1 /* 2 User interface for the nonlinear solvers package. 3 */ 4 #if !defined(__PETSCSNES_H) 5 #define __PETSCSNES_H 6 #include <petscksp.h> 7 #include <petscdmda.h> 8 9 /*S 10 SNES - Abstract PETSc object that manages all nonlinear solves 11 12 Level: beginner 13 14 Concepts: nonlinear solvers 15 16 .seealso: SNESCreate(), SNESSetType(), SNESType, TS, KSP, KSP, PC 17 S*/ 18 typedef struct _p_SNES* SNES; 19 20 /*J 21 SNESType - String with the name of a PETSc SNES method or the creation function 22 with an optional dynamic library name, for example 23 http://www.mcs.anl.gov/petsc/lib.a:mysnescreate() 24 25 Level: beginner 26 27 .seealso: SNESSetType(), SNES 28 J*/ 29 typedef const char* SNESType; 30 #define SNESNEWTONLS "newtonls" 31 #define SNESNEWTONTR "newtontr" 32 #define SNESPYTHON "python" 33 #define SNESTEST "test" 34 #define SNESNRICHARDSON "nrichardson" 35 #define SNESKSPONLY "ksponly" 36 #define SNESVINEWTONRSLS "vinewtonrsls" 37 #define SNESVINEWTONSSLS "vinewtonssls" 38 #define SNESNGMRES "ngmres" 39 #define SNESQN "qn" 40 #define SNESSHELL "shell" 41 #define SNESGS "gs" 42 #define SNESNCG "ncg" 43 #define SNESFAS "fas" 44 #define SNESMS "ms" 45 #define SNESNASM "nasm" 46 47 /* Logging support */ 48 PETSC_EXTERN PetscClassId SNES_CLASSID; 49 PETSC_EXTERN PetscClassId DMSNES_CLASSID; 50 51 PETSC_EXTERN PetscErrorCode SNESInitializePackage(const char[]); 52 53 PETSC_EXTERN PetscErrorCode SNESCreate(MPI_Comm,SNES*); 54 PETSC_EXTERN PetscErrorCode SNESReset(SNES); 55 PETSC_EXTERN PetscErrorCode SNESDestroy(SNES*); 56 PETSC_EXTERN PetscErrorCode SNESSetType(SNES,SNESType); 57 PETSC_EXTERN PetscErrorCode SNESMonitor(SNES,PetscInt,PetscReal); 58 PETSC_EXTERN PetscErrorCode SNESMonitorSet(SNES,PetscErrorCode(*)(SNES,PetscInt,PetscReal,void*),void *,PetscErrorCode (*)(void**)); 59 PETSC_EXTERN PetscErrorCode SNESMonitorCancel(SNES); 60 PETSC_EXTERN PetscErrorCode SNESSetConvergenceHistory(SNES,PetscReal[],PetscInt[],PetscInt,PetscBool ); 61 PETSC_EXTERN PetscErrorCode SNESGetConvergenceHistory(SNES,PetscReal*[],PetscInt *[],PetscInt *); 62 PETSC_EXTERN PetscErrorCode SNESSetUp(SNES); 63 PETSC_EXTERN PetscErrorCode SNESSolve(SNES,Vec,Vec); 64 PETSC_EXTERN PetscErrorCode SNESSetErrorIfNotConverged(SNES,PetscBool ); 65 PETSC_EXTERN PetscErrorCode SNESGetErrorIfNotConverged(SNES,PetscBool *); 66 67 68 PETSC_EXTERN PetscErrorCode SNESAddOptionsChecker(PetscErrorCode (*)(SNES)); 69 70 PETSC_EXTERN PetscErrorCode SNESSetUpdate(SNES, PetscErrorCode (*)(SNES, PetscInt)); 71 PETSC_EXTERN PetscErrorCode SNESDefaultUpdate(SNES, PetscInt); 72 73 PETSC_EXTERN PetscErrorCode SNESRegisterDestroy(void); 74 PETSC_EXTERN PetscErrorCode SNESRegisterAll(const char[]); 75 76 PETSC_EXTERN PetscErrorCode SNESRegister(const char[],const char[],const char[],PetscErrorCode (*)(SNES)); 77 78 /*MC 79 SNESRegisterDynamic - Adds a method to the nonlinear solver package. 80 81 Synopsis: 82 #include "petscsnes.h" 83 PetscErrorCode SNESRegisterDynamic(const char *name_solver,const char *path,const char *name_create,PetscErrorCode (*routine_create)(SNES)) 84 85 Not collective 86 87 Input Parameters: 88 + name_solver - name of a new user-defined solver 89 . path - path (either absolute or relative) the library containing this solver 90 . name_create - name of routine to create method context 91 - routine_create - routine to create method context 92 93 Notes: 94 SNESRegisterDynamic() may be called multiple times to add several user-defined solvers. 