/* Fortran interface routine to initialize ARKode memory
structure; functions as an all-in-one interface to the C
routines ARKodeCreate, ARKodeSetUserData, ARKodeInit, and
ARKodeSStolerances (or ARKodeSVtolerances); see farkode.h
for further details */
void FARK_MALLOC(realtype *t0, realtype *y0, int *imex,
int *iatol, realtype *rtol, realtype *atol,
long int *iout, realtype *rout,
long int *ipar, realtype *rpar, int *ier) {
N_Vector Vatol;
FARKUserData ARK_userdata;
realtype reltol, abstol;
*ier = 0;
/* Check for required vector operations */
if(F2C_ARKODE_vec->ops->nvgetarraypointer == NULL) {
*ier = -1;
printf("Error: getarraypointer vector operation is not implemented.\n\n");
return;
}
if(F2C_ARKODE_vec->ops->nvsetarraypointer == NULL) {
*ier = -1;
printf("Error: setarraypointer vector operation is not implemented.\n\n");
return;
}
if(F2C_ARKODE_vec->ops->nvcloneempty == NULL) {
*ier = -1;
printf("Error: cloneempty vector operation is not implemented.\n\n");
return;
}
/* Initialize all pointers to NULL */
ARK_arkodemem = NULL;
Vatol = NULL;
/* initialize global constants to zero */
ARK_nrtfn = 0;
ARK_ls = 0;
ARK_mass_ls = 0;
/* Create ARKODE object */
ARK_arkodemem = ARKodeCreate();
if (ARK_arkodemem == NULL) {
*ier = -1;
return;
}
/* Set and attach user data */
ARK_userdata = NULL;
ARK_userdata = (FARKUserData) malloc(sizeof *ARK_userdata);
if (ARK_userdata == NULL) {
*ier = -1;
return;
}
ARK_userdata->rpar = rpar;
ARK_userdata->ipar = ipar;
*ier = ARKodeSetUserData(ARK_arkodemem, ARK_userdata);
if(*ier != ARK_SUCCESS) {
free(ARK_userdata); ARK_userdata = NULL;
*ier = -1;
return;
}
/* Set data in F2C_ARKODE_vec to y0 */
N_VSetArrayPointer(y0, F2C_ARKODE_vec);
/* Call ARKodeInit based on imex argument */
switch (*imex) {
case 0: /* purely implicit */
*ier = ARKodeInit(ARK_arkodemem, NULL, FARKfi,
*t0, F2C_ARKODE_vec);
break;
case 1: /* purely explicit */
*ier = ARKodeInit(ARK_arkodemem, FARKfe, NULL,
*t0, F2C_ARKODE_vec);
break;
case 2: /* imex */
*ier = ARKodeInit(ARK_arkodemem, FARKfe, FARKfi,
*t0, F2C_ARKODE_vec);
break;
}
/* Reset data pointers */
N_VSetArrayPointer(NULL, F2C_ARKODE_vec);
/* On failure, exit */
if(*ier != ARK_SUCCESS) {
free(ARK_userdata);
ARK_userdata = NULL;
*ier = -1;
return;
}
/* Set tolerances -- if <= 0, keep as defaults */
reltol=1.e-4;
abstol=1.e-9;
if (*rtol > 0.0) reltol = *rtol;
switch (*iatol) {
case 1:
if (*atol > 0.0) abstol = *atol;
*ier = ARKodeSStolerances(ARK_arkodemem, reltol, abstol);
break;
case 2:
Vatol = N_VCloneEmpty(F2C_ARKODE_vec);
if (Vatol == NULL) {
free(ARK_userdata);
ARK_userdata = NULL;
*ier = -1;
return;
}
N_VSetArrayPointer(atol, Vatol);
if (N_VMin(Vatol) <= 0.0) N_VConst(abstol, Vatol);
*ier = ARKodeSVtolerances(ARK_arkodemem, reltol, Vatol);
N_VDestroy(Vatol);
break;
}
/* On failure, exit */
if(*ier != ARK_SUCCESS) {
free(ARK_userdata);
ARK_userdata = NULL;
*ier = -1;
return;
}
/* store pointers to optional output arrays in global vars */
ARK_iout = iout;
ARK_rout = rout;
/* Store the unit roundoff in rout for user access */
ARK_rout[5] = UNIT_ROUNDOFF;
return;
}
void Arkode::initialize()
{
_properties = dynamic_cast<ISystemProperties*>(_system);
_continuous_system = dynamic_cast<IContinuous*>(_system);
_event_system = dynamic_cast<IEvent*>(_system);
_mixed_system = dynamic_cast<IMixedSystem*>(_system);
_time_system = dynamic_cast<ITime*>(_system);
IGlobalSettings* global_settings = dynamic_cast<ISolverSettings*>(_arkodesettings)->getGlobalSettings();
// Kennzeichnung, dass initialize()() (vor der Integration) aufgerufen wurde
_idid = 5000;
_tLastEvent = 0.0;
_event_n = 0;
SolverDefaultImplementation::initialize();
_dimSys = _continuous_system->getDimContinuousStates();
_dimZeroFunc = _event_system->getDimZeroFunc();
if (_dimSys == 0)
_dimSys = 1; // introduce dummy state
if (_dimSys <= 0)
{
_idid = -1;
throw ModelicaSimulationError(SOLVER,"Cvode::initialize()");
}
else
{
// Allocate state vectors, stages and temporary arrays
if (_z)
delete[] _z;
if (_zInit)
delete[] _zInit;
if (_zWrite)
delete[] _zWrite;
if (_zeroSign)
delete[] _zeroSign;
if (_absTol)
delete[] _absTol;
if(_delta)
delete [] _delta;
if(_deltaInv)
delete [] _deltaInv;
if(_ysave)
delete [] _ysave;
_z = new double[_dimSys];
_zInit = new double[_dimSys];
_zWrite = new double[_dimSys];
_zeroSign = new int[_dimZeroFunc];
_absTol = new double[_dimSys];
_delta =new double[_dimSys];
_deltaInv =new double[_dimSys];
_ysave =new double[_dimSys];
memset(_z, 0, _dimSys * sizeof(double));
memset(_zInit, 0, _dimSys * sizeof(double));
memset(_ysave, 0, _dimSys * sizeof(double));
// Counter initialisieren
_outStps = 0;
if (_arkodesettings->getDenseOutput())
{
// Ausgabeschrittweite
_hOut = global_settings->gethOutput();
}
// Allocate memory for the solver //arkodeCreate
_arkodeMem = ARKodeCreate();
/*
if (check_flag((void*) _cvodeMem, "CVodeCreate", 0))
{
_idid = -5;
throw ModelicaSimulationError(SOLVER,"Cvode::initialize()");
}
*/
//
// Make Cvode ready for integration
//
// Set initial values for CVODE
_continuous_system->evaluateAll(IContinuous::CONTINUOUS);
_continuous_system->getContinuousStates(_zInit);
memcpy(_z, _zInit, _dimSys * sizeof(double));
// Get nominal values
_absTol[0] = 1.0; // in case of dummy state
_continuous_system->getNominalStates(_absTol);
for (int i = 0; i < _dimSys; i++)
_absTol[i] *= dynamic_cast<ISolverSettings*>(_arkodesettings)->getATol();
_ARK_y0 = N_VMake_Serial(_dimSys, _zInit);
_ARK_y = N_VMake_Serial(_dimSys, _z);
_ARK_yWrite = N_VMake_Serial(_dimSys, _zWrite);
_ARK_absTol = N_VMake_Serial(_dimSys, _absTol);
/*
if (check_flag((void*) _CV_y0, "N_VMake_Serial", 0))
{
_idid = -5;
throw ModelicaSimulationError(SOLVER,"Cvode::initialize()");
}
*/
// Initialize Cvode (Initial values are required)
