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277 | /* *****************************************************************
MESQUITE -- The Mesh Quality Improvement Toolkit
Copyright 2004 Sandia Corporation and Argonne National
Laboratory. Under the terms of Contract DE-AC04-94AL85000
with Sandia Corporation, the U.S. Government retains certain
rights in this software.
This library is free software; you can redistribute it and/or
modify it under the terms of the GNU Lesser General Public
License as published by the Free Software Foundation; either
version 2.1 of the License, or (at your option) any later version.
This library is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
Lesser General Public License for more details.
You should have received a copy of the GNU Lesser General Public License
(lgpl.txt) along with this library; if not, write to the Free Software
Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
[email protected], [email protected], [email protected],
[email protected], [email protected], [email protected]
***************************************************************** */
/*!
\file ObjectiveFunction.cpp
\brief
\author Michael Brewer
\author Thomas Leurent
\date 2002-08-02
*/
#include "ObjectiveFunction.hpp"
#include "MsqVertex.hpp"
#include "MsqDebug.hpp"
#include "PatchData.hpp"
#include "MsqError.hpp"
#include "MsqHessian.hpp"
#include "SymMatrix3D.hpp"
#include <memory> // unique_ptr
namespace MBMesquite
{
ObjectiveFunction::~ObjectiveFunction() {}
/*!Returns an appropiate value (eps) to use as a delta step for
MsqVertex vertex in dimension k (i.e. k=0 -> x, k=1 -> y, k=2 -> z).
The objective function value at the perturbed vertex position is given
in local_val.
*/
double ObjectiveFunction::get_eps( PatchData& pd,
EvalType type,
double& local_val,
int dim,
size_t vertex_index,
MsqError& err )
{
double eps = 1.e-07;
const double rho = 0.5;
const int imax = 20;
bool feasible = false;<--- The scope of the variable 'feasible' can be reduced. [+]The scope of the variable 'feasible' can be reduced. Warning: Be careful when fixing this message, especially when there are inner loops. Here is an example where cppcheck will write that the scope for 'i' can be reduced:<--- Variable 'feasible' is assigned a value that is never used.
void f(int x)<--- Variable 'feasible' is assigned a value that is never used.
{<--- Variable 'feasible' is assigned a value that is never used.
int i = 0;<--- Variable 'feasible' is assigned a value that is never used.
if (x) {<--- Variable 'feasible' is assigned a value that is never used.
// it's safe to move 'int i = 0;' here<--- Variable 'feasible' is assigned a value that is never used.
for (int n = 0; n < 10; ++n) {<--- Variable 'feasible' is assigned a value that is never used.
// it is possible but not safe to move 'int i = 0;' here<--- Variable 'feasible' is assigned a value that is never used.
do_something(&i);<--- Variable 'feasible' is assigned a value that is never used.
}<--- Variable 'feasible' is assigned a value that is never used.
}<--- Variable 'feasible' is assigned a value that is never used.
}<--- Variable 'feasible' is assigned a value that is never used.
When you see this message it is always safe to reduce the variable scope 1 level. <--- Variable 'feasible' is assigned a value that is never used.
double tmp_var = 0.0;<--- The scope of the variable 'tmp_var' can be reduced. [+]The scope of the variable 'tmp_var' can be reduced. Warning: Be careful when fixing this message, especially when there are inner loops. Here is an example where cppcheck will write that the scope for 'i' can be reduced:<--- Variable 'tmp_var' is assigned a value that is never used.
void f(int x)<--- Variable 'tmp_var' is assigned a value that is never used.
{<--- Variable 'tmp_var' is assigned a value that is never used.
int i = 0;<--- Variable 'tmp_var' is assigned a value that is never used.
if (x) {<--- Variable 'tmp_var' is assigned a value that is never used.
// it's safe to move 'int i = 0;' here<--- Variable 'tmp_var' is assigned a value that is never used.
for (int n = 0; n < 10; ++n) {<--- Variable 'tmp_var' is assigned a value that is never used.
// it is possible but not safe to move 'int i = 0;' here<--- Variable 'tmp_var' is assigned a value that is never used.
do_something(&i);<--- Variable 'tmp_var' is assigned a value that is never used.
}<--- Variable 'tmp_var' is assigned a value that is never used.
