ROL_Minimax2.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_MINIMAX2_HPP
#define ROL_MINIMAX2_HPP
 
#include "ROL_TestProblem.hpp"
#include "ROL_StdVector.hpp"
#include "ROL_Ptr.hpp"
 
namespace ROL {
namespace ZOO {
 
template<class Real>
class Minimax2 : public Objective<Real> {
 
  typedef std::vector<Real> vector;
  typedef Vector<Real>      V;
  typedef StdVector<Real>   SV;
 
private:
 
  Ptr<const vector> getVector( const V& x ) {
    return dynamic_cast<const SV&>(x).getVector();
  }
 
  Ptr<vector> getVector( V& x ) {
    return dynamic_cast<SV&>(x).getVector();
  }
 
public:
  Minimax2(void) {}
 
  Real value(const Vector<Real> &x, Real &tol) {
    Ptr<const vector> xp = getVector(x);
    Real f1 = std::pow((*xp)[0],4.0) + std::pow((*xp)[1],2.0);
    Real f2 = std::pow(2.0-(*xp)[0],2.0) + std::pow(2.0-(*xp)[1],2.0);
    Real f3 = 2.0*std::exp(-(*xp)[0] + (*xp)[1]);
    return std::max(f1,std::max(f2,f3));
  }
 
  void gradient(Vector<Real> &g, const Vector<Real> &x, Real &tol) {
    Ptr<const vector> xp = getVector(x);
    Ptr<vector> gp = getVector(g);
    Real f1 = std::pow((*xp)[0],4.0) + std::pow((*xp)[1],2.0);
    Real f2 = std::pow(2.0-(*xp)[0],2.0) + std::pow(2.0-(*xp)[1],2.0);
    Real f3 = 2.0*std::exp(-(*xp)[0] + (*xp)[1]);
 
    if ( f1 >= std::max(f2,f3) ) {
      (*gp)[0] = 4.0*std::pow((*xp)[0],3.0);
      (*gp)[1] = 2.0*(*xp)[1];
    }
    else if ( f2 >= std::max(f1,f3) ) {
      (*gp)[0] = 2.0*(*xp)[0]-4.0;
      (*gp)[1] = 2.0*(*xp)[1]-4.0;
    }
    else if ( f3 >= std::max(f1,f2) ) {
      (*gp)[0] = -2.0*std::exp(-(*xp)[0]+(*xp)[1]);
      (*gp)[1] = 2.0*std::exp(-(*xp)[0]+(*xp)[1]);
    } 
  }
}; // class Minimax2
 
template<class Real>
class getMinimax2 : public TestProblem<Real> {
public:
  getMinimax2(void) {}
 
  Ptr<Objective<Real>> getObjective(void) const {
    return makePtr<Minimax2<Real>>();
  }
 
  Ptr<Vector<Real>> getInitialGuess(void) const {
    Ptr<std::vector<Real> > x_ptr = makePtr<std::vector<Real>>(2, 0.0);
    (*x_ptr)[0] = 1.0; (*x_ptr)[1] = -0.1;
    return makePtr<StdVector<Real>>(x_ptr);
  }
 
  Ptr<Vector<Real>> getSolution(const int i = 0) const {
    Ptr<std::vector<Real> > z_ptr = makePtr<std::vector<Real>>(2, 0.0);
    (*z_ptr)[0] = 1.0; (*z_ptr)[1] = 1.0;
    return makePtr<StdVector<Real>>(z_ptr);
  }
};
 
} // namespace ZOO
} // namespace ROL
 
#endif