_idid = ARKodeInit(_arkodeMem, NULL, ARK_fCallback, _tCurrent, _ARK_y0);
if (_idid < 0)
{
_idid = -5;
throw ModelicaSimulationError(SOLVER,"Cvode::initialize()");
}
// Set Tolerances
_idid = ARKodeSVtolerances(_arkodeMem, dynamic_cast<ISolverSettings*>(_arkodesettings)->getRTol(), _ARK_absTol); // RTOL and ATOL
if (_idid < 0)
throw ModelicaSimulationError(SOLVER,"CVode::initialize()");
// Set the pointer to user-defined data
_idid = ARKodeSetUserData(_arkodeMem, _data);
if (_idid < 0)
throw ModelicaSimulationError(SOLVER,"Cvode::initialize()");
_idid = ARKodeSetInitStep(_arkodeMem, 1e-6); // INITIAL STEPSIZE
if (_idid < 0)
throw ModelicaSimulationError(SOLVER,"Cvode::initialize()");
_idid = ARKodeSetMaxConvFails(_arkodeMem, 100); // Maximale Fehler im Konvergenztest
if (_idid < 0)
throw ModelicaSimulationError(SOLVER,"CVoder::initialize()");
_idid = ARKodeSetMinStep(_arkodeMem, dynamic_cast<ISolverSettings*>(_arkodesettings)->getLowerLimit()); // MINIMUM STEPSIZE
if (_idid < 0)
throw ModelicaSimulationError(SOLVER,"CVode::initialize()");
_idid = ARKodeSetMaxStep(_arkodeMem, global_settings->getEndTime() / 10.0); // MAXIMUM STEPSIZE
if (_idid < 0)
throw ModelicaSimulationError(SOLVER,"CVode::initialize()");
_idid = ARKodeSetMaxNonlinIters(_arkodeMem, 5); // Max number of iterations
if (_idid < 0)
throw ModelicaSimulationError(SOLVER,"CVode::initialize()");
_idid = ARKodeSetMaxErrTestFails(_arkodeMem, 100);
if (_idid < 0)
throw ModelicaSimulationError(SOLVER,"CVode::initialize()");
_idid = ARKodeSetMaxNumSteps(_arkodeMem, 1000); // Max Number of steps
if (_idid < 0)
throw ModelicaSimulationError(SOLVER,"Cvode::initialize()");
// Initialize linear solver
/*
#ifdef USE_SUNDIALS_LAPACK
_idid = CVLapackDense(_cvodeMem, _dimSys);
#else
*/
_idid = ARKDense(_arkodeMem, _dimSys);
/*
#endif
*/
if (_idid < 0)
throw ModelicaSimulationError(SOLVER,"Cvode::initialize()");
// Use own jacobian matrix
// Check if Colored Jacobians are worth to use
if (_idid < 0)
throw ModelicaSimulationError(SOLVER,"ARKode::initialize()");
if (_dimZeroFunc)
{
_idid = ARKodeRootInit(_arkodeMem, _dimZeroFunc, &ARK_ZerofCallback);
memset(_zeroSign, 0, _dimZeroFunc * sizeof(int));
_idid = ARKodeSetRootDirection(_arkodeMem, _zeroSign);
if (_idid < 0)
throw ModelicaSimulationError(SOLVER,"CVode::initialize()");
memset(_zeroSign, -1, _dimZeroFunc * sizeof(int));
memset(_zeroVal, -1, _dimZeroFunc * sizeof(int));
}
_arkode_initialized = true;
//
// CVODE is ready for integration
//
// BOOST_LOG_SEV(cvode_lg::get(), cvode_info) << "CVode initialized";
}
}
/***************************** Main Program ******************************/
int main(int argc, char *argv[])
{
realtype abstol, reltol, t, tout;
N_Vector u;
UserData data;
void *arkode_mem;
int iout, flag;
MPI_Comm comm;
HYPRE_Int local_N, npes, my_pe;
HYPRE_ParVector Upar; /* Declare HYPRE parallel vector */
HYPRE_IJVector Uij; /* Declare "IJ" interface to HYPRE vector */
u = NULL;
data = NULL;
arkode_mem = NULL;
/* Set problem size neq */
/* neq = NVARS*MX*MY; */
/* Get processor number and total number of pe's */
MPI_Init(&argc, &argv);
comm = MPI_COMM_WORLD;
MPI_Comm_size(comm, &npes);
MPI_Comm_rank(comm, &my_pe);
if (npes != NPEX*NPEY) {
if (my_pe == 0)
fprintf(stderr, "\nMPI_ERROR(0): npes = %d is not equal to NPEX*NPEY = %d\n\n",
npes,NPEX*NPEY);
MPI_Finalize();
return(1);
}
/* Set local length */
local_N = NVARS*MXSUB*MYSUB;
/* Allocate hypre vector */
HYPRE_IJVectorCreate(comm, my_pe*local_N, (my_pe + 1)*local_N - 1, &Uij);
HYPRE_IJVectorSetObjectType(Uij, HYPRE_PARCSR);
HYPRE_IJVectorInitialize(Uij);
/* Allocate and load user data block; allocate preconditioner block */
data = (UserData) malloc(sizeof *data);
if (check_flag((void *)data, "malloc", 2, my_pe)) MPI_Abort(comm, 1);
InitUserData(my_pe, comm, data);
/* Set initial values and allocate u */
SetInitialProfiles(Uij, data, local_N, my_pe*local_N);
HYPRE_IJVectorAssemble(Uij);
HYPRE_IJVectorGetObject(Uij, (void**) &Upar);
u = N_VMake_ParHyp(Upar); /* Create wrapper u around hypre vector */
if (check_flag((void *)u, "N_VNew", 0, my_pe)) MPI_Abort(comm, 1);
/* Set tolerances */
abstol = ATOL; reltol = RTOL;
/* Call ARKodeCreate to create the solver memory */
arkode_mem = ARKodeCreate();
if (check_flag((void *)arkode_mem, "ARKodeCreate", 0, my_pe)) MPI_Abort(comm, 1);
/* Set the pointer to user-defined data */
flag = ARKodeSetUserData(arkode_mem, data);
if (check_flag(&flag, "ARKodeSetUserData", 1, my_pe)) MPI_Abort(comm, 1);
/* Call ARKodeInit to initialize the integrator memory and specify the
user's right hand side functions in u'=fe(t,u)+fi(t,u) [here fe is NULL],
the inital time T0, and the initial dependent variable vector u. */
flag = ARKodeInit(arkode_mem, NULL, f, T0, u);
if(check_flag(&flag, "ARKodeInit", 1, my_pe)) return(1);
/* Call ARKodeSetMaxNumSteps to increase default */
flag = ARKodeSetMaxNumSteps(arkode_mem, 1000000);
if (check_flag(&flag, "ARKodeSetMaxNumSteps", 1, my_pe)) return(1);
/* Call ARKodeSStolerances to specify the scalar relative tolerance
and scalar absolute tolerances */
flag = ARKodeSStolerances(arkode_mem, reltol, abstol);
if (check_flag(&flag, "ARKodeSStolerances", 1, my_pe)) return(1);
/* Call ARKSpgmr to specify the linear solver ARKSPGMR
with left preconditioning and the default Krylov dimension maxl */
flag = ARKSpgmr(arkode_mem, PREC_LEFT, 0);
if (check_flag(&flag, "ARKSpgmr", 1, my_pe)) MPI_Abort(comm, 1);
/* Set preconditioner setup and solve routines Precond and PSolve,
and the pointer to the user-defined block data */
flag = ARKSpilsSetPreconditioner(arkode_mem, Precond, PSolve);
if (check_flag(&flag, "ARKSpilsSetPreconditioner", 1, my_pe)) MPI_Abort(comm, 1);
if (my_pe == 0)
printf("\n2-species diurnal advection-diffusion problem\n\n");