95 96 If dynamic libraries are used, then the fourth input argument (routine_create) 97 is ignored. 98 99 Environmental variables such as ${PETSC_ARCH}, ${PETSC_DIR}, ${PETSC_LIB_DIR}, 100 and others of the form ${any_environmental_variable} occuring in pathname will be 101 replaced with appropriate values. 102 103 Sample usage: 104 .vb 105 SNESRegisterDynamic("my_solver",/home/username/my_lib/lib/libg/solaris/mylib.a, 106 "MySolverCreate",MySolverCreate); 107 .ve 108 109 Then, your solver can be chosen with the procedural interface via 110 $ SNESSetType(snes,"my_solver") 111 or at runtime via the option 112 $ -snes_type my_solver 113 114 Level: advanced 115 116 Note: If your function is not being put into a shared library then use SNESRegister() instead 117 118 .keywords: SNES, nonlinear, register 119 120 .seealso: SNESRegisterAll(), SNESRegisterDestroy() 121 M*/ 122 #if defined(PETSC_USE_DYNAMIC_LIBRARIES) 123 #define SNESRegisterDynamic(a,b,c,d) SNESRegister(a,b,c,0) 124 #else 125 #define SNESRegisterDynamic(a,b,c,d) SNESRegister(a,b,c,d) 126 #endif 127 128 PETSC_EXTERN PetscErrorCode SNESGetKSP(SNES,KSP*); 129 PETSC_EXTERN PetscErrorCode SNESSetKSP(SNES,KSP); 130 PETSC_EXTERN PetscErrorCode SNESGetSolution(SNES,Vec*); 131 PETSC_EXTERN PetscErrorCode SNESGetSolutionUpdate(SNES,Vec*); 132 PETSC_EXTERN PetscErrorCode SNESGetRhs(SNES,Vec*); 133 PETSC_EXTERN PetscErrorCode SNESView(SNES,PetscViewer); 134 PETSC_EXTERN PetscErrorCode SNESLoad(SNES,PetscViewer); 135 136 #define SNES_FILE_CLASSID 1211224 137 138 PETSC_EXTERN PetscErrorCode SNESSetOptionsPrefix(SNES,const char[]); 139 PETSC_EXTERN PetscErrorCode SNESAppendOptionsPrefix(SNES,const char[]); 140 PETSC_EXTERN PetscErrorCode SNESGetOptionsPrefix(SNES,const char*[]); 141 PETSC_EXTERN PetscErrorCode SNESSetFromOptions(SNES); 142 PETSC_EXTERN PetscErrorCode SNESDefaultGetWork(SNES,PetscInt); 143 144 PETSC_EXTERN PetscErrorCode MatCreateSNESMF(SNES,Mat*); 145 PETSC_EXTERN PetscErrorCode MatMFFDComputeJacobian(SNES,Vec,Mat*,Mat*,MatStructure*,void*); 146 147 PETSC_EXTERN PetscErrorCode MatDAADSetSNES(Mat,SNES); 148 149 PETSC_EXTERN PetscErrorCode SNESGetType(SNES,SNESType*); 150 PETSC_EXTERN PetscErrorCode SNESMonitorDefault(SNES,PetscInt,PetscReal,void *); 151 PETSC_EXTERN PetscErrorCode SNESMonitorRange(SNES,PetscInt,PetscReal,void *); 152 PETSC_EXTERN PetscErrorCode SNESMonitorRatio(SNES,PetscInt,PetscReal,void *); 153 PETSC_EXTERN PetscErrorCode SNESMonitorSetRatio(SNES,PetscViewer); 154 PETSC_EXTERN PetscErrorCode SNESMonitorSolution(SNES,PetscInt,PetscReal,void *); 155 PETSC_EXTERN PetscErrorCode SNESMonitorResidual(SNES,PetscInt,PetscReal,void *); 156 PETSC_EXTERN PetscErrorCode SNESMonitorSolutionUpdate(SNES,PetscInt,PetscReal,void *); 157 PETSC_EXTERN PetscErrorCode SNESMonitorDefaultShort(SNES,PetscInt,PetscReal,void *); 158 PETSC_EXTERN PetscErrorCode SNESMonitorJacUpdateSpectrum(SNES,PetscInt,PetscReal,void *); 159 PETSC_EXTERN PetscErrorCode SNESSetTolerances(SNES,PetscReal,PetscReal,PetscReal,PetscInt,PetscInt); 160 PETSC_EXTERN PetscErrorCode SNESGetTolerances(SNES,PetscReal*,PetscReal*,PetscReal*,PetscInt*,PetscInt*); 161 PETSC_EXTERN PetscErrorCode SNESSetTrustRegionTolerance(SNES,PetscReal); 162 PETSC_EXTERN PetscErrorCode SNESGetFunctionNorm(SNES,PetscReal*); 