ROL
ROL_Gradient_U.hpp
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43 
44 #ifndef ROL_GRADIENT_U_H
45 #define ROL_GRADIENT_U_H
46 
48 #include "ROL_Types.hpp"
49 #include "ROL_Step.hpp"
50 
57 namespace ROL {
58 
59 template<typename Real>
60 class Gradient_U : public DescentDirection_U<Real> {
61 public:
63 
64  void compute( Vector<Real> &s, Real &snorm, Real &sdotg, int &iter, int &flag,
65  const Vector<Real> &x, const Vector<Real> &g, Objective<Real> &obj) override {
66  s.set(g.dual());
67  s.scale(static_cast<Real>(-1));
68  snorm = s.norm();
69  //sdotg = s.dot(g.dual());
70  sdotg = s.apply(g);
71  iter = 0;
72  flag = 0;
73  }
74 
75  std::string printName(void) const override {
76  std::string name = "Gradient Descent";
77  return name;
78  }
79 }; // class ROL::Gradient_U
80 
81 } // namespace ROL
82 #endif
Provides the interface to evaluate objective functions.
virtual const Vector & dual() const
Return dual representation of , for example, the result of applying a Riesz map, or change of basis...
Definition: ROL_Vector.hpp:226
virtual void scale(const Real alpha)=0
Compute where .
virtual Real apply(const Vector< Real > &x) const
Apply to a dual vector. This is equivalent to the call .
Definition: ROL_Vector.hpp:238
Contains definitions of custom data types in ROL.
void compute(Vector< Real > &s, Real &snorm, Real &sdotg, int &iter, int &flag, const Vector< Real > &x, const Vector< Real > &g, Objective< Real > &obj) override
Defines the linear algebra or vector space interface.
Definition: ROL_Vector.hpp:80
std::string printName(void) const override
Provides the interface to compute optimization steps with the gradient descent method globalized usin...
virtual void set(const Vector &x)
Set where .
Definition: ROL_Vector.hpp:209
virtual Real norm() const =0
Returns where .
Provides the interface to compute unconstrained optimization steps for line search.