/* In loop over output points, call ARKode, print results, test for error */
for (iout=1, tout=TWOHR; iout<=NOUT; iout++, tout+=TWOHR) {
flag = ARKode(arkode_mem, tout, u, &t, ARK_NORMAL);
if (check_flag(&flag, "ARKode", 1, my_pe)) break;
PrintOutput(arkode_mem, my_pe, comm, u, t);
}
/* Print final statistics */
if (my_pe == 0) PrintFinalStats(arkode_mem);
/* Free memory */
N_VDestroy(u); /* Free hypre vector wrapper */
HYPRE_IJVectorDestroy(Uij); /* Free the underlying hypre vector */
FreeUserData(data);
ARKodeFree(&arkode_mem);
MPI_Finalize();
return(0);
}
/* Main Program */
int main()
{
/* general problem parameters */
realtype T0 = RCONST(0.0); /* initial time */
realtype Tf = RCONST(10.0); /* final time */
realtype dTout = RCONST(1.0); /* time between outputs */
long int NEQ = 3; /* number of dependent vars. */
int Nt = ceil(Tf/dTout); /* number of output times */
int test = 2; /* test problem to run */
realtype reltol = 1.0e-6; /* tolerances */
realtype abstol = 1.0e-10;
realtype a, b, ep, u0, v0, w0;
/* general problem variables */
int flag; /* reusable error-checking flag */
N_Vector y = NULL; /* empty vector for storing solution */
void *arkode_mem = NULL; /* empty ARKode memory structure */
realtype rdata[3];
FILE *UFID;
realtype t, tout;
int iout;
long int nst, nst_a, nfe, nfi, nsetups, nje, nfeLS, nni, ncfn, netf;
/* set up the test problem according to the desired test */
if (test == 1) {
u0 = RCONST(3.9);
v0 = RCONST(1.1);
w0 = RCONST(2.8);
a = RCONST(1.2);
b = RCONST(2.5);
ep = RCONST(1.0e-5);
} else if (test == 3) {
u0 = RCONST(3.0);
v0 = RCONST(3.0);
w0 = RCONST(3.5);
a = RCONST(0.5);
b = RCONST(3.0);
ep = RCONST(5.0e-4);
} else {
u0 = RCONST(1.2);
v0 = RCONST(3.1);
w0 = RCONST(3.0);
a = RCONST(1.0);
b = RCONST(3.5);
ep = RCONST(5.0e-6);
}
/* Initial problem output */
printf("\nBrusselator ODE test problem:\n");
printf(" initial conditions: u0 = %g, v0 = %g, w0 = %g\n",u0,v0,w0);
printf(" problem parameters: a = %g, b = %g, ep = %g\n",a,b,ep);
printf(" reltol = %.1e, abstol = %.1e\n\n",reltol,abstol);
/* Initialize data structures */
rdata[0] = a; /* set user data */
rdata[1] = b;
rdata[2] = ep;
y = N_VNew_Serial(NEQ); /* Create serial vector for solution */
if (check_flag((void *)y, "N_VNew_Serial", 0)) return 1;
NV_Ith_S(y,0) = u0; /* Set initial conditions */
NV_Ith_S(y,1) = v0;
NV_Ith_S(y,2) = w0;
arkode_mem = ARKodeCreate(); /* Create the solver memory */
if (check_flag((void *)arkode_mem, "ARKodeCreate", 0)) return 1;
/* Call ARKodeInit to initialize the integrator memory and specify the
hand-side side function in y'=f(t,y), the inital time T0, and
the initial dependent variable vector y. Note: since this
problem is fully implicit, we set f_E to NULL and f_I to f. */
flag = ARKodeInit(arkode_mem, NULL, f, T0, y);
if (check_flag(&flag, "ARKodeInit", 1)) return 1;
/* Set routines */
flag = ARKodeSetUserData(arkode_mem, (void *) rdata); /* Pass rdata to user functions */
if (check_flag(&flag, "ARKodeSetUserData", 1)) return 1;
flag = ARKodeSStolerances(arkode_mem, reltol, abstol); /* Specify tolerances */
if (check_flag(&flag, "ARKodeSStolerances", 1)) return 1;
/* Linear solver specification */
flag = ARKDense(arkode_mem, NEQ); /* Specify dense linear solver */
if (check_flag(&flag, "ARKDense", 1)) return 1;
flag = ARKDlsSetDenseJacFn(arkode_mem, Jac); /* Set Jacobian routine */
if (check_flag(&flag, "ARKDlsSetDenseJacFn", 1)) return 1;
/* Open output stream for results, output comment line */
UFID = fopen("solution.txt","w");
fprintf(UFID,"# t u v w\n");
/* output initial condition to disk */
fprintf(UFID," %.16e %.16e %.16e %.16e\n",
T0, NV_Ith_S(y,0), NV_Ith_S(y,1), NV_Ith_S(y,2));
/* Main time-stepping loop: calls ARKode to perform the integration, then
prints results. Stops when the final time has been reached */
t = T0;
tout = T0+dTout;
printf(" t u v w\n");
printf(" -------------------------------------------\n");
for (iout=0; iout<Nt; iout++) {
flag = ARKode(arkode_mem, tout, y, &t, ARK_NORMAL); /* call integrator */
if (check_flag(&flag, "ARKode", 1)) break;
printf(" %10.6f %10.6f %10.6f %10.6f\n", /* access/print solution */
t, NV_Ith_S(y,0), NV_Ith_S(y,1), NV_Ith_S(y,2));
fprintf(UFID," %.16e %.16e %.16e %.16e\n",
t, NV_Ith_S(y,0), NV_Ith_S(y,1), NV_Ith_S(y,2));
if (flag >= 0) { /* successful solve: update time */
tout += dTout;
tout = (tout > Tf) ? Tf : tout;
} else { /* unsuccessful solve: break */
fprintf(stderr,"Solver failure, stopping integration\n");
break;
}
}
printf(" -------------------------------------------\n");
fclose(UFID);
/* Print some final statistics */
flag = ARKodeGetNumSteps(arkode_mem, &nst);
check_flag(&flag, "ARKodeGetNumSteps", 1);
flag = ARKodeGetNumStepAttempts(arkode_mem, &nst_a);
check_flag(&flag, "ARKodeGetNumStepAttempts", 1);
flag = ARKodeGetNumRhsEvals(arkode_mem, &nfe, &nfi);
check_flag(&flag, "ARKodeGetNumRhsEvals", 1);
flag = ARKodeGetNumLinSolvSetups(arkode_mem, &nsetups);
check_flag(&flag, "ARKodeGetNumLinSolvSetups", 1);
flag = ARKodeGetNumErrTestFails(arkode_mem, &netf);
check_flag(&flag, "ARKodeGetNumErrTestFails", 1);
flag = ARKodeGetNumNonlinSolvIters(arkode_mem, &nni);
check_flag(&flag, "ARKodeGetNumNonlinSolvIters", 1);
flag = ARKodeGetNumNonlinSolvConvFails(arkode_mem, &ncfn);
check_flag(&flag, "ARKodeGetNumNonlinSolvConvFails", 1);
flag = ARKDlsGetNumJacEvals(arkode_mem, &nje);
check_flag(&flag, "ARKDlsGetNumJacEvals", 1);
flag = ARKDlsGetNumRhsEvals(arkode_mem, &nfeLS);
check_flag(&flag, "ARKDlsGetNumRhsEvals", 1);
printf("\nFinal Solver Statistics:\n");
printf(" Internal solver steps = %li (attempted = %li)\n", nst, nst_a);
printf(" Total RHS evals: Fe = %li, Fi = %li\n", nfe, nfi);
printf(" Total linear solver setups = %li\n", nsetups);
