ROL
ROL_TypeP_QuasiNewtonAlgorithm.hpp
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43
44#ifndef ROL_TYPEP_QUASINEWTONALGORITHM_HPP
45#define ROL_TYPEP_QUASINEWTONALGORITHM_HPP
46
48#include "ROL_SecantFactory.hpp"
49
53
54namespace ROL {
55namespace TypeP {
56
57template<typename Real>
59private:
60 Ptr<Secant<Real>> secant_;
62 std::string secantName_;
63
64 int t0_;
66
67 int maxit_;
68 Real rhodec_;
69 Real c1_;
70 Real sigma1_;
71 Real sigma2_;
75 std::string algoName_;
76
77 ParameterList list_;
78
79 bool hasLEC_;
83
84 using TypeP::Algorithm<Real>::pgstep;
85 using TypeP::Algorithm<Real>::status_;
86 using TypeP::Algorithm<Real>::state_;
87
89 const Vector<Real> &g,
90 Objective<Real> &sobj,
91 Objective<Real> &nobj,
92 Vector<Real> &dg,
93 std::ostream &outStream = std::cout);
94
95public:
96
97 QuasiNewtonAlgorithm(ParameterList &list, const Ptr<Secant<Real>> &secant = nullPtr);
98
99 using TypeP::Algorithm<Real>::run;
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 interface for and implements limited-memory secant operators.
Provides an interface to run optimization algorithms to minimize composite optimization problems f+ph...
void pgstep(Vector< Real > &pgiter, Vector< Real > &pgstep, Objective< Real > &nobj, const Vector< Real > &x, const Vector< Real > &dg, Real t, Real &tol) const
const Ptr< AlgorithmState< Real > > state_
const Ptr< CombinedStatusTest< Real > > status_
Real rhodec_
Backtracking rate (default: 0.5).
Real sigma2_
Upper safeguard for quadratic line search (default: 0.9).
void writeOutput(std::ostream &os, bool write_header=false) const override
Print iterate status.
QuasiNewtonAlgorithm(ParameterList &list, const Ptr< Secant< Real > > &secant=nullPtr)
Real sigma1_
Lower safeguard for quadratic line search (default: 0.1).
Ptr< Secant< Real > > secant_
Secant object (used for quasi-Newton).
int maxit_
Maximum number of line search steps (default: 20).
Real c1_
Sufficient Decrease Parameter (default: 1e-4).
void writeHeader(std::ostream &os) const override
Print iterate header.
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...
void writeName(std::ostream &os) const override
Print step name.
Defines the linear algebra or vector space interface.