}<--- Variable 'tmp_var' is assigned a value that is never used.
}<--- Variable 'tmp_var' is assigned a value that is never used.
When you see this message it is always safe to reduce the variable scope 1 level. <--- Variable 'tmp_var' is assigned a value that is never used.
Vector3D delta( 0, 0, 0 );
for( int i = 0; i < imax; ++i )
{
// perturb kth coord val and check feas if needed
tmp_var = pd.vertex_by_index( vertex_index )[dim];
delta[dim] = eps;
pd.move_vertex( delta, vertex_index, err );
feasible = evaluate( type, pd, local_val, OF_FREE_EVALS_ONLY, err );
MSQ_ERRZERO( err );
// revert kth coord val
delta = pd.vertex_by_index( vertex_index );
delta[dim] = tmp_var;
pd.set_vertex_coordinates( delta, vertex_index, err );
// if step was too big, shorten it and go again
if( feasible )
return eps;
else
eps *= rho;
} // end while looking for feasible eps
return 0.0;
} // end function get_eps
bool ObjectiveFunction::compute_subpatch_numerical_gradient( EvalType type,
EvalType subtype,
PatchData& pd,
double& flocal,
Vector3D& grad,
MsqError& err )
{
assert( pd.num_free_vertices() == 1 );
double flocald = 0;
double eps = 0;<--- The scope of the variable 'eps' can be reduced. [+]The scope of the variable 'eps' can be reduced. Warning: Be careful when fixing this message, especially when there are inner loops. Here is an example where cppcheck will write that the scope for 'i' can be reduced:<--- Variable 'eps' is assigned a value that is never used.
void f(int x)<--- Variable 'eps' is assigned a value that is never used.
{<--- Variable 'eps' is assigned a value that is never used.
int i = 0;<--- Variable 'eps' is assigned a value that is never used.
if (x) {<--- Variable 'eps' is assigned a value that is never used.
// it's safe to move 'int i = 0;' here<--- Variable 'eps' is assigned a value that is never used.
for (int n = 0; n < 10; ++n) {<--- Variable 'eps' is assigned a value that is never used.
// it is possible but not safe to move 'int i = 0;' here<--- Variable 'eps' is assigned a value that is never used.
do_something(&i);<--- Variable 'eps' is assigned a value that is never used.
}<--- Variable 'eps' is assigned a value that is never used.
}<--- Variable 'eps' is assigned a value that is never used.
}<--- Variable 'eps' is assigned a value that is never used.
When you see this message it is always safe to reduce the variable scope 1 level. <--- Variable 'eps' is assigned a value that is never used.
bool b = evaluate( type, pd, flocal, OF_FREE_EVALS_ONLY, err );
if( MSQ_CHKERR( err ) || !b )
{
return false;
}
// loop over the three coords x,y,z
for( int j = 0; j < 3; ++j )
{
eps = get_eps( pd, subtype, flocald, j, 0, err );
MSQ_ERRZERO( err );
if( eps == 0 )
{
MSQ_SETERR( err )
( "Dividing by zero in Objective Functions numerical grad", MsqError::INVALID_STATE );
return false;
}
grad[j] = ( flocald - flocal ) / eps;
}
return true;
}
bool ObjectiveFunction::compute_patch_numerical_gradient( EvalType type,
EvalType subtype,
PatchData& pd,
double& flocal,
std::vector< Vector3D >& grad,
MsqError& err )
{
double flocald = 0;
double eps = 0;<--- Variable 'eps' is assigned a value that is never used.
bool b = evaluate( type, pd, flocal, OF_FREE_EVALS_ONLY, err );
if( MSQ_CHKERR( err ) || !b )
{
return false;
}
for( size_t i = 0; i < pd.num_free_vertices(); ++i )
{
// loop over the three coords x,y,z
for( int j = 0; j < 3; ++j )
{
eps = get_eps( pd, subtype, flocald, j, i, err );
MSQ_ERRZERO( err );
if( eps == 0 )
{
MSQ_SETERR( err )
( "Dividing by zero in Objective Functions numerical grad", MsqError::INVALID_STATE );
return false;
}
grad[i][j] = ( flocald - flocal ) / eps;
}
}
return true;
}
/*!