printf(" Total RHS evals for setting up the linear system = %li\n", nfeLS);
printf(" Total number of Jacobian evaluations = %li\n", nje);
printf(" Total number of Newton iterations = %li\n", nni);
printf(" Total number of linear solver convergence failures = %li\n", ncfn);
printf(" Total number of error test failures = %li\n\n", netf);
/* Clean up and return with successful completion */
N_VDestroy_Serial(y); /* Free y vector */
ARKodeFree(&arkode_mem); /* Free integrator memory */
return 0;
}
int main()
{
realtype abstol=ATOL, reltol=RTOL, t, tout;
N_Vector c;
WebData wdata;
void *arkode_mem;
booleantype firstrun;
int jpre, gstype, flag;
int ns, mxns, iout;
c = NULL;
wdata = NULL;
arkode_mem = NULL;
/* Initializations */
c = N_VNew_Serial(NEQ);
if(check_flag((void *)c, "N_VNew_Serial", 0)) return(1);
wdata = AllocUserData();
if(check_flag((void *)wdata, "AllocUserData", 2)) return(1);
InitUserData(wdata);
ns = wdata->ns;
mxns = wdata->mxns;
/* Print problem description */
PrintIntro();
/* Loop over jpre and gstype (four cases) */
for (jpre = PREC_LEFT; jpre <= PREC_RIGHT; jpre++) {
for (gstype = MODIFIED_GS; gstype <= CLASSICAL_GS; gstype++) {
/* Initialize c and print heading */
CInit(c, wdata);
PrintHeader(jpre, gstype);
/* Call ARKodeInit or ARKodeReInit, then ARKSpgmr to set up problem */
firstrun = (jpre == PREC_LEFT) && (gstype == MODIFIED_GS);
if (firstrun) {
arkode_mem = ARKodeCreate();
if(check_flag((void *)arkode_mem, "ARKodeCreate", 0)) return(1);
wdata->arkode_mem = arkode_mem;
flag = ARKodeSetUserData(arkode_mem, wdata);
if(check_flag(&flag, "ARKodeSetUserData", 1)) return(1);
flag = ARKodeInit(arkode_mem, NULL, f, T0, c);
if(check_flag(&flag, "ARKodeInit", 1)) return(1);
flag = ARKodeSStolerances(arkode_mem, reltol, abstol);
if (check_flag(&flag, "ARKodeSStolerances", 1)) return(1);
flag = ARKodeSetMaxNumSteps(arkode_mem, 1000);
if (check_flag(&flag, "ARKodeSetMaxNumSteps", 1)) return(1);
flag = ARKodeSetNonlinConvCoef(arkode_mem, 1.e-3);
if (check_flag(&flag, "ARKodeSetNonlinConvCoef", 1)) return(1);
flag = ARKSpgmr(arkode_mem, jpre, MAXL);
if(check_flag(&flag, "ARKSpgmr", 1)) return(1);
flag = ARKSpilsSetGSType(arkode_mem, gstype);
if(check_flag(&flag, "ARKSpilsSetGSType", 1)) return(1);
flag = ARKSpilsSetEpsLin(arkode_mem, DELT);
if(check_flag(&flag, "ARKSpilsSetEpsLin", 1)) return(1);
flag = ARKSpilsSetPreconditioner(arkode_mem, Precond, PSolve);
if(check_flag(&flag, "ARKSpilsSetPreconditioner", 1)) return(1);
} else {
flag = ARKodeReInit(arkode_mem, NULL, f, T0, c);
if(check_flag(&flag, "ARKodeReInit", 1)) return(1);
flag = ARKSpilsSetPrecType(arkode_mem, jpre);
check_flag(&flag, "ARKSpilsSetPrecType", 1);
flag = ARKSpilsSetGSType(arkode_mem, gstype);
if(check_flag(&flag, "ARKSpilsSetGSType", 1)) return(1);
}
/* Print initial values */
if (firstrun) PrintAllSpecies(c, ns, mxns, T0);
/* Loop over output points, call ARKode, print sample solution values. */
tout = T1;
for (iout = 1; iout <= NOUT; iout++) {
flag = ARKode(arkode_mem, tout, c, &t, ARK_NORMAL);
PrintOutput(arkode_mem, t);
if (firstrun && (iout % 3 == 0)) PrintAllSpecies(c, ns, mxns, t);
if(check_flag(&flag, "ARKode", 1)) break;
if (tout > RCONST(0.9)) tout += DTOUT; else tout *= TOUT_MULT;
}
/* Print final statistics, and loop for next case */
PrintFinalStats(arkode_mem);
}
}
/* Free all memory */
ARKodeFree(&arkode_mem);
N_VDestroy_Serial(c);
FreeUserData(wdata);
return(0);
}
/* Main Program */
int main()
{
/* general problem parameters */
realtype T0 = RCONST(0.0); /* initial time */
realtype Tf = RCONST(10.0); /* final time */
int Nt = 100; /* total number of output times */
int Nvar = 3; /* number of solution fields */
UserData udata = NULL;
realtype *data;
long int N = 201; /* spatial mesh size */
realtype a = 0.6; /* problem parameters */
realtype b = 2.0;
realtype du = 0.025;
realtype dv = 0.025;
realtype dw = 0.025;
realtype ep = 1.0e-5; /* stiffness parameter */
realtype reltol = 1.0e-6; /* tolerances */
realtype abstol = 1.0e-10;
long int NEQ, i;
/* general problem variables */
int flag; /* reusable error-checking flag */
N_Vector y = NULL; /* empty vector for storing solution */
N_Vector umask = NULL; /* empty mask vectors for viewing solution components */
N_Vector vmask = NULL;
N_Vector wmask = NULL;
void *arkode_mem = NULL; /* empty ARKode memory structure */
realtype pi, t, dTout, tout, u, v, w;
FILE *FID, *UFID, *VFID, *WFID;
int iout;
long int nst, nst_a, nfe, nfi, nsetups, nje, nfeLS, nni, ncfn, netf;
/* allocate udata structure */
udata = (UserData) malloc(sizeof(*udata));
if (check_flag((void *) udata, "malloc", 2)) return 1;
/* store the inputs in the UserData structure */
udata->N = N;
udata->a = a;
udata->b = b;
udata->du = du;
udata->dv = dv;
udata->dw = dw;
udata->ep = ep;
/* set total allocated vector length */
NEQ = Nvar*udata->N;
/* Initial problem output */
printf("\n1D Brusselator PDE test problem:\n");
printf(" N = %li, NEQ = %li\n", udata->N, NEQ);
printf(" problem parameters: a = %g, b = %g, ep = %g\n",
udata->a, udata->b, udata->ep);
printf(" diffusion coefficients: du = %g, dv = %g, dw = %g\n",
udata->du, udata->dv, udata->dw);
printf(" reltol = %.1e, abstol = %.1e\n\n", reltol, abstol);
/* Initialize data structures */
y = N_VNew_Serial(NEQ); /* Create serial vector for solution */
if (check_flag((void *)y, "N_VNew_Serial", 0)) return 1;
udata->dx = RCONST(1.0)/(N-1); /* set spatial mesh spacing */
data = N_VGetArrayPointer(y); /* Access data array for new NVector y */
if (check_flag((void *)data, "N_VGetArrayPointer", 0)) return 1;
umask = N_VNew_Serial(NEQ); /* Create serial vector masks */
if (check_flag((void *)umask, "N_VNew_Serial", 0)) return 1;
vmask = N_VNew_Serial(NEQ);
if (check_flag((void *)vmask, "N_VNew_Serial", 0)) return 1;
