ROL_DynamicObjectiveCheck.hpp

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#pragma once
#ifndef ROL_DYNAMICOBJECTIVECHECK_HPP
#define ROL_DYNAMICOBJECTIVECHECK_HPP
 
#include "ROL_DynamicObjective_CheckInterface.hpp"
#include "ROL_ValidateFunction.hpp"
#include "ROL_RandomVector.hpp"
#include <string>
 
// TODO: Add symmetry check for diagonal Hessian blocks and adjoint consistency
//       for off-diagonal block pairs
 
namespace ROL {
 
template<typename Real>
struct DynamicObjectiveCheck {
 
  static void check( DynamicObjective<Real>& obj,
                     ValidateFunction<Real>& validator,
                     const Vector<Real>& uo,
                     const Vector<Real>& un,
                     const Vector<Real>& z,
                     const std::vector<std::string>& methods ) {
 
    auto gu = uo.dual().clone();
    auto gz = z.dual().clone();
    auto vu = uo.clone();
    auto vz = z.clone();
 
    RandomizeVector(*vu);
    RandomizeVector(*vz);
 
    auto obj_check = make_check( obj );
 
    //-------------------------------------------------------------------------
    // Check gradient components
    if( std::find(methods.begin(),methods.end(),"gradient_uo") != methods.end() ) {
      auto value  = obj_check.value_uo( un, z );
      auto grad   = obj_check.gradient_uo( un, z );
      auto update = obj_check.update_uo( un, z );
      validator.derivative_check( value, grad, update, *gu, *vu, uo, "grad_uo'*dir" );
    }
    if( std::find(methods.begin(),methods.end(),"gradient_un") != methods.end() ) {
      auto value  = obj_check.value_un( uo, z );
      auto grad   = obj_check.gradient_un( uo, z );
      auto update = obj_check.update_un( uo, z );
      validator.derivative_check( value, grad, update, *gu, *vu, un, "grad_un'*dir" );
    }
    if( std::find(methods.begin(),methods.end(),"gradient_z") != methods.end() ) {
      auto value  = obj_check.value_z( uo, un );
      auto grad   = obj_check.gradient_z( uo, un );
      auto update = obj_check.update_z( uo, un );
      validator.derivative_check( value, grad, update, *gz, *vz,  z, "grad_z'*dir" );
    }
 
    //-------------------------------------------------------------------------
    // Check Hessian components
    if( std::find(methods.begin(),methods.end(),"hessVec_uo_uo") != methods.end() ) {
      auto grad    = obj_check.gradient_uo_uo( un, z ); 
      auto hessVec = obj_check.hessVec_uo_uo( un, z );
      auto update  = obj_check.update_uo( un, z );
      validator.derivative_check( grad, hessVec, update, *gu, *vu, uo, "norm(H_uo_uo*vec)" );
    }
 
    if( std::find(methods.begin(),methods.end(),"hessVec_uo_un") != methods.end() ) {
      auto grad    = obj_check.gradient_uo_un( uo, z ); 
      auto hessVec = obj_check.hessVec_uo_un( uo, z );
      auto update  = obj_check.update_un( uo, z );
      validator.derivative_check( grad, hessVec, update, *gu, *vu, un, "norm(H_uo_un*vec)" );
    }
 
    if( std::find(methods.begin(),methods.end(),"hessVec_uo_z") != methods.end() ) {
      auto grad    = obj_check.gradient_uo_z( uo, un ); 
      auto hessVec = obj_check.hessVec_uo_z( uo, un );
      auto update  = obj_check.update_z( uo, un );
      validator.derivative_check( grad, hessVec, update, *gu, *vz,  z, "norm(H_uo_z*vec)" );
    }
 
 
 
    if( std::find(methods.begin(),methods.end(),"hessVec_un_uo") != methods.end() ) {
      auto grad    = obj_check.gradient_un_uo( un, z ); 
      auto hessVec = obj_check.hessVec_un_uo( un, z );
      auto update  = obj_check.update_uo( un, z );
      validator.derivative_check( grad, hessVec, update, *gu, *vu, uo, "norm(H_un_uo*vec)" );
    }
 
    if( std::find(methods.begin(),methods.end(),"hessVec_un_un") != methods.end() ) {
      auto grad    = obj_check.gradient_un_un( uo, z );
      auto hessVec = obj_check.hessVec_un_un( uo, z );
      auto update  = obj_check.update_un( uo, z );
      validator.derivative_check( grad, hessVec, update, *gu, *vu, un, "norm(H_un_un*vec)" );
    }
 
    if( std::find(methods.begin(),methods.end(),"hessVec_un_z") != methods.end() ) {
      auto grad    = obj_check.gradient_un_z( uo, un );
      auto hessVec = obj_check.hessVec_un_z( uo, un );
      auto update  = obj_check.update_z( uo, un );
      validator.derivative_check( grad, hessVec, update, *gu, *vz,  z, "norm(H_un_z*vec)" );
    }
 
 
 
    if( std::find(methods.begin(),methods.end(),"hessVec_z_uo") != methods.end() ) {
      auto grad    = obj_check.gradient_z_uo( un, z );
      auto hessVec = obj_check.hessVec_z_uo( un, z );
      auto update  = obj_check.update_uo( un, z );
      validator.derivative_check( grad, hessVec, update, *gz, *vu, uo, "norm(H_z_uo*vec)" );
    }
 
    if( std::find(methods.begin(),methods.end(),"hessVec_z_un") != methods.end() ) {
      auto grad    = obj_check.gradient_z_un( uo, z );
      auto hessVec = obj_check.hessVec_z_un( uo, z );
      auto update  = obj_check.update_un( uo, z );
      validator.derivative_check( grad, hessVec, update, *gz, *vu, un, "norm(H_z_un*vec)" );
    }
 
    if( std::find(methods.begin(),methods.end(),"hessVec_z_z") != methods.end() ) {
      auto grad    = obj_check.gradient_z_z( uo, un );
      auto hessVec = obj_check.hessVec_z_z( uo, un );
      auto update  = obj_check.update_z( uo, un );
      auto H = obj_check.hessVec_z_z(uo,un);
      validator.derivative_check( grad, hessVec, update, *gz, *vz,  z, "norm(H_z_z*vec)" );
    }
  }
 
  static void check( DynamicObjective<Real>& obj,
                     ValidateFunction<Real>& validator,
                     const Vector<Real>& uo,
                     const Vector<Real>& un,
                     const Vector<Real>& z ) {
    std::vector<std::string> methods = {"gradient_uo",
                                        "gradient_un",
                                        "gradient_z",
                                        "hessVec_uo_uo",
                                        "hessVec_uo_un",
                                        "hessVec_uo_z",
                                        "hessVec_un_uo",
                                        "hessVec_un_un",
                                        "hessVec_un_z",
                                        "hessVec_z_uo",
                                        "hessVec_z_un",
                                        "hessVec_z_z"};
    check(obj, validator, uo, un, z, methods);
  }
}; // DynamicObjectiveCheck
 
} // namespace ROL
 
#endif  // ROL_DYNAMICOBJECTIVECHECK_HPP