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      1 
      2 /** \returns an expression of the coefficient wise product of \c *this and \a other
      3   *
      4   * \sa MatrixBase::cwiseProduct
      5   */
      6 template<typename OtherDerived>
      7 EIGEN_DEVICE_FUNC
      8 EIGEN_STRONG_INLINE const EIGEN_CWISE_BINARY_RETURN_TYPE(Derived,OtherDerived,product)
      9 operator*(const EIGEN_CURRENT_STORAGE_BASE_CLASS<OtherDerived> &other) const
     10 {
     11   return EIGEN_CWISE_BINARY_RETURN_TYPE(Derived,OtherDerived,product)(derived(), other.derived());
     12 }
     13 
     14 /** \returns an expression of the coefficient wise quotient of \c *this and \a other
     15   *
     16   * \sa MatrixBase::cwiseQuotient
     17   */
     18 template<typename OtherDerived>
     19 EIGEN_DEVICE_FUNC
     20 EIGEN_STRONG_INLINE const CwiseBinaryOp<internal::scalar_quotient_op<Scalar,typename OtherDerived::Scalar>, const Derived, const OtherDerived>
     21 operator/(const EIGEN_CURRENT_STORAGE_BASE_CLASS<OtherDerived> &other) const
     22 {
     23   return CwiseBinaryOp<internal::scalar_quotient_op<Scalar,typename OtherDerived::Scalar>, const Derived, const OtherDerived>(derived(), other.derived());
     24 }
     25 
     26 /** \returns an expression of the coefficient-wise min of \c *this and \a other
     27   *
     28   * Example: \include Cwise_min.cpp
     29   * Output: \verbinclude Cwise_min.out
     30   *
     31   * \sa max()
     32   */
     33 EIGEN_MAKE_CWISE_BINARY_OP(min,min)
     34 
     35 /** \returns an expression of the coefficient-wise min of \c *this and scalar \a other
     36   *
     37   * \sa max()
     38   */
     39 EIGEN_DEVICE_FUNC
     40 EIGEN_STRONG_INLINE const CwiseBinaryOp<internal::scalar_min_op<Scalar,Scalar>, const Derived,
     41                                         const CwiseNullaryOp<internal::scalar_constant_op<Scalar>, PlainObject> >
     42 #ifdef EIGEN_PARSED_BY_DOXYGEN
     43 min
     44 #else
     45 (min)
     46 #endif
     47 (const Scalar &other) const
     48 {
     49   return (min)(Derived::PlainObject::Constant(rows(), cols(), other));
     50 }
     51 
     52 /** \returns an expression of the coefficient-wise max of \c *this and \a other
     53   *
     54   * Example: \include Cwise_max.cpp
     55   * Output: \verbinclude Cwise_max.out
     56   *
     57   * \sa min()
     58   */
     59 EIGEN_MAKE_CWISE_BINARY_OP(max,max)
     60 
     61 /** \returns an expression of the coefficient-wise max of \c *this and scalar \a other
     62   *
     63   * \sa min()
     64   */
     65 EIGEN_DEVICE_FUNC
     66 EIGEN_STRONG_INLINE const CwiseBinaryOp<internal::scalar_max_op<Scalar,Scalar>, const Derived,
     67                                         const CwiseNullaryOp<internal::scalar_constant_op<Scalar>, PlainObject> >
     68 #ifdef EIGEN_PARSED_BY_DOXYGEN
     69 max
     70 #else
     71 (max)
     72 #endif
     73 (const Scalar &other) const
     74 {
     75   return (max)(Derived::PlainObject::Constant(rows(), cols(), other));
     76 }
     77 
     78 /** \returns an expression of the coefficient-wise power of \c *this to the given array of \a exponents.
     79   *
     80   * This function computes the coefficient-wise power.
     81   *
     82   * Example: \include Cwise_array_power_array.cpp
     83   * Output: \verbinclude Cwise_array_power_array.out
     84   */
     85 EIGEN_MAKE_CWISE_BINARY_OP(pow,pow)
     86 
     87 #ifndef EIGEN_PARSED_BY_DOXYGEN
     88 EIGEN_MAKE_SCALAR_BINARY_OP_ONTHERIGHT(pow,pow)
     89 #else
     90 /** \returns an expression of the coefficients of \c *this rasied to the constant power \a exponent
     91   *
     92   * \tparam T is the scalar type of \a exponent. It must be compatible with the scalar type of the given expression.
