Homec4science
Diffusion akantu (bugfixes/60-hybrid-phase-field-formulation-unstable-in-dynamics) Browse

rAKA/src/model/contact_mechanics/resolutions/resolution_penalty.cc
271e73ac5baabugfixes/60-hybrid…

Last Change
Raw File

resolution_penalty.cc
View Options

/**
* @file resolution_penalty.cc
*
* @author Mohit Pundir <mohit.pundir@epfl.ch>
*
* @date creation: Mon Jan 7 2019
* @date last modification: Mon Jan 7 2019
*
* @brief Specialization of the resolution class for the penalty method
*
* @section LICENSE
*
* Copyright (©) 2010-2018 EPFL (Ecole Polytechnique Fédérale de Lausanne)
* Laboratory (LSMS - Laboratoire de Simulation en Mécanique des Solides)
*
* Akantu 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 3 of the License, or (at your option) any
* later version.
*
* Akantu 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
* along with Akantu. If not, see <http://www.gnu.org/licenses/>.
*
*/
/* -------------------------------------------------------------------------- */
#include "resolution_penalty.hh"
namespace akantu {
/* -------------------------------------------------------------------------- */
ResolutionPenalty::ResolutionPenalty(ContactMechanicsModel & model,
const ID & id)
: Resolution(model, id) {
AKANTU_DEBUG_IN();
this->initialize();
AKANTU_DEBUG_OUT();
}
/* -------------------------------------------------------------------------- */
void ResolutionPenalty::initialize() {
this->registerParam("epsilon_n", epsilon_n, Real(0.),
_pat_parsable | _pat_modifiable,
"Normal penalty parameter");
this->registerParam("epsilon_t", epsilon_t, Real(0.),
_pat_parsable | _pat_modifiable,
"Tangential penalty parameter");
}
/* -------------------------------------------------------------------------- */
void ResolutionPenalty::computeNormalForce(const ContactElement & element,
Vector<Real> & force) {
force.clear();
auto & gaps = model.getGaps();
auto & projections = model.getProjections();
auto & normals = model.getNormals();
auto surface_dimension = spatial_dimension - 1;
Real gap(gaps.begin()[element.slave]);
Vector<Real> normal(normals.begin(spatial_dimension)[element.slave]);
Vector<Real> projection(projections.begin(surface_dimension)[element.slave]);
// compute normal traction
Real p_n = macaulay(gap) * epsilon_n;
// compute first variation of gap
auto nb_nodes = element.getNbNodes();
Vector<Real> delta_gap(nb_nodes * spatial_dimension);
ResolutionUtils::firstVariationNormalGap(element, projection, normal, delta_gap);
// compute normal force
auto & nodal_area = const_cast<Array<Real> &>(model.getNodalArea());
for (UInt i : arange(force.size()))
force[i] += delta_gap[i] * p_n * nodal_area[element.slave];
}
/* -------------------------------------------------------------------------- */
void ResolutionPenalty::computeTangentialForce(const ContactElement & element,
Vector<Real> & force) {
if (mu == 0)
return;
UInt surface_dimension = spatial_dimension - 1;
// compute tangents
auto & projections = model.getProjections();
Vector<Real> projection(projections.begin(surface_dimension)[element.slave]);
auto & normals = model.getNormals();
Vector<Real> normal(normals.begin(spatial_dimension)[element.slave]);
auto & tangents = model.getTangents();
Matrix<Real> covariant_basis(tangents.begin(surface_dimension,
spatial_dimension)[element.slave]);
GeometryUtils::covariantBasis(model.getMesh(), model.getContactDetector().getPositions(),
element.master, normal, projection, covariant_basis);
// check for no-contact to contact condition
auto & previous_master_elements = model.getPreviousMasterElements();
auto & previous_element = previous_master_elements[element.slave];
if (previous_element.type == _not_defined)
return;
// compute tangential traction using return map algorithm
