2013-08-08 05:34:54 +08:00
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// ATC headers
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#include "NonLinearSolver.h"
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#include "LinearSolver.h"
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#include "ATC_Error.h"
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#include "LammpsInterface.h"
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2013-08-22 07:06:07 +08:00
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using std::stringstream;
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2013-08-08 05:34:54 +08:00
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namespace ATC {
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//===================================================================
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// TangentOperator
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//===================================================================
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//===================================================================
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// NonLinearSolver
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//===================================================================
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NonLinearSolver::NonLinearSolver(TangentOperator * f,
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const BC_SET * bcs, const int dof,
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bool parallel):
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f_(f),
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bcs_(bcs),
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dof_(dof),
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rNorm0P_(1.0),
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tol_(1.e-10),
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tolx_(1.e-8),
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tol0_(1.e-6),
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maxIterations_(20),
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parallel_(parallel)
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{
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}
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//--------------------------------------------------------------------
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double NonLinearSolver::residual_norm(VECTOR & r)
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{
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if (bcs_) {
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DENS_VEC R = r;
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BC_SET::const_iterator itr;
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for (itr = bcs_->begin(); itr != bcs_->end(); itr++) {
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int i = itr->first;
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R(i) = 0;
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}
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return R.norm();
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}
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else { return r.norm(); }
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}
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//--------------------------------------------------------------------
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bool NonLinearSolver::solve(VECTOR & x)
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{
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f_->function(x, r_);
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rNorm0_ = residual_norm(r_);
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if (rNorm0_ < tol_*rNorm0P_) { // if a "solution" does pass here rNorm0_ will be too small to allow for convergence
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return true; // note abs vs rel tol
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}
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if (rNorm0_ == 0.0) rNorm0_ = 1.0;
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if (rNorm0_ < tol0_ ) rNorm0_ = rNorm0P_;
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if (rNorm0P_ == 1.0) rNorm0P_ = rNorm0_;
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rNormP_ = rNorm0_;
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dx_.reset(r_.nRows()); // needs to be sized for linear solver
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// newton's method
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for (int iter = 0; iter < maxIterations_ ; iter++ ) {
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// compute tangent
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f_->tangent(x, r_, A_);
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rNorm_ = residual_norm(r_);
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rNorm_ /= rNorm0_;
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if (rNorm_ < tol_) {
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return true;
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}
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SPAR_MAT Asparse(A_);
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LinearSolver linearSolver(Asparse, LinearSolver::AUTO_SOLVE, parallel_);
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if (bcs_) {
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linearSolver.allow_reinitialization();
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linearSolver.initialize(bcs_);
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if (iter > 0) linearSolver.set_homogeneous_bcs();
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else { x.zero(); } // linear solve w/ bcs will replace guess
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}
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r_ *= -1;
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linearSolver.solve(dx_,r_);
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if (iter > 0 && rNorm_ > rNormP_) {
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bool descent = line_search(x);
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if (! descent ) {
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// return false;
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}
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}
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rNormP_ = rNorm_;
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x += dx_;
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}
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stringstream ss;
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ss << "WARNING NonLinearSolver: did not converge, iterations="<< maxIterations_ <<" error= " << rNorm_;
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ATC::LammpsInterface::instance()->print_msg_once(ss.str());
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return false;
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}
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//--------------------------------------------------------------------
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bool NonLinearSolver::line_search(VECTOR & x)
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{
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double rNormP = rNormP_;
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double dxnorm = dx_.norm();
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while ( dxnorm > tolx_) {
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dx_ *= 0.5; // bisection
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dxnorm = dx_.norm();
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f_->function(x+dx_,r_);
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rNorm_ = residual_norm(r_)/rNorm0_;
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if (rNorm_ < rNormP) return true;
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}
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return false; // no descent
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}
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} // end namespace ATC
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