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mfem/examples/ex11.cpp
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// MFEM Example 11 - Serial Version
//
// Compile with: make ex11
//
// Sample runs: ex11 -m ../data/square-disc.mesh
// ex11 -m ../data/star.mesh
// ex11 -m ../data/star-mixed.mesh
// ex11 -m ../data/periodic-annulus-sector.msh
// ex11 -m ../data/square-disc-p2.vtk -o 2
// ex11 -m ../data/square-disc-p3.mesh -o 3
// ex11 -m ../data/square-disc-nurbs.mesh -o -1
// ex11 -m ../data/disc-nurbs.mesh -o -1 -n 20
// ex11 -m ../data/star-surf.mesh
// ex11 -m ../data/square-disc-surf.mesh
// ex11 -m ../data/inline-segment.mesh
// ex11 -m ../data/inline-quad.mesh
// ex11 -m ../data/inline-tri.mesh
// ex11 -m ../data/amr-quad.mesh
// ex11 -m ../data/amr-hex.mesh
// ex11 -m ../data/mobius-strip.mesh -n 8
//
// Description: This example code demonstrates the use of MFEM to solve the
// eigenvalue problem -Delta u = lambda u with homogeneous
// Dirichlet boundary conditions.
//
// We compute a number of the lowest eigenmodes by discretizing
// the Laplacian and Mass operators using a FE space of the
// specified order, or an isoparametric/isogeometric space if
// order < 1 (quadratic for quadratic curvilinear mesh, NURBS for
// NURBS mesh, etc.)
//
// The example highlights the use of the ARPACK eigenvalue solver
// (regular inverse mode). Reusing a single GLVis visualization
// window for multiple eigenfunctions is also illustrated.
//
// We recommend viewing Example 1 before viewing this example.
#include "mfem.hpp"
#include <fstream>
#include <iostream>
using namespace std;
using namespace mfem;
#ifdef MFEM_USE_ARPACK
int main(int argc, char *argv[])
{
// 1. Parse command-line options.
const char *mesh_file = "../data/star.mesh";
int ser_ref_levels = 3;
int order = 1;
int nev = 5;
double dbc_eig = 1e3;
bool visualization = 1;
bool arp_solver = true;
OptionsParser args(argc, argv);
args.AddOption(&mesh_file, "-m", "--mesh",
"Mesh file to use.");
args.AddOption(&ser_ref_levels, "-rs", "--refine-serial",
"Number of times to refine the mesh uniformly in serial.");
args.AddOption(&order, "-o", "--order",
"Finite element order (polynomial degree) or -1 for"
" isoparametric space.");
args.AddOption(&nev, "-n", "--num-eigs",
"Number of desired eigenmodes.");
args.AddOption(&dbc_eig, "-d", "--dbc-eig",
"Eigenvalues associated with Dirichlet BC "
"(should be larger than the maximum desired eigenvalue).");
args.AddOption(&visualization, "-vis", "--visualization", "-no-vis",
"--no-visualization",
"Enable or disable GLVis visualization.");
args.Parse();
if (!args.Good())
{
args.PrintUsage(cout);
return 1;
}
args.PrintOptions(cout);
// 2. Read the (serial) mesh from the given mesh file on all processors. We
// can handle triangular, quadrilateral, tetrahedral, hexahedral, surface
// and volume meshes with the same code.
Mesh *mesh;
ifstream imesh(mesh_file);
if (!imesh)
{
cerr << "\nCan not open mesh file: " << mesh_file << '\n' << endl;
return 2;
}
mesh = new Mesh(imesh, 1, 1);
imesh.close();
int dim = mesh->Dimension();
// 3. Refine the serial mesh on all processors to increase the resolution. In
// this example we do 'ref_levels' of uniform refinement (2 by default, or
// specified on the command line with -rs).
for (int lev = 0; lev < ser_ref_levels; lev++)
{
mesh->UniformRefinement();
}
// 4. Define a finite element space on the mesh. Here we
// use continuous Lagrange finite elements of the specified order. If
// order < 1, we instead use an isoparametric/isogeometric space.
FiniteElementCollection *fec;
if (order > 0)
{
fec = new H1_FECollection(order, dim);
}
else if (mesh->GetNodes())
{
fec = mesh->GetNodes()->OwnFEC();
}
else
{
fec = new H1_FECollection(order = 1, dim);
}
FiniteElementSpace *fespace = new FiniteElementSpace(mesh, fec);
int size = fespace->GetVSize();
cout << "Number of unknowns: " << size << endl;
// 5. Set up the parallel bilinear forms a(.,.) and m(.,.) on the finite
// element space. The first corresponds to the Laplacian operator -Delta,
// while the second is a simple mass matrix needed on the right hand side
// of the generalized eigenvalue problem below. The boundary conditions
// are implemented by elimination with special values on the diagonal to
// shift the Dirichlet eigenvalues out of the computational range. After
// serial and parallel assembly we extract the corresponding parallel
// matrices A and M.