wmask = N_VNew_Serial(NEQ);
if (check_flag((void *)wmask, "N_VNew_Serial", 0)) return 1;
/* Set initial conditions into y */
pi = RCONST(4.0)*atan(RCONST(1.0));
for (i=0; i<N; i++) {
data[IDX(i,0)] = a + RCONST(0.1)*sin(pi*i*udata->dx); /* u */
data[IDX(i,1)] = b/a + RCONST(0.1)*sin(pi*i*udata->dx); /* v */
data[IDX(i,2)] = b + RCONST(0.1)*sin(pi*i*udata->dx); /* w */
}
/* Set mask array values for each solution component */
N_VConst(0.0, umask);
data = N_VGetArrayPointer(umask);
if (check_flag((void *)data, "N_VGetArrayPointer", 0)) return 1;
for (i=0; i<N; i++) data[IDX(i,0)] = RCONST(1.0);
N_VConst(0.0, vmask);
data = N_VGetArrayPointer(vmask);
if (check_flag((void *)data, "N_VGetArrayPointer", 0)) return 1;
for (i=0; i<N; i++) data[IDX(i,1)] = RCONST(1.0);
N_VConst(0.0, wmask);
data = N_VGetArrayPointer(wmask);
if (check_flag((void *)data, "N_VGetArrayPointer", 0)) return 1;
for (i=0; i<N; i++) data[IDX(i,2)] = RCONST(1.0);
/* Create the solver memory */
arkode_mem = ARKodeCreate();
if (check_flag((void *)arkode_mem, "ARKodeCreate", 0)) return 1;
/* Call ARKodeInit to initialize the integrator memory and specify the
right-hand side function in y'=f(t,y), the inital time T0, and
the initial dependent variable vector y. Note: since this
problem is fully implicit, we set f_E to NULL and f_I to f. */
flag = ARKodeInit(arkode_mem, NULL, f, T0, y);
if (check_flag(&flag, "ARKodeInit", 1)) return 1;
/* Set routines */
flag = ARKodeSetUserData(arkode_mem, (void *) udata); /* Pass udata to user functions */
if (check_flag(&flag, "ARKodeSetUserData", 1)) return 1;
flag = ARKodeSStolerances(arkode_mem, reltol, abstol); /* Specify tolerances */
if (check_flag(&flag, "ARKodeSStolerances", 1)) return 1;
/* Linear solver specification */
flag = ARKBand(arkode_mem, NEQ, 4, 4); /* Specify the band linear solver */
if (check_flag(&flag, "ARKBand", 1)) return 1;
flag = ARKDlsSetBandJacFn(arkode_mem, Jac); /* Set the Jacobian routine */
if (check_flag(&flag, "ARKDlsSetBandJacFn", 1)) return 1;
/* output spatial mesh to disk */
FID = fopen("bruss_mesh.txt","w");
for (i=0; i<N; i++) fprintf(FID," %.16e\n", udata->dx*i);
fclose(FID);
/* Open output streams for results, access data array */
UFID=fopen("bruss_u.txt","w");
VFID=fopen("bruss_v.txt","w");
WFID=fopen("bruss_w.txt","w");
/* output initial condition to disk */
data = N_VGetArrayPointer(y);
if (check_flag((void *)data, "N_VGetArrayPointer", 0)) return 1;
for (i=0; i<N; i++) fprintf(UFID," %.16e", data[IDX(i,0)]);
for (i=0; i<N; i++) fprintf(VFID," %.16e", data[IDX(i,1)]);
for (i=0; i<N; i++) fprintf(WFID," %.16e", data[IDX(i,2)]);
fprintf(UFID,"\n");
fprintf(VFID,"\n");
fprintf(WFID,"\n");
/* Main time-stepping loop: calls ARKode to perform the integration, then
prints results. Stops when the final time has been reached */
t = T0;
dTout = (Tf-T0)/Nt;
tout = T0+dTout;
printf(" t ||u||_rms ||v||_rms ||w||_rms\n");
printf(" ----------------------------------------------\n");
for (iout=0; iout<Nt; iout++) {
flag = ARKode(arkode_mem, tout, y, &t, ARK_NORMAL); /* call integrator */
if (check_flag(&flag, "ARKode", 1)) break;
u = N_VWL2Norm(y,umask); /* access/print solution statistics */
u = SUNRsqrt(u*u/N);
v = N_VWL2Norm(y,vmask);
v = SUNRsqrt(v*v/N);
w = N_VWL2Norm(y,wmask);
w = SUNRsqrt(w*w/N);
printf(" %10.6f %10.6f %10.6f %10.6f\n", t, u, v, w);
if (flag >= 0) { /* successful solve: update output time */
tout += dTout;
tout = (tout > Tf) ? Tf : tout;
} else { /* unsuccessful solve: break */
fprintf(stderr,"Solver failure, stopping integration\n");
break;
}
/* output results to disk */
for (i=0; i<N; i++) fprintf(UFID," %.16e", data[IDX(i,0)]);
for (i=0; i<N; i++) fprintf(VFID," %.16e", data[IDX(i,1)]);
for (i=0; i<N; i++) fprintf(WFID," %.16e", data[IDX(i,2)]);
fprintf(UFID,"\n");
fprintf(VFID,"\n");
fprintf(WFID,"\n");
}
printf(" ----------------------------------------------\n");
fclose(UFID);
fclose(VFID);
fclose(WFID);
/* Print some final statistics */
flag = ARKodeGetNumSteps(arkode_mem, &nst);
check_flag(&flag, "ARKodeGetNumSteps", 1);
flag = ARKodeGetNumStepAttempts(arkode_mem, &nst_a);
check_flag(&flag, "ARKodeGetNumStepAttempts", 1);
flag = ARKodeGetNumRhsEvals(arkode_mem, &nfe, &nfi);
check_flag(&flag, "ARKodeGetNumRhsEvals", 1);
flag = ARKodeGetNumLinSolvSetups(arkode_mem, &nsetups);
check_flag(&flag, "ARKodeGetNumLinSolvSetups", 1);
flag = ARKodeGetNumErrTestFails(arkode_mem, &netf);
check_flag(&flag, "ARKodeGetNumErrTestFails", 1);
flag = ARKodeGetNumNonlinSolvIters(arkode_mem, &nni);
check_flag(&flag, "ARKodeGetNumNonlinSolvIters", 1);
flag = ARKodeGetNumNonlinSolvConvFails(arkode_mem, &ncfn);
check_flag(&flag, "ARKodeGetNumNonlinSolvConvFails", 1);
flag = ARKDlsGetNumJacEvals(arkode_mem, &nje);
check_flag(&flag, "ARKDlsGetNumJacEvals", 1);
flag = ARKDlsGetNumRhsEvals(arkode_mem, &nfeLS);
check_flag(&flag, "ARKDlsGetNumRhsEvals", 1);
printf("\nFinal Solver Statistics:\n");
printf(" Internal solver steps = %li (attempted = %li)\n", nst, nst_a);
printf(" Total RHS evals: Fe = %li, Fi = %li\n", nfe, nfi);
printf(" Total linear solver setups = %li\n", nsetups);
printf(" Total RHS evals for setting up the linear system = %li\n", nfeLS);
printf(" Total number of Jacobian evaluations = %li\n", nje);
printf(" Total number of Newton iterations = %li\n", nni);
printf(" Total number of nonlinear solver convergence failures = %li\n", ncfn);
printf(" Total number of error test failures = %li\n\n", netf);
/* Clean up and return with successful completion */
N_VDestroy_Serial(y); /* Free vectors */
N_VDestroy_Serial(umask);
N_VDestroy_Serial(vmask);
N_VDestroy_Serial(wmask);
free(udata); /* Free user data */
ARKodeFree(&arkode_mem); /* Free integrator memory */
return 0;
}
/***************************** Main Program ******************************/
