svd.h

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#ifndef AIMS_MATH_SVD_H
#define AIMS_MATH_SVD_H
 
#include <aims/def/general.h>
 
namespace carto
{
  template <class T> class VolumeRef;
}
 
template< class T >
class AimsSVD
{
public:
 
  enum SVDReturnType
  {
    MatrixOfSingularValues,
    VectorOfSingularValues
  };
 
  AimsSVD( SVDReturnType rt=MatrixOfSingularValues ) : retType( rt ) { }
  virtual ~AimsSVD() { }
 
  void setReturnType( SVDReturnType rt ) { retType = rt; }
 
  carto::VolumeRef< T > doit( carto::VolumeRef< T >&,
                              carto::VolumeRef< T > *v = NULL );
 
  void sort( carto::VolumeRef< T >&, carto::VolumeRef< T >&,
             carto::VolumeRef< T > *v = NULL );
 
  carto::VolumeRef< T > backwardSubstitution( const carto::VolumeRef< T >& U,
                                              const carto::VolumeRef< T >& W,
                                              const carto::VolumeRef< T >& V,
                                              const carto::VolumeRef< T >& S );
 
private:
 
  SVDReturnType retType;
};
 
#endif