auto & tangential_tractions = model.getTangentialTractions();
Vector<Real> tangential_traction(tangential_tractions.begin(surface_dimension)[element.slave]);
this->computeTangentialTraction(element, covariant_basis,
tangential_traction);
// compute first variation of natural coordinate
auto & gaps = model.getGaps();
auto & gap = gaps.begin()[element.slave];
auto nb_nodes = element.getNbNodes();
Array<Real> delta_xi(nb_nodes * spatial_dimension, surface_dimension);
ResolutionUtils::firstVariationNaturalCoordinate(element, covariant_basis,
projection, normal, gap, delta_xi);
// compute tangential force
auto & nodal_area = const_cast<Array<Real> &>(model.getNodalArea());
for (auto && values : zip(tangential_traction,
make_view(delta_xi, delta_xi.size()))) {
auto & traction_alpha = std::get<0>(values);
auto & delta_xi_alpha = std::get<1>(values);
force += delta_xi_alpha * traction_alpha * nodal_area[element.slave];
}
}
/* -------------------------------------------------------------------------- */
void ResolutionPenalty::computeTangentialTraction(const ContactElement & element,
const Matrix<Real> & covariant_basis,
Vector<Real> & traction_tangential) {
UInt surface_dimension = spatial_dimension - 1;
auto & gaps = model.getGaps();
auto & gap = gaps.begin()[element.slave];
// Return map algorithm is employed
// compute trial traction
Vector<Real> traction_trial(surface_dimension);
this->computeTrialTangentialTraction(element, covariant_basis, traction_trial);
// compute norm of trial traction
Real traction_trial_norm = 0;
auto inv_A = GeometryUtils::contravariantMetricTensor(covariant_basis);
for (auto i : arange(surface_dimension)) {
for (auto j : arange(surface_dimension)) {
traction_trial_norm += traction_trial[i] * traction_trial[j] * inv_A(i, j);
}
}
traction_trial_norm = sqrt(traction_trial_norm);
// check stick or slip condition
auto & stick_or_slip = model.getStickSlip();
auto & cond = stick_or_slip.begin()[element.slave];
Real p_n = macaulay(gap) * epsilon_n;
bool stick = (traction_trial_norm <= mu * p_n) ? true : false;
if (stick) {
cond = 1;
computeStickTangentialTraction(element, traction_trial, traction_tangential);
} else {
cond = 2;
computeSlipTangentialTraction(element, covariant_basis, traction_trial,
traction_tangential);
}
}
/* -------------------------------------------------------------------------- */
void ResolutionPenalty::computeTrialTangentialTraction(const ContactElement & element,
const Matrix<Real> & covariant_basis,
Vector<Real> & traction) {
UInt surface_dimension = spatial_dimension - 1;
/*auto & projections = model.getProjections();
Vector<Real> contravariant_projection(projections.begin(surface_dimension)[element.slave]);
auto & stick_projections = model.getStickProjections();
Vector<Real> covariant_stick(stick_projections.begin(surface_dimension)[element.slave]);
Matrix<Real> contravariant_basis(surface_dimension, spatial_dimension);
GeometryUtils::contravariantBasis(covariant_basis, contravariant_basis);
Vector<Real> covariant_projection(surface_dimension);
for (auto && values : zip(covariant_projection,
contravariant_projection,
contravariant_basis.transpose())) {
auto & temp = std::get<0>(values);
Vector<Real> contravariant_alpha(std::get<2>(values));
temp = contravariant_alpha.dot(contravariant_alpha);
temp *= std::get<1>(values);
}
auto covariant_slip = covariant_projection - covariant_stick;
traction.mul<true>(contravariant_basis, covariant_slip, epsilon_t);*/
auto & projections = model.getProjections();
Vector<Real> current_projection(projections.begin(surface_dimension)[element.slave]);
auto & previous_projections = model.getPreviousProjections();
Vector<Real> previous_projection(previous_projections.begin(surface_dimension)[element.slave]);
// method from Laursen et. al.
