ROL
ROL_Reduced_Objective_SimOpt.hpp
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43
44#ifndef ROL_REDUCED_OBJECTIVE_SIMOPT_H
45#define ROL_REDUCED_OBJECTIVE_SIMOPT_H
46
50
51namespace ROL {
52
53template<typename Real>
54class Reduced_Objective_SimOpt : public Objective<Real> {
55private:
56 const Ptr<Objective_SimOpt<Real>> obj_;
57 const Ptr<Constraint_SimOpt<Real>> con_;
58 Ptr<VectorController<Real>> stateStore_;
59 Ptr<VectorController<Real>> adjointStore_;
60
61 // Primal vectors
62 Ptr<Vector<Real>> state_;
63 Ptr<Vector<Real>> adjoint_;
64 Ptr<Vector<Real>> state_sens_;
65 Ptr<Vector<Real>> adjoint_sens_;
66
67 // Dual vectors
68 Ptr<Vector<Real>> dualstate_;
69 Ptr<Vector<Real>> dualstate1_;
70 Ptr<Vector<Real>> dualadjoint_;
71 Ptr<Vector<Real>> dualcontrol_;
72
73 const bool storage_;
74 const bool useFDhessVec_;
75
78
83
84public:
96 const Ptr<Objective_SimOpt<Real>> &obj,
97 const Ptr<Constraint_SimOpt<Real>> &con,
98 const Ptr<Vector<Real>> &state,
99 const Ptr<Vector<Real>> &control,
100 const Ptr<Vector<Real>> &adjoint,
101 const bool storage = true,
102 const bool useFDhessVec = false);
103
118 const Ptr<Objective_SimOpt<Real>> &obj,
119 const Ptr<Constraint_SimOpt<Real>> &con,
120 const Ptr<Vector<Real>> &state,
121 const Ptr<Vector<Real>> &control,
122 const Ptr<Vector<Real>> &adjoint,
123 const Ptr<Vector<Real>> &dualstate,
124 const Ptr<Vector<Real>> &dualcontrol,
125 const Ptr<Vector<Real>> &dualadjoint,
126 const bool storage = true,
127 const bool useFDhessVec = false);
128
141 const Ptr<Objective_SimOpt<Real>> &obj,
142 const Ptr<Constraint_SimOpt<Real>> &con,
143 const Ptr<VectorController<Real>> &stateStore,
144 const Ptr<Vector<Real>> &state,
145 const Ptr<Vector<Real>> &control,
146 const Ptr<Vector<Real>> &adjoint,
147 const bool storage = true,
148 const bool useFDhessVec = false);
149
165 const Ptr<Objective_SimOpt<Real>> &obj,
166 const Ptr<Constraint_SimOpt<Real>> &con,
167 const Ptr<VectorController<Real>> &stateStore,
168 const Ptr<Vector<Real>> &state,
169 const Ptr<Vector<Real>> &control,
170 const Ptr<Vector<Real>> &adjoint,
171 const Ptr<Vector<Real>> &dualstate,
172 const Ptr<Vector<Real>> &dualcontrol,
173 const Ptr<Vector<Real>> &dualadjoint,
174 const bool storage = true,
175 const bool useFDhessVec = false);
176
179 void update( const Vector<Real> &z, bool flag = true, int iter = -1 ) override;
180 void update( const Vector<Real> &z, UpdateType type, int iter = -1 ) override;
181
186 Real value( const Vector<Real> &z, Real &tol ) override;
187
193 void gradient( Vector<Real> &g, const Vector<Real> &z, Real &tol ) override;
194
198 void hessVec( Vector<Real> &hv, const Vector<Real> &v, const Vector<Real> &z, Real &tol ) override;
199
202 virtual void precond( Vector<Real> &Pv, const Vector<Real> &v, const Vector<Real> &z, Real &tol ) override;
203
206 void summarize(std::ostream &stream) const;
207
210 void reset();
211
212// For parametrized (stochastic) objective functions and constraints
213public:
214 void setParameter(const std::vector<Real> &param) override;
215
216private:
217 void solve_state_equation(const Vector<Real> &z, Real &tol);
218
223 void solve_adjoint_equation(const Vector<Real> &z, Real &tol);
224
229 void solve_state_sensitivity(const Vector<Real> &v, const Vector<Real> &z, Real &tol);
230
238 void solve_adjoint_sensitivity(const Vector<Real> &v, const Vector<Real> &z, Real &tol);
239
240}; // class Reduced_Objective_SimOpt
241
242} // namespace ROL
243
245
246#endif
Defines the constraint operator interface for simulation-based optimization.
Provides the interface to evaluate simulation-based objective functions.
Provides the interface to evaluate objective functions.
void summarize(std::ostream &stream) const
virtual void precond(Vector< Real > &Pv, const Vector< Real > &v, const Vector< Real > &z, Real &tol) override
Apply a reduced Hessian preconditioner.
Ptr< VectorController< Real > > adjointStore_
void hessVec(Vector< Real > &hv, const Vector< Real > &v, const Vector< Real > &z, Real &tol) override
Given , evaluate the Hessian of the objective function in the direction .
void solve_state_sensitivity(const Vector< Real > &v, const Vector< Real > &z, Real &tol)
Given which solves the state equation and a direction , solve the state senstivity equation for .
Real value(const Vector< Real > &z, Real &tol) override
Given , evaluate the objective function where solves .
const Ptr< Constraint_SimOpt< Real > > con_
Reduced_Objective_SimOpt(const Ptr< Objective_SimOpt< Real > > &obj, const Ptr< Constraint_SimOpt< Real > > &con, const Ptr< Vector< Real > > &state, const Ptr< Vector< Real > > &control, const Ptr< Vector< Real > > &adjoint, const bool storage=true, const bool useFDhessVec=false)
Constructor.
void solve_adjoint_equation(const Vector< Real > &z, Real &tol)
Given which solves the state equation, solve the adjoint equation for .
Ptr< VectorController< Real > > stateStore_
void update(const Vector< Real > &z, bool flag=true, int iter=-1) override
Update the SimOpt objective function and equality constraint.
void solve_state_equation(const Vector< Real > &z, Real &tol)
void gradient(Vector< Real > &g, const Vector< Real > &z, Real &tol) override
Given , evaluate the gradient of the objective function where solves .
void solve_adjoint_sensitivity(const Vector< Real > &v, const Vector< Real > &z, Real &tol)
Given , the adjoint variable , and a direction , solve the adjoint sensitvity equation for .
void setParameter(const std::vector< Real > &param) override
const Ptr< Objective_SimOpt< Real > > obj_
Defines the linear algebra or vector space interface.
Definition: ROL_Vector.hpp:84