ConstantCoefficient one(1.0);
Array<int> ess_bdr;
if (mesh->bdr_attributes.Size())
{
ess_bdr.SetSize(mesh->bdr_attributes.Max());
ess_bdr = 1;
}
BilinearForm *a = new BilinearForm(fespace);
a->AddDomainIntegrator(new DiffusionIntegrator(one));
if (mesh->bdr_attributes.Size() == 0)
{
// Add a mass term if the mesh has no boundary, e.g. periodic mesh or
// closed surface.
a->AddDomainIntegrator(new MassIntegrator(one));
}
a->Assemble();
if (mesh->bdr_attributes.Size() != 0)
{
a->EliminateEssentialBCDiag(ess_bdr, dbc_eig);
}
a->Finalize();
BilinearForm *m = new BilinearForm(fespace);
m->AddDomainIntegrator(new MassIntegrator(one));
m->Assemble();
if (mesh->bdr_attributes.Size() != 0)
{
// shift the eigenvalue corresponding to eliminated dofs to a large value
m->EliminateEssentialBCDiag(ess_bdr, 1.0);
}
m->Finalize();
Solver * solver = NULL;
#ifndef MFEM_USE_SUITESPARSE
// 6. Define a simple symmetric Gauss-Seidel preconditioner and use it to
// solve the system A X = B with PCG.
cout << "Building CGSolver" << endl;
GSSmoother M(m->SpMat());
CGSolver * cg_solver = new CGSolver;
cg_solver->SetPreconditioner(M);
cg_solver->SetRelTol(1.0e-12);
solver = cg_solver;
#else
// 7. If MFEM was compiled with SuiteSparse, use UMFPACK to solve the system.
cout << "Building UMFPackSolver" << endl;
UMFPackSolver * umf_solver = new UMFPackSolver;
umf_solver->Control[UMFPACK_ORDERING] = UMFPACK_ORDERING_METIS;
solver = umf_solver;
#endif
solver->SetOperator(m->SpMat());
// 7. Define and configure the ARPACK eigensolver
SymGenEigensolver * eig_solver = NULL;
if (arp_solver)
{
// ArPackSymGen * arpack = new ArPackSymGen();
ArPackSAUPD * arpack = new ArPackSAUPD();
arpack->SetMode(2);
arpack->SetNumModes(nev);
arpack->SetMaxIter(400);
arpack->SetTol(1e-8);
arpack->SetPrintLevel(2);
arpack->SetSolver(*solver);
eig_solver = arpack;
}
eig_solver->SetOperators(*a, *m);
// 8. Compute the eigenmodes and extract the array of eigenvalues. Define a
// parallel grid function to represent each of the eigenmodes returned by
// the solver.
Array<double> eigenvalues;
eig_solver->Solve();
eig_solver->GetEigenvalues(eigenvalues);
cout << endl;
std::ios::fmtflags old_fmt = cout.flags();
cout.setf(std::ios::scientific);
std::streamsize old_prec = cout.precision(14);
for (int i=0; i<nev; i++)
{
cout << "Eigenvalue lambda " << eigenvalues[i] << endl;
}
cout.precision(old_prec);
cout.flags(old_fmt);
cout << endl;
GridFunction x(fespace);
// 9. Save the refined mesh and the modes in parallel. This output can be
// viewed later using GLVis: "glvis -np <np> -m mesh -g mode".
{
ostringstream mesh_name, mode_name;
mesh_name << "ex11.mesh";
ofstream mesh_ofs(mesh_name.str().c_str());
mesh_ofs.precision(8);
mesh->Print(mesh_ofs);
for (int i=0; i<nev; i++)
{
// convert eigenvector from Vector to GridFunction
x = eig_solver->GetEigenvector(i);
mode_name << "mode_" << setfill('0') << setw(2) << i;
ofstream mode_ofs(mode_name.str().c_str());
mode_ofs.precision(8);
x.Save(mode_ofs);
mode_name.str("");
}
}
// 10. Send the solution by socket to a GLVis server.
if (visualization)
{
char vishost[] = "localhost";
int visport = 19916;
socketstream mode_sock(vishost, visport);
mode_sock.precision(8);
for (int i=0; i<nev; i++)
{
cout << "Eigenmode " << i+1 << '/' << nev
<< ", Lambda = " << eigenvalues[i] << endl;
// convert eigenvector from Vector to GridFunction
x = eig_solver->GetEigenvector(i);
mode_sock << "solution\n" << *mesh << x << flush
<< "window_title 'Eigenmode " << i+1 << '/' << nev
<< ", Lambda = " << eigenvalues[i] << "'" << endl;
char c;
cout << "press (q)uit or (c)ontinue --> " << flush;
cin >> c;
if (c != 'c')
{
break;
}
}
mode_sock.close();
}
// 11. Free the used memory.
delete eig_solver;
delete solver;
delete m;
delete a;
delete fespace;
if (order > 0)
{
delete fec;
}
delete mesh;
return 0;
}
#endif // MFEM_USE_ARPACK