ROL
ROL_TypeP_QuasiNewtonAlgorithm.hpp
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43 
44 #ifndef ROL_TYPEP_QUASINEWTONALGORITHM_HPP
45 #define ROL_TYPEP_QUASINEWTONALGORITHM_HPP
46 
47 #include "ROL_TypeP_Algorithm.hpp"
48 #include "ROL_SecantFactory.hpp"
49 
54 namespace ROL {
55 namespace TypeP {
56 
57 template<typename Real>
58 class QuasiNewtonAlgorithm : public TypeP::Algorithm<Real> {
59 private:
60  Ptr<Secant<Real>> secant_;
62  std::string secantName_;
63 
64  int t0_;
65  bool initProx_;
66 
67  int maxit_;
68  Real rhodec_;
69  Real c1_;
70  Real sigma1_;
71  Real sigma2_;
72  Real sp_tol1_;
73  Real sp_tol2_;
75  std::string algoName_;
76 
77  ParameterList list_;
78 
79  bool hasLEC_;
83 
87 
88  void initialize(Vector<Real> &x,
89  const Vector<Real> &g,
90  Objective<Real> &sobj,
91  Objective<Real> &nobj,
92  Vector<Real> &dg,
93  std::ostream &outStream = std::cout);
94 
95 public:
96 
97  QuasiNewtonAlgorithm(ParameterList &list, const Ptr<Secant<Real>> &secant = nullPtr);
98 
100 
101  void run( Vector<Real> &x,
102  const Vector<Real> &g,
103  Objective<Real> &sobj,
104  Objective<Real> &nobj,
105  std::ostream &outStream = std::cout) override;
106 
107  void writeHeader( std::ostream& os ) const override;
108 
109  void writeName( std::ostream& os ) const override;
110 
111  void writeOutput( std::ostream &os, bool write_header = false ) const override;
112 
113 }; // class ROL::TypeP::QuasiNewtonAlgorithm
114 
115 } // namespace TypeP
116 } // namespace ROL
117 
119 
120 #endif
Provides the interface to evaluate objective functions.
Provides an interface to run the projected secant algorithm.
void initialize(Vector< Real > &x, const Vector< Real > &g, Objective< Real > &sobj, Objective< Real > &nobj, Vector< Real > &dg, std::ostream &outStream=std::cout)
void run(Vector< Real > &x, const Vector< Real > &g, Objective< Real > &sobj, Objective< Real > &nobj, std::ostream &outStream=std::cout) override
Run algorithm on unconstrained problems (Type-U). This general interface supports the use of dual opt...
Real sigma2_
Upper safeguard for quadratic line search (default: 0.9)
Real sigma1_
Lower safeguard for quadratic line search (default: 0.1)
Ptr< Secant< Real > > secant_
Secant object (used for quasi-Newton)
QuasiNewtonAlgorithm(ParameterList &list, const Ptr< Secant< Real >> &secant=nullPtr)
Defines the linear algebra or vector space interface.
Definition: ROL_Vector.hpp:80
ESecant
Enumeration of secant update algorithms.
Definition: ROL_Types.hpp:486
Provides interface for and implements limited-memory secant operators.
Definition: ROL_Secant.hpp:79
void writeName(std::ostream &os) const override
Print step name.
Real c1_
Sufficient Decrease Parameter (default: 1e-4)
Provides an interface to run optimization algorithms to minimize composite optimization problems f+ph...
void writeHeader(std::ostream &os) const override
Print iterate header.
int maxit_
Maximum number of line search steps (default: 20)
Real rhodec_
Backtracking rate (default: 0.5)
void writeOutput(std::ostream &os, bool write_header=false) const override
Print iterate status.