ROL
ROL_TypeP_Algorithm.hpp
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43 
44 #ifndef ROL_TYPEP_ALGORITHM_H
45 #define ROL_TYPEP_ALGORITHM_H
46 
48 #include "ROL_Objective.hpp"
49 #include "ROL_Problem.hpp"
50 
55 namespace ROL {
56 namespace TypeP {
57 
58 template<typename Real>
59 struct AlgorithmState : public ROL::AlgorithmState<Real> {
61  Ptr<Vector<Real>> stepVec, gradientVec;
62  int nprox, nsval, nnval;
63 
65  : searchSize(1),
66  svalue(ROL_INF<Real>()),
67  nvalue(ROL_INF<Real>()),
68  stepVec(nullPtr),
69  gradientVec(nullPtr),
70  nprox(0),
71  nsval(0),
72  nnval(0) {}
73 
74  void reset() {
76  searchSize = static_cast<Real>(1);
77  svalue = ROL_INF<Real>();
78  nvalue = ROL_INF<Real>();
79  if (stepVec != nullPtr)
80  stepVec->zero();
81  if (gradientVec != nullPtr)
82  gradientVec->zero();
83  nprox = 0;
84  nsval = 0;
85  nnval = 0;
86  }
87 };
88 
89 template<typename Real>
90 class Algorithm {
91 protected:
92  const Ptr<CombinedStatusTest<Real>> status_;
93  const Ptr<AlgorithmState<Real>> state_;
94 
95  void initialize(const Vector<Real> &x, const Vector<Real> &g);
96  void pgstep(Vector<Real> &pgiter, // pgiter = Prox(x - t dg)
97  Vector<Real> &pgstep, // pgstep = pgiter - x
98  Objective<Real> &nobj, // nobj = nonsmooth objective
99  const Vector<Real> &x, // x = current iterate
100  const Vector<Real> &dg, // dg = dual of current gradient
101  Real t, // t = prox parameter
102  Real &tol) const;
103 
104 public:
105 
106  virtual ~Algorithm() {}
107 
110  Algorithm();
111 
112  void setStatusTest(const Ptr<StatusTest<Real>> &status,
113  bool combineStatus = false);
114 
118  virtual void run( Problem<Real> &problem,
119  std::ostream &outStream = std::cout );
120 
124  virtual void run( Vector<Real> &x,
125  Objective<Real> &sobj,
126  Objective<Real> &nobj,
127  std::ostream &outStream = std::cout );
128 
133  virtual void run( Vector<Real> &x,
134  const Vector<Real> &g,
135  Objective<Real> &sobj,
136  Objective<Real> &nobj,
137  std::ostream &outStream = std::cout) = 0;
138 
141  virtual void writeHeader( std::ostream& os ) const;
142 
145  virtual void writeName( std::ostream& os ) const;
146 
149  virtual void writeOutput( std::ostream& os, bool write_header = false ) const;
150 
151  virtual void writeExitStatus( std::ostream& os ) const;
152 
153  //Ptr<const AlgorithmState<Real>>& getState() const;
154  Ptr<const AlgorithmState<Real>> getState() const;
155 
156  void reset();
157 
158 }; // class ROL::TypeP::Algorithm
159 } // namespace TypeP
160 } // namespace ROL
161 
163 
164 #endif
Provides the interface to evaluate objective functions.
Real ROL_INF(void)
Definition: ROL_Types.hpp:105
virtual void writeOutput(std::ostream &os, bool write_header=false) const
Print iterate status.
void pgstep(Vector< Real > &pgiter, Vector< Real > &pgstep, Objective< Real > &nobj, const Vector< Real > &x, const Vector< Real > &dg, Real t, Real &tol) const
Ptr< Vector< Real > > stepVec
Defines the linear algebra or vector space interface.
Definition: ROL_Vector.hpp:80
void setStatusTest(const Ptr< StatusTest< Real >> &status, bool combineStatus=false)
State for algorithm class. Will be used for restarts.
Definition: ROL_Types.hpp:143
virtual void writeHeader(std::ostream &os) const
Print iterate header.
virtual void writeName(std::ostream &os) const
Print step name.
const Ptr< AlgorithmState< Real > > state_
Provides an interface to check status of optimization algorithms.
const Ptr< CombinedStatusTest< Real > > status_
Provides an interface to run optimization algorithms to minimize composite optimization problems f+ph...
virtual void writeExitStatus(std::ostream &os) const
virtual void run(Problem< Real > &problem, std::ostream &outStream=std::cout)
Run algorithm on unconstrained problems (Type-U). This is the primary Type-U interface.
void initialize(const Vector< Real > &x, const Vector< Real > &g)
Ptr< Vector< Real > > gradientVec
Algorithm()
Constructor, given a step and a status test.
Ptr< const AlgorithmState< Real > > getState() const