ROL_VectorNorms.hpp

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#ifndef ROL_VECTORNORMS_H
#define ROL_VECTORNORMS_H
 
#include "ROL_Vector.hpp"
 
namespace ROL {
 
template<class Real>
Real normL1( const Vector<Real> &x ) {
 
  ROL::Ptr<Vector<Real> > xabs = x.clone();
  xabs->set(x);
 
  xabs->applyUnary(Elementwise::AbsoluteValue<Real>());
  return xabs->reduce(Elementwise::ReductionSum<Real>());
}
 
template<class Real, class Exponent>
Real normLp( const Vector<Real> &x, Exponent p ) {
 
  ROL::Ptr<Vector<Real> > xabsp = x.clone();
  xabsp->set(x);
  xabsp->applyUnary(Elementwise::AbsoluteValue<Real>());
  xabsp->applyUnary(Elementwise::Power<Real>(p)); 
  Real sum = xabsp->reduce(Elementwise::ReductionSum<Real>());
  return std::pow(sum,1.0/p);
}
 
template<class Real>
Real normLinf( const Vector<Real> &x ) {
 
  ROL::Ptr<Vector<Real> > xabs = x.clone();
  xabs->set(x);
 
  xabs->applyUnary(Elementwise::AbsoluteValue<Real>());
  return xabs->reduce(Elementwise::ReductionMax<Real>());
}
 
 
 
} // namespace ROL
 
#endif // ROL_VECTORNORMS_H