int main(int argc, char *argv[])
{
UserData data;
void *arkode_mem;
realtype abstol, reltol, t, tout;
N_Vector u;
int iout, my_pe, npes, flag, jpre;
long int neq, local_N, mudq, mldq, mukeep, mlkeep;
MPI_Comm comm;
data = NULL;
arkode_mem = NULL;
u = NULL;
/* Set problem size neq */
neq = NVARS*MX*MY;
/* Get processor number and total number of pe's */
MPI_Init(&argc, &argv);
comm = MPI_COMM_WORLD;
MPI_Comm_size(comm, &npes);
MPI_Comm_rank(comm, &my_pe);
if (npes != NPEX*NPEY) {
if (my_pe == 0)
fprintf(stderr, "\nMPI_ERROR(0): npes = %d is not equal to NPEX*NPEY = %d\n\n",
npes, NPEX*NPEY);
MPI_Finalize();
return(1);
}
/* Set local length */
local_N = NVARS*MXSUB*MYSUB;
/* Allocate and load user data block */
data = (UserData) malloc(sizeof *data);
if(check_flag((void *)data, "malloc", 2, my_pe)) MPI_Abort(comm, 1);
InitUserData(my_pe, local_N, comm, data);
/* Allocate and initialize u, and set tolerances */
u = N_VNew_Parallel(comm, local_N, neq);
if(check_flag((void *)u, "N_VNew_Parallel", 0, my_pe)) MPI_Abort(comm, 1);
SetInitialProfiles(u, data);
abstol = ATOL;
reltol = RTOL;
/* Call ARKodeCreate to create the solver memory */
arkode_mem = ARKodeCreate();
if(check_flag((void *)arkode_mem, "ARKodeCreate", 0, my_pe)) MPI_Abort(comm, 1);
/* Set the pointer to user-defined data */
flag = ARKodeSetUserData(arkode_mem, data);
if(check_flag(&flag, "ARKodeSetUserData", 1, my_pe)) MPI_Abort(comm, 1);
/* Call ARKodeInit to initialize the integrator memory and specify the
user's right hand side functions in u'=fe(t,u)+fi(t,u) [here fe is NULL],
the inital time T0, and the initial dependent variable vector u. */
flag = ARKodeInit(arkode_mem, NULL, f, T0, u);
if(check_flag(&flag, "ARKodeInit", 1, my_pe)) return(1);
/* Call ARKodeSetMaxNumSteps to increase default */
flag = ARKodeSetMaxNumSteps(arkode_mem, 10000);
if (check_flag(&flag, "ARKodeSetMaxNumSteps", 1, my_pe)) return(1);
/* Call ARKodeSStolerances to specify the scalar relative tolerance
and scalar absolute tolerances */
flag = ARKodeSStolerances(arkode_mem, reltol, abstol);
if (check_flag(&flag, "ARKodeSStolerances", 1, my_pe)) return(1);
/* Call ARKSpgmr to specify the linear solver ARKSPGMR with left
preconditioning and the default Krylov dimension maxl */
flag = ARKSpgmr(arkode_mem, PREC_LEFT, 0);
if(check_flag(&flag, "ARKBBDSpgmr", 1, my_pe)) MPI_Abort(comm, 1);
/* Initialize BBD preconditioner */
mudq = mldq = NVARS*MXSUB;
mukeep = mlkeep = NVARS;
flag = ARKBBDPrecInit(arkode_mem, local_N, mudq, mldq,
mukeep, mlkeep, ZERO, flocal, NULL);
if(check_flag(&flag, "ARKBBDPrecAlloc", 1, my_pe)) MPI_Abort(comm, 1);
/* Print heading */
if (my_pe == 0) PrintIntro(npes, mudq, mldq, mukeep, mlkeep);
/* Loop over jpre (= PREC_LEFT, PREC_RIGHT), and solve the problem */
for (jpre=PREC_LEFT; jpre<=PREC_RIGHT; jpre++) {
/* On second run, re-initialize u, the integrator, ARKBBDPRE, and ARKSPGMR */
if (jpre == PREC_RIGHT) {
SetInitialProfiles(u, data);
flag = ARKodeReInit(arkode_mem, NULL, f, T0, u);
if(check_flag(&flag, "ARKodeReInit", 1, my_pe)) MPI_Abort(comm, 1);
flag = ARKBBDPrecReInit(arkode_mem, mudq, mldq, ZERO);
if(check_flag(&flag, "ARKBBDPrecReInit", 1, my_pe)) MPI_Abort(comm, 1);
flag = ARKSpilsSetPrecType(arkode_mem, PREC_RIGHT);
check_flag(&flag, "ARKSpilsSetPrecType", 1, my_pe);
if (my_pe == 0) {
printf("\n\n-------------------------------------------------------");
printf("------------\n");
}
}
if (my_pe == 0) {
printf("\n\nPreconditioner type is: jpre = %s\n\n",
(jpre == PREC_LEFT) ? "PREC_LEFT" : "PREC_RIGHT");
}
/* In loop over output points, call ARKode, print results, test for error */
for (iout=1, tout=TWOHR; iout<=NOUT; iout++, tout+=TWOHR) {
flag = ARKode(arkode_mem, tout, u, &t, ARK_NORMAL);
if(check_flag(&flag, "ARKode", 1, my_pe)) break;
PrintOutput(arkode_mem, my_pe, comm, u, t);
}
/* Print final statistics */
if (my_pe == 0) PrintFinalStats(arkode_mem);
} /* End of jpre loop */
/* Free memory */
N_VDestroy_Parallel(u);
free(data);
ARKodeFree(&arkode_mem);
MPI_Finalize();
return(0);
}
/* Main Program */
int main()
{
/* general problem parameters */
realtype T0 = RCONST(0.0); /* initial time */
realtype T1 = RCONST(0.4); /* first output time */
realtype TMult = RCONST(10.0); /* output time multiplication factor */
int Nt = 12; /* total number of output times */
long int NEQ = 3; /* number of dependent vars. */
realtype reltol;
int rootsfound[2];
long int nst, nst_a, nfe, nfi, nsetups;
long int nje, nfeLS, nni, ncfn, netf, nge;
int flag, rtflag; /* reusable error-checking flags */
FILE *UFID;
realtype t, tout;
int iout;
/* general problem variables */
N_Vector y = NULL; /* empty vector for storing solution */
N_Vector atols = NULL; /* empty vector for absolute tolerances */
void *arkode_mem = NULL; /* empty ARKode memory structure */
/* set up the initial conditions */
realtype u0 = RCONST(1.0);
realtype v0 = RCONST(0.0);
realtype w0 = RCONST(0.0);
/* Initial problem output */
printf("\nRobertson ODE test problem (with rootfinding):\n");
printf(" initial conditions: u0 = %g, v0 = %g, w0 = %g\n",u0,v0,w0);
/* Initialize data structures */
y = N_VNew_Serial(NEQ); /* Create serial vector for solution */
if (check_flag((void *) y, "N_VNew_Serial", 0)) return 1;
atols = N_VNew_Serial(NEQ); /* Create serial vector absolute tolerances */
if (check_flag((void *) atols, "N_VNew_Serial", 0)) return 1;
NV_Ith_S(y,0) = u0; /* Set initial conditions into y */
NV_Ith_S(y,1) = v0;
NV_Ith_S(y,2) = w0;
arkode_mem = ARKodeCreate(); /* Create the solver memory */
if (check_flag((void *)arkode_mem, "ARKodeCreate", 0)) return 1;
/* Call ARKodeInit to initialize the integrator memory and specify the
hand-side side function in y'=f(t,y), the inital time T0, and