     93   *
     94   * This function computes the coefficient-wise power. The function MatrixBase::pow() in the
     95   * unsupported module MatrixFunctions computes the matrix power.
     96   *
     97   * Example: \include Cwise_pow.cpp
     98   * Output: \verbinclude Cwise_pow.out
     99   *
    100   * \sa ArrayBase::pow(ArrayBase), square(), cube(), exp(), log()
    101   */
    102 template<typename T>
    103 const CwiseBinaryOp<internal::scalar_pow_op<Scalar,T>,Derived,Constant<T> > pow(const T& exponent) const;
    104 #endif
    105 
    106 
    107 // TODO code generating macros could be moved to Macros.h and could include generation of documentation
    108 #define EIGEN_MAKE_CWISE_COMP_OP(OP, COMPARATOR) \
    109 template<typename OtherDerived> \
    110 EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE const CwiseBinaryOp<internal::scalar_cmp_op<Scalar, typename OtherDerived::Scalar, internal::cmp_ ## COMPARATOR>, const Derived, const OtherDerived> \
    111 OP(const EIGEN_CURRENT_STORAGE_BASE_CLASS<OtherDerived> &other) const \
    112 { \
    113   return CwiseBinaryOp<internal::scalar_cmp_op<Scalar, typename OtherDerived::Scalar, internal::cmp_ ## COMPARATOR>, const Derived, const OtherDerived>(derived(), other.derived()); \
    114 }\
    115 typedef CwiseBinaryOp<internal::scalar_cmp_op<Scalar,Scalar, internal::cmp_ ## COMPARATOR>, const Derived, const CwiseNullaryOp<internal::scalar_constant_op<Scalar>, PlainObject> > Cmp ## COMPARATOR ## ReturnType; \
    116 typedef CwiseBinaryOp<internal::scalar_cmp_op<Scalar,Scalar, internal::cmp_ ## COMPARATOR>, const CwiseNullaryOp<internal::scalar_constant_op<Scalar>, PlainObject>, const Derived > RCmp ## COMPARATOR ## ReturnType; \
    117 EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE const Cmp ## COMPARATOR ## ReturnType \
    118 OP(const Scalar& s) const { \
    119   return this->OP(Derived::PlainObject::Constant(rows(), cols(), s)); \
    120 } \
    121 EIGEN_DEVICE_FUNC friend EIGEN_STRONG_INLINE const RCmp ## COMPARATOR ## ReturnType \
    122 OP(const Scalar& s, const Derived& d) { \
    123   return Derived::PlainObject::Constant(d.rows(), d.cols(), s).OP(d); \
    124 }
    125 
    126 #define EIGEN_MAKE_CWISE_COMP_R_OP(OP, R_OP, RCOMPARATOR) \
    127 template<typename OtherDerived> \
    128 EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE const CwiseBinaryOp<internal::scalar_cmp_op<typename OtherDerived::Scalar, Scalar, internal::cmp_##RCOMPARATOR>, const OtherDerived, const Derived> \
    129 OP(const EIGEN_CURRENT_STORAGE_BASE_CLASS<OtherDerived> &other) const \
    130 { \
    131   return CwiseBinaryOp<internal::scalar_cmp_op<typename OtherDerived::Scalar, Scalar, internal::cmp_##RCOMPARATOR>, const OtherDerived, const Derived>(other.derived(), derived()); \
    132 } \
    133 EIGEN_DEVICE_FUNC \
    134 inline const RCmp ## RCOMPARATOR ## ReturnType \
    135 OP(const Scalar& s) const { \
    136   return Derived::PlainObject::Constant(rows(), cols(), s).R_OP(*this); \
    137 } \
    138 friend inline const Cmp ## RCOMPARATOR ## ReturnType \
    139 OP(const Scalar& s, const Derived& d) { \
    140   return d.R_OP(Derived::PlainObject::Constant(d.rows(), d.cols(), s)); \
    141 }
    142 
    143 
    144 
    145 /** \returns an expression of the coefficient-wise \< operator of *this and \a other
    146   *
    147   * Example: \include Cwise_less.cpp
    148   * Output: \verbinclude Cwise_less.out
    149   *
    150   * \sa all(), any(), operator>(), operator<=()
    151   */
    152 EIGEN_MAKE_CWISE_COMP_OP(operator<, LT)
    153 
    154 /** \returns an expression of the coefficient-wise \<= operator of *this and \a other
    155   *
    156   * Example: \include Cwise_less_equal.cpp
    157   * Output: \verbinclude Cwise_less_equal.out
    158   *
    159   * \sa all(), any(), operator>=(), operator<()
    160   */
    161 EIGEN_MAKE_CWISE_COMP_OP(operator<=, LE)
    162 
    163 /** \returns an expression of the coefficient-wise \> operator of *this and \a other
    164   *
    165   * Example: \include Cwise_greater.cpp
    166   * Output: \verbinclude Cwise_greater.out
    167   *
    168   * \sa all(), any(), operator>=(), operator<()
    169   */
    170 EIGEN_MAKE_CWISE_COMP_R_OP(operator>, operator<, LT)
    171 
    172 /** \returns an expression of the coefficient-wise \>= operator of *this and \a other
    173   *
    174   * Example: \include Cwise_greater_equal.cpp
    175   * Output: \verbinclude Cwise_greater_equal.out
    176   *
    177   * \sa all(), any(), operator>(), operator<=()
    178   */
    179 EIGEN_MAKE_CWISE_COMP_R_OP(operator>=, operator<=, LE)
    180 
    181 /** \returns an expression of the coefficient-wise == operator of *this and \a other
    182   *
    183   * \warning this performs an exact comparison, which is generally a bad idea with floating-point types.