/*auto covariant_metric_tensor = GeometryUtils::covariantMetricTensor(covariant_basis);
auto increment_projection = current_projection - previous_projection;
traction.mul<false>(covariant_metric_tensor, increment_projection, epsilon_t);
auto & previous_tangential_tractions = model.getPreviousTangentialTractions();
Vector<Real> previous_traction(previous_tangential_tractions.begin(surface_dimension)[element.slave]);
traction = previous_traction + traction;*/
// method from Schweizerhof
auto covariant_metric_tensor = GeometryUtils::covariantMetricTensor(covariant_basis);
auto & previous_tangential_tractions = model.getPreviousTangentialTractions();
Vector<Real> previous_traction(previous_tangential_tractions.begin(surface_dimension)[element.slave]);
auto & previous_tangents = model.getPreviousTangents();
Matrix<Real> previous_covariant_basis(previous_tangents.begin(surface_dimension,
spatial_dimension)[element.slave]);
auto previous_contravariant_metric_tensor =
GeometryUtils::contravariantMetricTensor(previous_covariant_basis);
auto current_tangent = covariant_basis.transpose();
auto previous_tangent = previous_covariant_basis.transpose();
for (auto alpha :arange(surface_dimension)) {
Vector<Real> tangent_alpha(current_tangent(alpha));
for (auto gamma : arange(surface_dimension)) {
for (auto beta : arange(surface_dimension)) {
Vector<Real> tangent_beta(previous_tangent(beta));
auto t_alpha_t_beta = tangent_beta.dot(tangent_alpha);
traction[alpha] += previous_traction[gamma]*previous_contravariant_metric_tensor(gamma, beta)*t_alpha_t_beta;
}
}
}
auto & previous_master_elements = model.getPreviousMasterElements();
auto & previous_element = previous_master_elements[element.slave];
Vector<Real> previous_real_projection(spatial_dimension);
GeometryUtils::realProjection(model.getMesh(), model.getContactDetector().getPositions(),
previous_element, previous_projection,
previous_real_projection);
Vector<Real> current_real_projection(spatial_dimension);
GeometryUtils::realProjection(model.getMesh(), model.getContactDetector().getPositions(),
element.master, current_projection,
current_real_projection);
auto increment_real = current_real_projection - previous_real_projection;
Vector<Real> increment_xi(surface_dimension);
auto contravariant_metric_tensor = GeometryUtils::contravariantMetricTensor(covariant_basis);
// increment in natural coordinate
for (auto beta : arange(surface_dimension)) {
for (auto gamma: arange(surface_dimension)) {
auto temp = increment_real.dot(current_tangent(gamma));
temp *= contravariant_metric_tensor(beta, gamma);
increment_xi[beta] += temp;
}
}
Vector<Real> temp(surface_dimension);
temp.mul<false>(covariant_metric_tensor, increment_xi, epsilon_t);
traction -= temp;
}
/* -------------------------------------------------------------------------- */
void ResolutionPenalty::computeStickTangentialTraction(const ContactElement & /*element*/,
Vector<Real> & traction_trial,
Vector<Real> & traction_tangential) {
traction_tangential = traction_trial;
}
/* -------------------------------------------------------------------------- */
void ResolutionPenalty::computeSlipTangentialTraction(const ContactElement & element,
const Matrix<Real> & covariant_basis,
Vector<Real> & traction_trial,
Vector<Real> & traction_tangential) {
UInt surface_dimension = spatial_dimension - 1;
auto & gaps = model.getGaps();
auto & gap = gaps.begin()[element.slave];
// compute norm of trial traction
Real traction_trial_norm = 0;
auto inv_A = GeometryUtils::contravariantMetricTensor(covariant_basis);
for (auto i : arange(surface_dimension)) {
for (auto j : arange(surface_dimension)) {
