ROL
ROL_CompositeObjective.hpp
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43 
44 #ifndef ROL_COMPOSITE_OBJECTIVE_H
45 #define ROL_COMPOSITE_OBJECTIVE_H
46 
47 #include "ROL_StdObjective.hpp"
48 
55 namespace ROL {
56 
57 template<typename Real>
58 class CompositeObjective : public Objective<Real> {
59 private:
60  const std::vector<Ptr<Objective<Real>>> obj_vec_;
61  const Ptr<StdObjective<Real>> std_obj_;
62 
63  Ptr<std::vector<Real>> obj_value_, obj_grad_, obj_gv_, obj_hess_;
65  std::vector<Ptr<Vector<Real>>> vec_grad_, vec_hess_;
66 
68 
69 public:
70  CompositeObjective(const std::vector<Ptr<Objective<Real>>> &obj_vec,
71  const Ptr<StdObjective<Real>> &std_obj);
72 
73  void update( const Vector<Real> &x, UpdateType type, int iter = -1 ) override;
74  void update( const Vector<Real> &x, bool flag = true, int iter = -1 ) override;
75  Real value( const Vector<Real> &x, Real &tol ) override;
76  void gradient( Vector<Real> &g, const Vector<Real> &x, Real &tol ) override;
77  void hessVec( Vector<Real> &hv, const Vector<Real> &v, const Vector<Real> &x, Real &tol ) override;
78 
79 // Definitions for parametrized (stochastic) objective functions
80 public:
81  void setParameter(const std::vector<Real> &param) override;
82 
83 private:
84  void initialize(const Vector<Real> &x);
85  void computeValue(const Vector<Real> &x, Real &tol);
86  void computeGradient(const Vector<Real> &x, Real &tol);
87  void computeHessVec(const Vector<Real> &v, const Vector<Real> &x, Real &tol);
88 };
89 
90 } // namespace ROL
91 
93 
94 #endif
Provides the interface to evaluate objective functions.
void hessVec(Vector< Real > &hv, const Vector< Real > &v, const Vector< Real > &x, Real &tol) override
Apply Hessian approximation to vector.
std::vector< Ptr< Vector< Real > > > vec_hess_
Ptr< StdVector< Real > > obj_hess_vec_
void computeValue(const Vector< Real > &x, Real &tol)
const std::vector< Ptr< Objective< Real > > > obj_vec_
Real value(const Vector< Real > &x, Real &tol) override
Compute value.
Ptr< std::vector< Real > > obj_gv_
void computeGradient(const Vector< Real > &x, Real &tol)
CompositeObjective(const std::vector< Ptr< Objective< Real >>> &obj_vec, const Ptr< StdObjective< Real >> &std_obj)
std::vector< Ptr< Vector< Real > > > vec_grad_
Defines the linear algebra or vector space interface.
Definition: ROL_Vector.hpp:80
void initialize(const Vector< Real > &x)
Ptr< std::vector< Real > > obj_value_
Specializes the ROL::Objective interface for objective functions that operate on ROL::StdVector&#39;s.
Ptr< std::vector< Real > > obj_hess_
const Ptr< StdObjective< Real > > std_obj_
void gradient(Vector< Real > &g, const Vector< Real > &x, Real &tol) override
Compute gradient.
Ptr< StdVector< Real > > obj_value_vec_
void update(const Vector< Real > &x, UpdateType type, int iter=-1) override
Update objective function.
Ptr< StdVector< Real > > obj_gv_vec_
Ptr< std::vector< Real > > obj_grad_
void computeHessVec(const Vector< Real > &v, const Vector< Real > &x, Real &tol)
Ptr< StdVector< Real > > obj_grad_vec_
Provides the interface to evaluate composite objective functions.
void setParameter(const std::vector< Real > &param) override