    184   * In order to check for equality between two vectors or matrices with floating-point coefficients, it is
    185   * generally a far better idea to use a fuzzy comparison as provided by isApprox() and
    186   * isMuchSmallerThan().
    187   *
    188   * Example: \include Cwise_equal_equal.cpp
    189   * Output: \verbinclude Cwise_equal_equal.out
    190   *
    191   * \sa all(), any(), isApprox(), isMuchSmallerThan()
    192   */
    193 EIGEN_MAKE_CWISE_COMP_OP(operator==, EQ)
    194 
    195 /** \returns an expression of the coefficient-wise != operator of *this and \a other
    196   *
    197   * \warning this performs an exact comparison, which is generally a bad idea with floating-point types.
    198   * In order to check for equality between two vectors or matrices with floating-point coefficients, it is
    199   * generally a far better idea to use a fuzzy comparison as provided by isApprox() and
    200   * isMuchSmallerThan().
    201   *
    202   * Example: \include Cwise_not_equal.cpp
    203   * Output: \verbinclude Cwise_not_equal.out
    204   *
    205   * \sa all(), any(), isApprox(), isMuchSmallerThan()
    206   */
    207 EIGEN_MAKE_CWISE_COMP_OP(operator!=, NEQ)
    208 
    209 
    210 #undef EIGEN_MAKE_CWISE_COMP_OP
    211 #undef EIGEN_MAKE_CWISE_COMP_R_OP
    212 
    213 // scalar addition
    214 #ifndef EIGEN_PARSED_BY_DOXYGEN
    215 EIGEN_MAKE_SCALAR_BINARY_OP(operator+,sum)
    216 #else
    217 /** \returns an expression of \c *this with each coeff incremented by the constant \a scalar
    218   *
    219   * \tparam T is the scalar type of \a scalar. It must be compatible with the scalar type of the given expression.
    220   *
    221   * Example: \include Cwise_plus.cpp
    222   * Output: \verbinclude Cwise_plus.out
    223   *
    224   * \sa operator+=(), operator-()
    225   */
    226 template<typename T>
    227 const CwiseBinaryOp<internal::scalar_sum_op<Scalar,T>,Derived,Constant<T> > operator+(const T& scalar) const;
    228 /** \returns an expression of \a expr with each coeff incremented by the constant \a scalar
    229   *
    230   * \tparam T is the scalar type of \a scalar. It must be compatible with the scalar type of the given expression.
    231   */
    232 template<typename T> friend
    233 const CwiseBinaryOp<internal::scalar_sum_op<T,Scalar>,Constant<T>,Derived> operator+(const T& scalar, const StorageBaseType& expr);
    234 #endif
    235 
    236 #ifndef EIGEN_PARSED_BY_DOXYGEN
    237 EIGEN_MAKE_SCALAR_BINARY_OP(operator-,difference)
    238 #else
    239 /** \returns an expression of \c *this with each coeff decremented by the constant \a scalar
    240   *
    241   * \tparam T is the scalar type of \a scalar. It must be compatible with the scalar type of the given expression.