Numerically Calculates the gradient of the ObjectiveFunction for the
free vertices in the patch. Returns 'false' if the patch is outside
of a required feasible region, returns 'ture' otherwise.
The behavior of the function depends on the value of the boolean
useLocalGradient. If useLocalGradient is set to
'true', compute_numerical_gradient creates a sub-patch around a free
vertex, and then perturbs that vertex in one of the coordinate directions.
Only the ObjectiveFunction value on the local sub-patch is used in the
computation of the gradient. Therefore, useLocalGradient should only
be set to 'true' for ObjectiveFunctions which can use this method. Unless
the concrete ObjectiveFunction sets useLocalGradient to 'true' in its
constructor, the value will be 'false'. In this case, the objective
function value for the entire patch is used in the calculation of the
gradient. This is computationally expensive, but it is numerically
correct for all (C_1) functions.
\param pd PatchData on which the gradient is taken.
\param grad Array of Vector3D of length the number of vertices used to store gradient.
\param OF_val will be set to the objective function value.
*/
bool ObjectiveFunction::evaluate_with_gradient( EvalType eval_type,
PatchData& pd,
double& OF_val,
std::vector< Vector3D >& grad,
MsqError& err )
{
bool b;
grad.resize( pd.num_free_vertices() );
// Fast path for single-free-vertex patch
if( pd.num_free_vertices() == 1 )
{
const EvalType sub_type = ( eval_type == CALCULATE ) ? CALCULATE : TEMPORARY;
b = compute_subpatch_numerical_gradient( eval_type, sub_type, pd, OF_val, grad[0], err );
return !MSQ_CHKERR( err ) && b;
}
ObjectiveFunction* of = this;
std::unique_ptr< ObjectiveFunction > deleter;
if( eval_type == CALCULATE )
{
of->clear();
b = of->evaluate( ACCUMULATE, pd, OF_val, OF_FREE_EVALS_ONLY, err );
if( err )
{ // OF doesn't support BCD type evals, try slow method
err.clear();
of->clear();
b = compute_patch_numerical_gradient( CALCULATE, CALCULATE, pd, OF_val, grad, err );
return !MSQ_CHKERR( err ) && b;
}
else if( !b )
return b;
}
else
{
b = this->evaluate( eval_type, pd, OF_val, OF_FREE_EVALS_ONLY, err );
if( MSQ_CHKERR( err ) || !b ) return false;
of = this->clone();
deleter = std::unique_ptr< ObjectiveFunction >( of );<--- Variable 'deleter' is assigned a value that is never used.
}
// Determine number of layers of adjacent elements based on metric type.
unsigned layers = min_patch_layers();
// Create a subpatch for each free vertex and use it to evaluate the
// gradient for that vertex.
double flocal;
PatchData subpatch;
for( size_t i = 0; i < pd.num_free_vertices(); ++i )
{
pd.get_subpatch( i, layers, subpatch, err );
MSQ_ERRZERO( err );
b = of->compute_subpatch_numerical_gradient( SAVE, TEMPORARY, subpatch, flocal, grad[i], err );
if( MSQ_CHKERR( err ) || !b )
{
of->clear();
return false;
}
}
of->clear();
return true;
}
bool ObjectiveFunction::evaluate_with_Hessian_diagonal( EvalType type,
PatchData& pd,
double& value_out,
std::vector< Vector3D >& grad_out,
std::vector< SymMatrix3D >& hess_diag_out,
MsqError& err )
{
MsqHessian hess;
hess.initialize( pd, err );
MSQ_ERRZERO( err );
bool val = evaluate_with_Hessian( type, pd, value_out, grad_out, hess, err );
MSQ_ERRZERO( err );
hess_diag_out.resize( hess.size() );
for( size_t i = 0; i < hess.size(); ++i )
hess_diag_out[i] = hess.get_block( i, i )->upper();
return val;
}
bool ObjectiveFunction::evaluate_with_Hessian( EvalType /*type*/,
PatchData& /*pd*/,
double& /*value_out*/,
std::vector< Vector3D >& /*grad_out*/,
MsqHessian& /*Hessian_out*/,
MsqError& err )
{
MSQ_SETERR( err )
( "No Hessian available for this objective function.\n"
"Choose either a different objective function or a "
"different solver.\n",
MsqError::INVALID_STATE );
return false;
}
} // namespace MBMesquite
|