the initial dependent variable vector y. Note: since this
problem is fully implicit, we set f_E to NULL and f_I to f. */
flag = ARKodeInit(arkode_mem, NULL, f, T0, y);
if (check_flag(&flag, "ARKodeInit", 1)) return 1;
/* Set tolerances */
reltol = RCONST(1.0e-4);
NV_Ith_S(atols,0) = RCONST(1.0e-8);
NV_Ith_S(atols,1) = RCONST(1.0e-11);
NV_Ith_S(atols,2) = RCONST(1.0e-8);
/* Set routines */
flag = ARKodeSetMaxErrTestFails(arkode_mem, 20); /* Increase max error test fails */
if (check_flag(&flag, "ARKodeSetMaxErrTestFails", 1)) return 1;
flag = ARKodeSetMaxNonlinIters(arkode_mem, 8); /* Increase max nonlinear iterations */
if (check_flag(&flag, "ARKodeSetMaxNonlinIters", 1)) return 1;
flag = ARKodeSetNonlinConvCoef(arkode_mem, 1.e-7); /* Update nonlinear solver convergence coeff. */
if (check_flag(&flag, "ARKodeSetNonlinConvCoef", 1)) return 1;
flag = ARKodeSetMaxNumSteps(arkode_mem, 100000); /* Increase max number of steps */
if (check_flag(&flag, "ARKodeSetMaxNumSteps", 1)) return 1;
flag = ARKodeSVtolerances(arkode_mem, reltol, atols); /* Specify tolerances */
if (check_flag(&flag, "ARKodeSStolerances", 1)) return 1;
/* Specify the root-finding function, having 2 equations */
flag = ARKodeRootInit(arkode_mem, 2, g);
if (check_flag(&flag, "ARKodeRootInit", 1)) return 1;
/* Linear solver specification */
flag = ARKDense(arkode_mem, NEQ); /* Specify dense linear solver */
if (check_flag(&flag, "ARKDense", 1)) return 1;
flag = ARKDlsSetDenseJacFn(arkode_mem, Jac); /* Set the Jacobian routine */
if (check_flag(&flag, "ARKDlsSetDenseJacFn", 1)) return 1;
/* Open output stream for results, output comment line */
UFID = fopen("solution.txt","w");
fprintf(UFID,"# t u v w\n");
/* output initial condition to disk */
fprintf(UFID," %.16e %.16e %.16e %.16e\n",
T0, NV_Ith_S(y,0), NV_Ith_S(y,1), NV_Ith_S(y,2));
/* Main time-stepping loop: calls ARKode to perform the integration, then
prints results. Stops when the final time has been reached */
t = T0;
printf(" t u v w\n");
printf(" -----------------------------------------------------\n");
printf(" %12.5e %12.5e %12.5e %12.5e\n",
t, NV_Ith_S(y,0), NV_Ith_S(y,1), NV_Ith_S(y,2));
tout = T1;
iout = 0;
while(1) {
flag = ARKode(arkode_mem, tout, y, &t, ARK_NORMAL); /* call integrator */
if (check_flag(&flag, "ARKode", 1)) break;
printf(" %12.5e %12.5e %12.5e %12.5e\n", t, /* access/print solution */
NV_Ith_S(y,0), NV_Ith_S(y,1), NV_Ith_S(y,2));
fprintf(UFID," %.16e %.16e %.16e %.16e\n",
t, NV_Ith_S(y,0), NV_Ith_S(y,1), NV_Ith_S(y,2));
if (flag == ARK_ROOT_RETURN) { /* check if a root was found */
rtflag = ARKodeGetRootInfo(arkode_mem, rootsfound);
if (check_flag(&rtflag, "ARKodeGetRootInfo", 1)) return 1;
printf(" rootsfound[] = %3d %3d\n",
rootsfound[0], rootsfound[1]);
}
if (flag >= 0) { /* successful solve: update output time */
iout++;
tout *= TMult;
} else { /* unsuccessful solve: break */
fprintf(stderr,"Solver failure, stopping integration\n");
break;
}
if (iout == Nt) break; /* stop after enough outputs */
}
printf(" -----------------------------------------------------\n");
fclose(UFID);
/* Print some final statistics */
flag = ARKodeGetNumSteps(arkode_mem, &nst);
check_flag(&flag, "ARKodeGetNumSteps", 1);
flag = ARKodeGetNumStepAttempts(arkode_mem, &nst_a);
check_flag(&flag, "ARKodeGetNumStepAttempts", 1);
flag = ARKodeGetNumRhsEvals(arkode_mem, &nfe, &nfi);
check_flag(&flag, "ARKodeGetNumRhsEvals", 1);
flag = ARKodeGetNumLinSolvSetups(arkode_mem, &nsetups);
check_flag(&flag, "ARKodeGetNumLinSolvSetups", 1);
flag = ARKodeGetNumErrTestFails(arkode_mem, &netf);
check_flag(&flag, "ARKodeGetNumErrTestFails", 1);
flag = ARKodeGetNumNonlinSolvIters(arkode_mem, &nni);
check_flag(&flag, "ARKodeGetNumNonlinSolvIters", 1);
flag = ARKodeGetNumNonlinSolvConvFails(arkode_mem, &ncfn);
check_flag(&flag, "ARKodeGetNumNonlinSolvConvFails", 1);
flag = ARKDlsGetNumJacEvals(arkode_mem, &nje);
check_flag(&flag, "ARKDlsGetNumJacEvals", 1);
flag = ARKDlsGetNumRhsEvals(arkode_mem, &nfeLS);
check_flag(&flag, "ARKDlsGetNumRhsEvals", 1);
flag = ARKodeGetNumGEvals(arkode_mem, &nge);
check_flag(&flag, "ARKodeGetNumGEvals", 1);
printf("\nFinal Solver Statistics:\n");
printf(" Internal solver steps = %li (attempted = %li)\n",
nst, nst_a);
printf(" Total RHS evals: Fe = %li, Fi = %li\n", nfe, nfi);
printf(" Total linear solver setups = %li\n", nsetups);
printf(" Total RHS evals for setting up the linear system = %li\n", nfeLS);
printf(" Total number of Jacobian evaluations = %li\n", nje);
printf(" Total number of Newton iterations = %li\n", nni);
printf(" Total root-function g evals = %li\n", nge);
printf(" Total number of nonlinear solver convergence failures = %li\n", ncfn);
printf(" Total number of error test failures = %li\n", netf);
/* Clean up and return with successful completion */
N_VDestroy_Serial(y); /* Free y vector */
ARKodeFree(&arkode_mem); /* Free integrator memory */
return 0;
}
/* Main Program */
int main() {
/* general problem parameters */
realtype T0 = RCONST(0.0); /* initial time */
realtype Tf = RCONST(1.0); /* final time */
realtype rtol = 1.e-3; /* relative tolerance */
realtype atol = 1.e-10; /* absolute tolerance */
realtype hscale = 1.0; /* time step change factor on resizes */
UserData udata = NULL;
realtype *data;
long int N = 21; /* initial spatial mesh size */
realtype refine = 3.e-3; /* adaptivity refinement tolerance */
realtype k = 0.5; /* heat conductivity */
long int i, nni, nni_cur=0, nni_tot=0, nli, nli_tot=0;
int iout=0;
/* general problem variables */
int flag; /* reusable error-checking flag */
N_Vector y = NULL; /* empty vector for storing solution */
N_Vector y2 = NULL; /* empty vector for storing solution */
N_Vector yt = NULL; /* empty vector for swapping */
void *arkode_mem = NULL; /* empty ARKode memory structure */
