ROL_TypeU_BundleAlgorithm.hpp

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// @HEADER
// *****************************************************************************
//               Rapid Optimization Library (ROL) Package
//
// Copyright 2014 NTESS and the ROL contributors.
// SPDX-License-Identifier: BSD-3-Clause
// *****************************************************************************
// @HEADER
 
#ifndef ROL_TYPEU_BUNDLEALGORITHM_H
#define ROL_TYPEU_BUNDLEALGORITHM_H
 
#include "ROL_TypeU_Algorithm.hpp"
#include "ROL_Bundle_U.hpp"
#include "ROL_LineSearch_U.hpp"

 
namespace ROL {
namespace TypeU {
 
template<typename Real>
class BundleAlgorithm : public Algorithm<Real> {
private:
  // Bundle
  Ptr<Bundle_U<Real>>     bundle_;     // Bundle of subgradients and linearization errors
  Ptr<LineSearch_U<Real>> lineSearch_; // Line-search object for nonconvex problems
 
  // Dual cutting plane solution
  unsigned QPiter_;  // Number of QP solver iterations
  unsigned QPmaxit_; // Maximum number of QP iterations
  Real QPtol_;       // QP subproblem tolerance
 
  // Step flag
  int step_flag_; // Whether serious or null step
 
  // Aggregate subgradients, linearizations, and distance measures
 
  // Algorithmic parameters
  Real T_;
  Real tol_;
  Real m1_;
  Real m2_;
  Real m3_;
  Real nu_;
 
  // Line-search parameters
  int ls_maxit_;
 
  bool first_print_;
  bool isConvex_;
 
  int verbosity_;
  bool printHeader_;
 
  using Algorithm<Real>::state_;
  using Algorithm<Real>::status_;
  using Algorithm<Real>::initialize;
 
public:
 
  BundleAlgorithm( ParameterList &parlist,
                   const Ptr<LineSearch_U<Real>> &lineSearch = nullPtr );
 
  void run( Vector<Real>       &x,
            const Vector<Real> &g, 
            Objective<Real>    &obj,
            std::ostream       &outStream = std::cout) override;
 
  void writeHeader( std::ostream& os ) const override;
 
  void writeName( std::ostream& os) const override;
 
  void writeOutput( std::ostream& os, const bool print_header = false ) const override;
 
private:
 
  void initialize(const Vector<Real> &x, const Vector<Real> &g,
                  Objective<Real> &obj, std::ostream &outStream = std::cout);
 
}; // class ROL::BundleAlgorithm
} // namespace TypeU
} // namespace ROL
 
#include "ROL_TypeU_BundleAlgorithm_Def.hpp"
 
#endif