    242   *
    243   * Example: \include Cwise_minus.cpp
    244   * Output: \verbinclude Cwise_minus.out
    245   *
    246   * \sa operator+=(), operator-()
    247   */
    248 template<typename T>
    249 const CwiseBinaryOp<internal::scalar_difference_op<Scalar,T>,Derived,Constant<T> > operator-(const T& scalar) const;
    250 /** \returns an expression of the constant matrix of value \a scalar decremented by the coefficients of \a expr
    251   *
    252   * \tparam T is the scalar type of \a scalar. It must be compatible with the scalar type of the given expression.
    253   */
    254 template<typename T> friend
    255 const CwiseBinaryOp<internal::scalar_difference_op<T,Scalar>,Constant<T>,Derived> operator-(const T& scalar, const StorageBaseType& expr);
    256 #endif
    257 
    258 
    259 #ifndef EIGEN_PARSED_BY_DOXYGEN
    260   EIGEN_MAKE_SCALAR_BINARY_OP_ONTHELEFT(operator/,quotient)
    261 #else
    262   /**
    263     * \brief Component-wise division of the scalar \a s by array elements of \a a.
    264     *
    265     * \tparam Scalar is the scalar type of \a x. It must be compatible with the scalar type of the given array expression (\c Derived::Scalar).
    266     */
    267   template<typename T> friend
    268   inline const CwiseBinaryOp<internal::scalar_quotient_op<T,Scalar>,Constant<T>,Derived>
    269   operator/(const T& s,const StorageBaseType& a);
    270 #endif
    271 
    272 /** \returns an expression of the coefficient-wise ^ operator of *this and \a other
    273  *
    274  * \warning this operator is for expression of bool only.
    275  *
    276  * Example: \include Cwise_boolean_xor.cpp
    277  * Output: \verbinclude Cwise_boolean_xor.out
    278  *
    279  * \sa operator&&(), select()
    280  */
    281 template<typename OtherDerived>
    282 EIGEN_DEVICE_FUNC
    283 inline const CwiseBinaryOp<internal::scalar_boolean_xor_op, const Derived, const OtherDerived>
    284 operator^(const EIGEN_CURRENT_STORAGE_BASE_CLASS<OtherDerived> &other) const
    285 {
    286   EIGEN_STATIC_ASSERT((internal::is_same<bool,Scalar>::value && internal::is_same<bool,typename OtherDerived::Scalar>::value),
    287                       THIS_METHOD_IS_ONLY_FOR_EXPRESSIONS_OF_BOOL);
    288   return CwiseBinaryOp<internal::scalar_boolean_xor_op, const Derived, const OtherDerived>(derived(),other.derived());
    289 }
    290 
    291 // NOTE disabled until we agree on argument order
    292 #if 0
    293 /** \cpp11 \returns an expression of the coefficient-wise polygamma function.
    294   *
    295   * \specialfunctions_module
    296   *
    297   * It returns the \a n -th derivative of the digamma(psi) evaluated at \c *this.
    298   *
    299   * \warning Be careful with the order of the parameters: x.polygamma(n) is equivalent to polygamma(n,x)
    300   *
    301   * \sa Eigen::polygamma()
    302   */
    303 template<typename DerivedN>
    304 inline const CwiseBinaryOp<internal::scalar_polygamma_op<Scalar>, const DerivedN, const Derived>
    305 polygamma(const EIGEN_CURRENT_STORAGE_BASE_CLASS<DerivedN> &n) const
    306 {
    307   return CwiseBinaryOp<internal::scalar_polygamma_op<Scalar>, const DerivedN, const Derived>(n.derived(), this->derived());
    308 }
    309 #endif
    310 
    311 /** \returns an expression of the coefficient-wise zeta function.
    312   *
    313   * \specialfunctions_module
    314   *
    315   * It returns the Riemann zeta function of two arguments \c *this and \a q:
    316   *
    317   * \param *this is the exposent, it must be > 1
    318   * \param q is the shift, it must be > 0
    319   *
    320   * \note This function supports only float and double scalar types. To support other scalar types, the user has
    321   * to provide implementations of zeta(T,T) for any scalar type T to be supported.
    322   *
    323   * This method is an alias for zeta(*this,q);
    324   *
    325   * \sa Eigen::zeta()
    326   */
    327 template<typename DerivedQ>
    328 inline const CwiseBinaryOp<internal::scalar_zeta_op<Scalar>, const Derived, const DerivedQ>
    329 zeta(const EIGEN_CURRENT_STORAGE_BASE_CLASS<DerivedQ> &q) const
    330 {
    331   return CwiseBinaryOp<internal::scalar_zeta_op<Scalar>, const Derived, const DerivedQ>(this->derived(), q.derived());
    332 }
    333