FILE *XFID, *UFID;
realtype t, olddt, newdt;
realtype *xnew = NULL;
long int Nnew;
/* allocate and fill initial udata structure */
udata = (UserData) malloc(sizeof(*udata));
udata->N = N;
udata->k = k;
udata->refine_tol = refine;
udata->x = malloc(N * sizeof(realtype));
for (i=0; i<N; i++) udata->x[i] = 1.0*i/(N-1);
/* Initial problem output */
printf("\n1D adaptive Heat PDE test problem:\n");
printf(" diffusion coefficient: k = %g\n", udata->k);
printf(" initial N = %li\n", udata->N);
/* Initialize data structures */
y = N_VNew_Serial(N); /* Create initial serial vector for solution */
if (check_flag((void *) y, "N_VNew_Serial", 0)) return 1;
N_VConst(0.0, y); /* Set initial conditions */
/* output mesh to disk */
XFID=fopen("heat_mesh.txt","w");
/* output initial mesh to disk */
for (i=0; i<udata->N; i++) fprintf(XFID," %.16e", udata->x[i]);
fprintf(XFID,"\n");
/* Open output stream for results, access data array */
UFID=fopen("heat1D.txt","w");
/* output initial condition to disk */
data = N_VGetArrayPointer(y);
for (i=0; i<udata->N; i++) fprintf(UFID," %.16e", data[i]);
fprintf(UFID,"\n");
/* Create the solver memory */
arkode_mem = ARKodeCreate();
if (check_flag((void *) arkode_mem, "ARKodeCreate", 0)) return 1;
/* Initialize the integrator memory */
flag = ARKodeInit(arkode_mem, NULL, f, T0, y);
if (check_flag(&flag, "ARKodeInit", 1)) return 1;
/* Set routines */
flag = ARKodeSetUserData(arkode_mem, (void *) udata); /* Pass udata to user functions */
if (check_flag(&flag, "ARKodeSetUserData", 1)) return 1;
flag = ARKodeSetMaxNumSteps(arkode_mem, 10000); /* Increase max num steps */
if (check_flag(&flag, "ARKodeSetMaxNumSteps", 1)) return 1;
flag = ARKodeSStolerances(arkode_mem, rtol, atol); /* Specify tolerances */
if (check_flag(&flag, "ARKodeSStolerances", 1)) return 1;
flag = ARKodeSetAdaptivityMethod(arkode_mem, 2, 1, 0, NULL); /* Set adaptivity method */
if (check_flag(&flag, "ARKodeSetAdaptivityMethod", 1)) return 1;
flag = ARKodeSetPredictorMethod(arkode_mem, 0); /* Set predictor method */
if (check_flag(&flag, "ARKodeSetPredictorMethod", 1)) return 1;
/* Linear solver specification */
flag = ARKPcg(arkode_mem, 0, N);
if (check_flag(&flag, "ARKPcg", 1)) return 1;
flag = ARKSpilsSetJacTimesVecFn(arkode_mem, Jac);
if (check_flag(&flag, "ARKSpilsSetJacTimesVecFn", 1)) return 1;
/* Main time-stepping loop: calls ARKode to perform the integration, then
prints results. Stops when the final time has been reached */
t = T0;
olddt = 0.0;
newdt = 0.0;
printf(" iout dt_old dt_new ||u||_rms N NNI NLI\n");
printf(" ----------------------------------------------------------------------------------------\n");
printf(" %4i %19.15e %19.15e %19.15e %li %2i %3i\n",
iout, olddt, newdt, sqrt(N_VDotProd(y,y)/udata->N), udata->N, 0, 0);
while (t < Tf) {
/* "set" routines */
flag = ARKodeSetStopTime(arkode_mem, Tf);
if (check_flag(&flag, "ARKodeSetStopTime", 1)) return 1;
flag = ARKodeSetInitStep(arkode_mem, newdt);
if (check_flag(&flag, "ARKodeSetInitStep", 1)) return 1;
/* call integrator */
flag = ARKode(arkode_mem, Tf, y, &t, ARK_ONE_STEP);
if (check_flag(&flag, "ARKode", 1)) return 1;
/* "get" routines */
flag = ARKodeGetLastStep(arkode_mem, &olddt);
if (check_flag(&flag, "ARKodeGetLastStep", 1)) return 1;
flag = ARKodeGetCurrentStep(arkode_mem, &newdt);
if (check_flag(&flag, "ARKodeGetCurrentStep", 1)) return 1;
flag = ARKodeGetNumNonlinSolvIters(arkode_mem, &nni);
if (check_flag(&flag, "ARKodeGetNumNonlinSolvIters", 1)) return 1;
flag = ARKSpilsGetNumLinIters(arkode_mem, &nli);
if (check_flag(&flag, "ARKSpilsGetNumLinIters", 1)) return 1;
/* print current solution stats */
iout++;
printf(" %4i %19.15e %19.15e %19.15e %li %2li %3li\n",
iout, olddt, newdt, sqrt(N_VDotProd(y,y)/udata->N), udata->N, nni-nni_cur, nli);
nni_cur = nni;
nni_tot = nni;
nli_tot += nli;
/* output results and current mesh to disk */
data = N_VGetArrayPointer(y);
for (i=0; i<udata->N; i++) fprintf(UFID," %.16e", data[i]);
fprintf(UFID,"\n");
for (i=0; i<udata->N; i++) fprintf(XFID," %.16e", udata->x[i]);
fprintf(XFID,"\n");
/* adapt the spatial mesh */
xnew = adapt_mesh(y, &Nnew, udata);
if (check_flag(xnew, "ark_adapt", 0)) return 1;
/* create N_Vector of new length */
y2 = N_VNew_Serial(Nnew);
if (check_flag((void *) y2, "N_VNew_Serial", 0)) return 1;
/* project solution onto new mesh */
flag = project(udata->N, udata->x, y, Nnew, xnew, y2);
if (check_flag(&flag, "project", 1)) return 1;
/* delete old vector, old mesh */
N_VDestroy_Serial(y);
free(udata->x);
/* swap x and xnew so that new mesh is stored in udata structure */
udata->x = xnew;
xnew = NULL;
udata->N = Nnew; /* store size of new mesh */
/* swap y and y2 so that y holds new solution */
yt = y;
y = y2;
y2 = yt;
/* call ARKodeResize to notify integrator of change in mesh */
flag = ARKodeResize(arkode_mem, y, hscale, t, NULL, NULL);
if (check_flag(&flag, "ARKodeResize", 1)) return 1;
/* destroy and re-allocate linear solver memory */
flag = ARKPcg(arkode_mem, 0, udata->N);
if (check_flag(&flag, "ARKPcg", 1)) return 1;
flag = ARKSpilsSetJacTimesVecFn(arkode_mem, Jac);
if (check_flag(&flag, "ARKSpilsSetJacTimesVecFn", 1)) return 1;
}
printf(" ----------------------------------------------------------------------------------------\n");
/* Free integrator memory */
ARKodeFree(&arkode_mem);
/* print some final statistics */
printf(" Final solver statistics:\n");
printf(" Total number of time steps = %i\n", iout);
printf(" Total nonlinear iterations = %li\n", nni_tot);
printf(" Total linear iterations = %li\n\n", nli_tot);
/* Clean up and return with successful completion */
fclose(UFID);
fclose(XFID);
N_VDestroy_Serial(y); /* Free vectors */
free(udata->x); /* Free user data */
free(udata);
return 0;
}