traction_trial_norm += traction_trial[i] * traction_trial[j] * inv_A(i, j);
}
}
traction_trial_norm = sqrt(traction_trial_norm);
auto slip_direction = traction_trial;
slip_direction /= traction_trial_norm;
Real p_n = epsilon_n * macaulay(gap);
traction_tangential = slip_direction;
traction_tangential *= p_n;
/*
auto & stick_projections = model.getStickProjections();
Vector<Real> covariant_stick(stick_projections.begin(surface_dimension)[element.slave]);
auto slip = macaulay(traction_trial_norm - mu * p_n);
slip /= epsilon_t;
Vector<Real> covariant_slip(surface_dimension);
for (auto && values : zip(covariant_slip,
covariant_basis.transpose())) {
auto & slip_alpha = std::get<0>(values);
Vector<Real> covariant_alpha(std::get<1>(values));
slip_alpha = slip_direction.dot(covariant_alpha);
}
covariant_stick += slip * covariant_slip;*/
}
/* -------------------------------------------------------------------------- */
void ResolutionPenalty::computeNormalModuli(const ContactElement & element,
Matrix<Real> & stiffness) {
auto surface_dimension = spatial_dimension - 1;
auto & gaps = model.getGaps();
Real gap(gaps.begin()[element.slave]);
auto & projections = model.getProjections();
Vector<Real> projection(projections.begin(surface_dimension)[element.slave]);
auto & nodal_areas = model.getNodalArea();
auto & nodal_area = nodal_areas.begin()[element.slave];
auto & normals = model.getNormals();
Vector<Real> normal(normals.begin(spatial_dimension)[element.slave]);
auto & tangents = model.getTangents();
Matrix<Real> covariant_basis(tangents.begin(surface_dimension,
spatial_dimension)[element.slave]);
auto & mesh = model.getMesh();
// construct A matrix
const ElementType & type = element.master.type;
UInt nb_nodes_per_element = mesh.getNbNodesPerElement(type);
Vector<Real> shapes(nb_nodes_per_element);
#define GET_SHAPE_NATURAL(type) \
ElementClass<type>::computeShapes(projection, shapes)
AKANTU_BOOST_ALL_ELEMENT_SWITCH(GET_SHAPE_NATURAL);
#undef GET_SHAPE_NATURAL
UInt nb_nodes_per_contact = element.getNbNodes();
Matrix<Real> A(spatial_dimension, spatial_dimension*nb_nodes_per_contact);
for (auto i : arange(nb_nodes_per_contact)) {
for (auto j : arange(spatial_dimension)) {
if (i == 0) {
A(j, i*spatial_dimension + j) = 1;
continue;
}
A(j, i*spatial_dimension + j) = -shapes[i-1];
}
}
// contruct the main part of normal matrix
Matrix<Real> k_main(nb_nodes_per_contact*spatial_dimension, nb_nodes_per_contact*spatial_dimension);
Matrix<Real> n_outer_n(spatial_dimension, spatial_dimension);
Matrix<Real> mat_n(normal.storage(), normal.size(), 1.);
n_outer_n.mul<false, true>(mat_n, mat_n);
Matrix<Real> tmp(spatial_dimension, spatial_dimension*nb_nodes_per_contact);
tmp.mul<false, false>(n_outer_n, A);
k_main.mul<true, false>(A, tmp);
k_main *= epsilon_n * heaviside(gap) * nodal_area;
stiffness += k_main;
}
/* -------------------------------------------------------------------------- */
/*void ResolutionPenalty::computeNormalModuli(const ContactElement & element,
Matrix<Real> & ddelta_g,
Vector<Real> & delta_g, Matrix<Real> & stiffness) {
// from Vlad
auto & gaps = model.getGaps();
auto & gap = gaps.begin()[element.slave];
auto & nodal_areas = model.getNodalArea();
auto & nodal_area = nodal_areas.begin()[element.slave];
Matrix<Real> tmp(delta_g.storage(), delta_g.size(), 1);
Matrix<Real> mat_delta_g(delta_g.size(), delta_g.size());
Real heaviside_gap = heaviside(gap);
mat_delta_g.mul<false, true>(tmp, tmp, heaviside_gap);
Real macaulay_gap = macaulay(gap);
ddelta_g *= macaulay_gap;
stiffness += mat_delta_g + ddelta_g;
stiffness *= epsilon_n * nodal_area;
}*/
/* -------------------------------------------------------------------------- */
