PS_Method_CCS_test/libarmadillo/include/armadillo_bits/fn_eig_sym.hpp

// Copyright 2008-2016 Conrad Sanderson (http://conradsanderson.id.au)
// Copyright 2008-2016 National ICT Australia (NICTA)
// 
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
// http://www.apache.org/licenses/LICENSE-2.0
// 
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
// ------------------------------------------------------------------------


//! \addtogroup fn_eig_sym
//! @{


//! Eigenvalues of real/complex symmetric/hermitian matrix X
template<typename T1>
inline
typename enable_if2< is_supported_blas_type<typename T1::elem_type>::value, bool >::result
eig_sym
  (
         Col<typename T1::pod_type>&     eigval,
  const Base<typename T1::elem_type,T1>& X
  )
  {
  arma_extra_debug_sigprint();
  
  // unwrap_check not used as T1::elem_type and T1::pod_type may not be the same.
  // furthermore, it doesn't matter if X is an alias of eigval, as auxlib::eig_sym() makes a copy of X
  
  const bool status = auxlib::eig_sym(eigval, X);
  
  if(status == false)
    {
    eigval.soft_reset();
    arma_debug_warn("eig_sym(): decomposition failed");
    }
  
  return status;
  }



//! Eigenvalues of real/complex symmetric/hermitian matrix X
template<typename T1>
arma_warn_unused
inline
typename enable_if2< is_supported_blas_type<typename T1::elem_type>::value, Col<typename T1::pod_type> >::result
eig_sym
  (
  const Base<typename T1::elem_type,T1>& X
  )
  {
  arma_extra_debug_sigprint();
  
  Col<typename T1::pod_type> out;
  const bool status = auxlib::eig_sym(out, X);

  if(status == false)
    {
    out.soft_reset();
    arma_stop_runtime_error("eig_sym(): decomposition failed");
    }
  
  return out;
  }



//! internal helper function
template<typename eT>
inline
bool
eig_sym_helper
  (
        Col<typename get_pod_type<eT>::result>& eigval,
        Mat<eT>&                                eigvec,
  const Mat<eT>&                                X,
  const char                                    method_sig,
  const char*                                   caller_sig
  )
  {
  arma_extra_debug_sigprint();
  
  // if(auxlib::rudimentary_sym_check(X) == false)
  //   {
  //   if(is_cx<eT>::no )  { arma_debug_warn(caller_sig, ": given matrix is not symmetric"); }
  //   if(is_cx<eT>::yes)  { arma_debug_warn(caller_sig, ": given matrix is not hermitian"); }
  //   return false;
  //   }
  
  if((arma_config::debug) && (auxlib::rudimentary_sym_check(X) == false))
    {
    if(is_cx<eT>::no )  { arma_debug_warn(caller_sig, ": given matrix is not symmetric"); }
    if(is_cx<eT>::yes)  { arma_debug_warn(caller_sig, ": given matrix is not hermitian"); }
    }
  
  bool status = false;
  
  if(method_sig == 'd') { status = auxlib::eig_sym_dc(eigval, eigvec, X); }
  
  if(status == false)   { status = auxlib::eig_sym(eigval, eigvec, X);    }
  
  return status;
  }



//! Eigenvalues and eigenvectors of real/complex symmetric/hermitian matrix X
template<typename T1> 
inline
typename enable_if2< is_supported_blas_type<typename T1::elem_type>::value, bool >::result
eig_sym
  (
         Col<typename T1::pod_type>&     eigval,
         Mat<typename T1::elem_type>&    eigvec,
  const Base<typename T1::elem_type,T1>& expr,
  const char* method =                   "dc"
  )
  {
  arma_extra_debug_sigprint();
  
  typedef typename T1::elem_type eT;
  
  const char sig = (method != NULL) ? method[0] : char(0);
  
  arma_debug_check( ((sig != 's') && (sig != 'd')),         "eig_sym(): unknown method specified"                             );
  arma_debug_check( void_ptr(&eigval) == void_ptr(&eigvec), "eig_sym(): parameter 'eigval' is an alias of parameter 'eigvec'" );
  
  const quasi_unwrap<T1> U(expr.get_ref());
  
  const bool is_alias = U.is_alias(eigvec);
  
  Mat<eT>  eigvec_tmp;
  Mat<eT>& eigvec_out = (is_alias == false) ? eigvec : eigvec_tmp;
  
  const bool status = eig_sym_helper(eigval, eigvec_out, U.M, sig, "eig_sym()");
  
  if(status == false)
    {
    eigval.soft_reset();
    eigvec.soft_reset();
    arma_debug_warn("eig_sym(): decomposition failed");
    }
  else
    {
    if(is_alias)  { eigvec.steal_mem(eigvec_tmp); }
    }
  
  return status;
  }



//! @}