BOOST_UBLAS_CHECK (it.current_ == 0 || it.current_ == 1, internal_logic ());
                BOOST_UBLAS_CHECK (/* begin_ == it.begin_ && */ end_ == it.end_, internal_logic ());
                if (current_ == 0 && it.current_ == 0) {
                    return it1_ - it.it1_;
                } else if (current_ == 0 && it.current_ == 1) {
                    if (end_ == 1 && it.end_ == 1) {
                        return (it1_ - it.it1_end_) + (it.it2_begin_ - it.it2_);
                    } else /* if (end_ == 0 && it.end_ == 0) */ {
                        return (it1_ - it.it1_begin_) + (it.it2_end_ - it.it2_);
                    }

                } else if (current_ == 1 && it.current_ == 0) {
                    if (end_ == 1 &