void ResolutionPenalty::computeTangentialModuli(const ContactElement & /*element*/,
Matrix<Real> & /*ddelta_g*/,
Vector<Real> & /*delta_g*/,
Matrix<Real> & /*stiffness*/){
if (mu == 0)
return;
}
/* -------------------------------------------------------------------------- */
/*void ResolutionPenalty::computeNormalModuli(Matrix<Real> & ke,
Array<Real> & n_alpha,
Array<Real> & d_alpha,
Vector<Real> & n,
ContactElement & element) {
auto & gaps = model.getGaps();
auto & gap = gaps.begin()[element.slave];
Real tn = gap * epsilon_n;
tn = macaulay(tn);
Matrix<Real> n_mat(n.storage(), n.size(), 1);
ke.mul<false, true>(n_mat, n_mat);
ke *= epsilon_n * heaviside(gap);
for (auto && values : zip(make_view(n_alpha, n_alpha.size()),
make_view(d_alpha, d_alpha.size()))) {
auto & n_s = std::get<0>(values);
auto & d_s = std::get<1>(values);
Matrix<Real> ns_mat(n_s.storage(), n_s.size(), 1);
Matrix<Real> ds_mat(d_s.storage(), d_s.size(), 1);
Matrix<Real> tmp1(n_s.size(), n_s.size());
tmp1.mul<false, true>(ns_mat, ds_mat);
Matrix<Real> tmp2(n_s.size(), n_s.size());
tmp2.mul<false, true>(ds_mat, ns_mat);
ke -= (tmp1 + tmp2) * tn;
}
auto surface_dimension = spatial_dimension - 1;
Matrix<Real> m_alpha_beta(surface_dimension, surface_dimension);
ResolutionUtils::computeMetricTensor(m_alpha_beta, element.tangents);
for (auto && values :
zip(arange(surface_dimension), make_view(n_alpha, n_alpha.size()))) {
auto & s = std::get<0>(values);
auto & n_s = std::get<1>(values);
Matrix<Real> ns_mat(n_s.storage(), n_s.size(), 1);
for (auto && tuple :
zip(arange(surface_dimension), make_view(n_alpha, n_alpha.size()))) {
auto & t = std::get<0>(tuple);
auto & n_t = std::get<1>(tuple);
Matrix<Real> nt_mat(n_t.storage(), n_t.size(), 1);
Matrix<Real> tmp3(n_s.size(), n_s.size());
tmp3.mul<false, true>(ns_mat, nt_mat);
tmp3 *= m_alpha_beta(s, t) * tn * element.gap;
ke += tmp3;
}
}
}*/
/* -------------------------------------------------------------------------- */
void ResolutionPenalty::computeFrictionalModuli(
Matrix<Real> & /*ke*/, Array<Real> & t_alpha_beta,
Array<Real> & n_alpha_beta, Array<Real> & /*n_alpha*/,
Array<Real> & d_alpha, Matrix<Real> & phi, Vector<Real> & n,
ContactElement & element) {
/*auto k_common =
computeCommonModuli(t_alpha_beta, n_alpha_beta, d_alpha, n, element);
const auto & type = element.master.type;
const auto & conn = element.connectivity;
auto surface_dimension = Mesh::getSpatialDimension(type);
auto spatial_dimension = surface_dimension + 1;
Matrix<Real> m_alpha_beta(surface_dimension, surface_dimension);
ResolutionUtils::computeMetricTensor(m_alpha_beta, element.tangents);
Array<Real> g_alpha(conn.size() * spatial_dimension, surface_dimension);
ResolutionUtils::computeGalpha(g_alpha, t_alpha_beta, d_alpha, phi, element);*/
/*Matrix<Real> k_t;
bool stick = computeFrictionalTraction(m_alpha_beta, element);
if(stick)
k_t = computeStickModuli(g_alpha, d_alpha, m_alpha_beta);
else
k_t = computeSlipModuli(g_alpha, d_alpha, m_alpha_beta, element);*/
}
/* -------------------------------------------------------------------------- */
Array<Real> ResolutionPenalty::computeCommonModuli(
Array<Real> & /*t_alpha_beta*/, Array<Real> & /*n_alpha_beta*/,
Array<Real> & d_alpha, Vector<Real> & /*n*/, ContactElement & /*element*/) {
Array<Real> kt_alpha(spatial_dimension - 1, d_alpha.size() * d_alpha.size(),
"k_T_alpha");
// auto t_alpha_beta_size = t_alpha_beta.size() * (spatial_dimension - 1);
// auto & tangents = element.tangents;
/*for(auto && values :
zip(tangents.transpose(),
make_view(kt_alpha, kt_alpha.size()),
make_view(t_alpha_beta, t_alpha_beta_size),
