ROL
ROL_TypeB_Algorithm.hpp
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43 
44 #ifndef ROL_TYPEB_ALGORITHM_H
45 #define ROL_TYPEB_ALGORITHM_H
46 
48 #include "ROL_Objective.hpp"
49 #include "ROL_Constraint.hpp"
50 #include "ROL_BoundConstraint.hpp"
52 #include "ROL_Problem.hpp"
53 
58 namespace ROL {
59 namespace TypeB {
60 
61 template<typename Real>
62 struct AlgorithmState : public ROL::AlgorithmState<Real> {
63  Real searchSize;
64  Ptr<Vector<Real>> stepVec;
65  Ptr<Vector<Real>> gradientVec;
66  int nproj;
67 
69  : searchSize(1),
70  stepVec(nullPtr),
71  gradientVec(nullPtr),
72  nproj(0) {}
73 
74  void reset() {
76  searchSize = static_cast<Real>(1);
77  if (stepVec != nullPtr) stepVec->zero();
78  if (gradientVec != nullPtr) gradientVec->zero();
79  nproj = 0;
80  }
81 };
82 
83 template<typename Real>
84 class Algorithm {
85 protected:
86  const Ptr<CombinedStatusTest<Real>> status_;
87  const Ptr<AlgorithmState<Real>> state_;
88  Ptr<PolyhedralProjection<Real>> proj_;
89 
90  void initialize(const Vector<Real> &x, const Vector<Real> &g);
91 
92  Real optimalityCriterion(const Vector<Real> &x, const Vector<Real> &g, Vector<Real> &primal,
93  std::ostream &outStream = std::cout) const;
94 
95 public:
96 
97  virtual ~Algorithm() {}
98 
101  Algorithm();
102 
103  void setStatusTest(const Ptr<StatusTest<Real>> &status,
104  const bool combineStatus = false);
105 
109  virtual void run( Problem<Real> &problem,
110  std::ostream &outStream = std::cout );
111 
115  virtual void run( Vector<Real> &x,
116  Objective<Real> &obj,
118  std::ostream &outStream = std::cout );
119 
124  virtual void run( Vector<Real> &x,
125  const Vector<Real> &g,
126  Objective<Real> &obj,
128  std::ostream &outStream = std::cout) = 0;
129 
135  virtual void run( Vector<Real> &x,
136  Objective<Real> &obj,
138  Constraint<Real> &linear_econ,
139  Vector<Real> &linear_emul,
140  std::ostream &outStream = std::cout );
141 
147  virtual void run( Vector<Real> &x,
148  const Vector<Real> &g,
149  Objective<Real> &obj,
151  Constraint<Real> &linear_econ,
152  Vector<Real> &linear_emul,
153  const Vector<Real> &linear_eres,
154  std::ostream &outStream = std::cout );
155 
161  virtual void run( Vector<Real> &x,
162  Objective<Real> &obj,
164  Constraint<Real> &linear_icon,
165  Vector<Real> &linear_imul,
166  BoundConstraint<Real> &linear_ibnd,
167  std::ostream &outStream = std::cout );
168 
174  virtual void run( Vector<Real> &x,
175  const Vector<Real> &g,
176  Objective<Real> &obj,
178  Constraint<Real> &linear_icon,
179  Vector<Real> &linear_imul,
180  BoundConstraint<Real> &linear_ibnd,
181  const Vector<Real> &linear_ires,
182  std::ostream &outStream = std::cout );
183 
189  virtual void run( Vector<Real> &x,
190  Objective<Real> &obj,
192  Constraint<Real> &linear_econ,
193  Vector<Real> &linear_emul,
194  Constraint<Real> &linear_icon,
195  Vector<Real> &linear_imul,
196  BoundConstraint<Real> &linear_ibnd,
197  std::ostream &outStream = std::cout );
198 
204  virtual void run( Vector<Real> &x,
205  const Vector<Real> &g,
206  Objective<Real> &obj,
208  Constraint<Real> &linear_econ,
209  Vector<Real> &linear_emul,
210  const Vector<Real> &linear_eres,
211  Constraint<Real> &linear_icon,
212  Vector<Real> &linear_imul,
213  BoundConstraint<Real> &linear_ibnd,
214  const Vector<Real> &linear_ires,
215  std::ostream &outStream = std::cout );
216 
219  virtual void writeHeader( std::ostream& os ) const;
220 
223  virtual void writeName( std::ostream& os ) const;
224 
227  virtual void writeOutput( std::ostream& os, const bool write_header = false ) const;
228 
229  virtual void writeExitStatus( std::ostream& os ) const;
230 
231  //Ptr<const AlgorithmState<Real>>& getState() const;
232  Ptr<const AlgorithmState<Real>> getState() const;
233 
234  void reset();
235 
236 }; // class ROL::Type::Algorithm
237 
238 } // namespace TypeB
239 } // namespace ROL
240 
242 
243 #endif
Provides the interface to evaluate objective functions.
virtual void writeHeader(std::ostream &os) const
Print iterate header.
virtual void writeExitStatus(std::ostream &os) const
void setStatusTest(const Ptr< StatusTest< Real >> &status, const bool combineStatus=false)
Defines the linear algebra or vector space interface.
Definition: ROL_Vector.hpp:80
virtual void writeName(std::ostream &os) const
Print step name.
Ptr< Vector< Real > > stepVec
State for algorithm class. Will be used for restarts.
Definition: ROL_Types.hpp:143
Provides an interface to run bound constrained optimization algorithms.
const Ptr< AlgorithmState< Real > > state_
Provides an interface to check status of optimization algorithms.
Algorithm()
Constructor, given a step and a status test.
virtual void writeOutput(std::ostream &os, const bool write_header=false) const
Print iterate status.
Provides the interface to apply upper and lower bound constraints.
Real optimalityCriterion(const Vector< Real > &x, const Vector< Real > &g, Vector< Real > &primal, std::ostream &outStream=std::cout) const
Ptr< PolyhedralProjection< Real > > proj_
void initialize(const Vector< Real > &x, const Vector< Real > &g)
virtual void run(Problem< Real > &problem, std::ostream &outStream=std::cout)
Run algorithm on bound constrained problems (Type-B). This is the primary Type-B interface.
Ptr< Vector< Real > > gradientVec
Defines the general constraint operator interface.
Ptr< const AlgorithmState< Real > > getState() const
const Ptr< CombinedStatusTest< Real > > status_