make_view(n_alpha_beta, n_alpha_beta_size))) {
auto & tangent_s = std::get<0>(values);
auto & kt_s = std::get<1>(values);
auto & t_alpha_s = std::get<2>(values);
auto & n_alpha_s = std::get<3>(values);
Matrix<Real> kt_s_mat(kt_s.storage(), d_alpha.size(), d_alpha.size());
// loop over beta
for(auto && tuple :
zip(make_view(d_alpha, d_alpha.size()),
make_view(n_alpha_ ))) {
auto & d_s = std::get<0>(tuple);
Matrix<Real> tmp(d_s.size(), d_s.size());
// loop over gamma
for(auto && entry :
make_view(d_alpha, d_alpha.size())) {
auto & d_t = std::get<0>(entry);
// compute constant
Matrix<Real> tmp2(d_t.size(), d_t.size());
tmp2.mul<false, true>(d_s, d_t);
kt_s_mat += tmp2;
}
}
}*/
return kt_alpha;
}
/* -------------------------------------------------------------------------- */
Matrix<Real> ResolutionPenalty::computeStickModuli(
Array<Real> & g_alpha, Array<Real> & d_alpha, Matrix<Real> & m_alpha_beta) {
/*Matrix<Real> k_stick(d_alpha.size(), d_alpha.size());
for (auto && values :
zip(arange(d_alpha.getNbComponent()), make_view(d_alpha, d_alpha.size()),
make_view(g_alpha, g_alpha.size()))) {
auto & s = std::get<0>(values);
auto & d_s = std::get<1>(values);
auto & g_s = std::get<2>(values);
Matrix<Real> ds_mat(d_s.storage(), d_s.size(), 1);
Matrix<Real> gs_mat(g_s.storage(), g_s.size(), 1);
Matrix<Real> tmp1(d_s.size(), d_s.size());
tmp1.mul<false, true>(ds_mat, gs_mat);
k_stick += tmp1;
for (auto && tuple : enumerate(make_view(d_alpha, d_alpha.size()))) {
auto & t = std::get<0>(tuple);
auto & d_t = std::get<1>(tuple);
Matrix<Real> dt_mat(d_t.storage(), d_t.size(), 1);
Matrix<Real> tmp2(d_t.size(), d_t.size());
tmp2.mul<false, true>(ds_mat, dt_mat);
k_stick += tmp2 * m_alpha_beta(s, t);
}
}
k_stick *= epsilon_t;
return k_stick;*/
}
/* -------------------------------------------------------------------------- */
Matrix<Real> ResolutionPenalty::computeSlipModuli(
Array<Real> & /*g_alpha*/, Array<Real> & d_alpha,
Matrix<Real> & /*m_alpha_beta*/, ContactElement & /*element*/) {
/*Real tn = element.gap * epsilon;
tn = macaulay(tn);
Real factor;
factor = epsilon_t * mu * tn;
auto p_t = element.traction;
p_t /= p_t.norm();*/
Matrix<Real> k_slip(d_alpha.size(), d_alpha.size());
/*
// loop for alpha
for(auto && value :
make_view(d_alpha, d_alpha.size())) {
auto & d_s = std::get<0>(value);
// loop for beta
for(auto && tuple :
zip(arange(spatial_dimension - 1),
make_view(d_alpha, d_alpha.size()),
make_view(g_alpha, g_alpha.size()))) {
auto & beta = std::get<0>(tuple);
auto & d_beta = std::get<1>(tuple);
auto & g_beta = std::get<2>(tuple);
// loop for gamma
for(auto && entry :
zip(arange(spatial_dimension - 1),
make_view(d_alpha, d_alpha.size()))) {
auto & gamma = std::get<0>(entry);
auto & d_gamma = std::get<1>(entry);
}
}
}*/
return k_slip;
}
/* -------------------------------------------------------------------------- */
void ResolutionPenalty::beforeSolveStep() {
}
/* -------------------------------------------------------------------------- */
void ResolutionPenalty::afterSolveStep(bool converged) {
auto method = model.getAnalysisMethod();
if (method == _explicit_lumped_mass) {
return ;
}
auto & K =
const_cast<SparseMatrix &>(model.getDOFManager().getMatrix("K"));
auto k_min = K.min();
auto roundoff_error = 1e-17;
const auto blocked_dofs = model.getDOFManager().getBlockedDOFs("displacement");
Real nb_unknowns = 0;
for (auto & bld : make_view(blocked_dofs)) {
if (not bld)
nb_unknowns++;
}
auto max_epsilon_n = k_min / sqrt(nb_unknowns * roundoff_error);
if (epsilon_n > max_epsilon_n)
epsilon_n = max_epsilon_n;
}
INSTANTIATE_RESOLUTION(penalty, ResolutionPenalty);
} // namespace akantu
c4science · Help