163 PETSC_EXTERN PetscErrorCode SNESSetFunctionNorm(SNES,PetscReal); 164 PETSC_EXTERN PetscErrorCode SNESGetIterationNumber(SNES,PetscInt*); 165 PETSC_EXTERN PetscErrorCode SNESSetIterationNumber(SNES,PetscInt); 166 167 PETSC_EXTERN PetscErrorCode SNESGetNonlinearStepFailures(SNES,PetscInt*); 168 PETSC_EXTERN PetscErrorCode SNESSetMaxNonlinearStepFailures(SNES,PetscInt); 169 PETSC_EXTERN PetscErrorCode SNESGetMaxNonlinearStepFailures(SNES,PetscInt*); 170 PETSC_EXTERN PetscErrorCode SNESGetNumberFunctionEvals(SNES,PetscInt*); 171 172 PETSC_EXTERN PetscErrorCode SNESSetLagPreconditioner(SNES,PetscInt); 173 PETSC_EXTERN PetscErrorCode SNESGetLagPreconditioner(SNES,PetscInt*); 174 PETSC_EXTERN PetscErrorCode SNESSetLagJacobian(SNES,PetscInt); 175 PETSC_EXTERN PetscErrorCode SNESGetLagJacobian(SNES,PetscInt*); 176 PETSC_EXTERN PetscErrorCode SNESSetGridSequence(SNES,PetscInt); 177 178 PETSC_EXTERN PetscErrorCode SNESGetLinearSolveIterations(SNES,PetscInt*); 179 PETSC_EXTERN PetscErrorCode SNESGetLinearSolveFailures(SNES,PetscInt*); 180 PETSC_EXTERN PetscErrorCode SNESSetMaxLinearSolveFailures(SNES,PetscInt); 181 PETSC_EXTERN PetscErrorCode SNESGetMaxLinearSolveFailures(SNES,PetscInt*); 182 183 PETSC_EXTERN PetscErrorCode SNESKSPSetUseEW(SNES,PetscBool ); 184 PETSC_EXTERN PetscErrorCode SNESKSPGetUseEW(SNES,PetscBool *); 185 PETSC_EXTERN PetscErrorCode SNESKSPSetParametersEW(SNES,PetscInt,PetscReal,PetscReal,PetscReal,PetscReal,PetscReal,PetscReal); 186 PETSC_EXTERN PetscErrorCode SNESKSPGetParametersEW(SNES,PetscInt*,PetscReal*,PetscReal*,PetscReal*,PetscReal*,PetscReal*,PetscReal*); 187 188 PETSC_EXTERN PetscErrorCode SNESMonitorLGCreate(const char[],const char[],int,int,int,int,PetscDrawLG*); 189 PETSC_EXTERN PetscErrorCode SNESMonitorLGResidualNorm(SNES,PetscInt,PetscReal,void*); 190 PETSC_EXTERN PetscErrorCode SNESMonitorLGDestroy(PetscDrawLG*); 191 PETSC_EXTERN PetscErrorCode SNESMonitorLGRange(SNES,PetscInt,PetscReal,void*); 192 193 PETSC_EXTERN PetscErrorCode SNESSetApplicationContext(SNES,void *); 194 PETSC_EXTERN PetscErrorCode SNESGetApplicationContext(SNES,void *); 195 PETSC_EXTERN PetscErrorCode SNESSetComputeApplicationContext(SNES,PetscErrorCode (*)(SNES,void**),PetscErrorCode (*)(void**)); 196 197 PETSC_EXTERN PetscErrorCode SNESPythonSetType(SNES,const char[]); 198 199 PETSC_EXTERN PetscErrorCode SNESSetFunctionDomainError(SNES); 200 PETSC_EXTERN PetscErrorCode SNESGetFunctionDomainError(SNES, PetscBool *); 201 202 /*E 203 SNESConvergedReason - reason a SNES method was said to 204 have converged or diverged 205 206 Level: beginner 207 208 The two most common reasons for divergence are 209 $ 1) an incorrectly coded or computed Jacobian or 210 $ 2) failure or lack of convergence in the linear system (in this case we recommend 211 $ testing with -pc_type lu to eliminate the linear solver as the cause of the problem). 212 213 Diverged Reasons: 214 . SNES_DIVERGED_LOCAL_MIN - this can only occur when using the line-search variant of SNES. 215 The line search wants to minimize Q(alpha) = 1/2 || F(x + alpha s) ||^2_2 this occurs 216 at Q'(alpha) = s^T F'(x+alpha s)^T F(x+alpha s) = 0. If s is the Newton direction - F'(x)^(-1)F(x) then 217 you get Q'(alpha) = -F(x)^T F'(x)^(-1)^T F'(x+alpha s)F(x+alpha s); when alpha = 0 218 Q'(0) = - ||F(x)||^2_2 which is always NEGATIVE if F'(x) is invertible. This means the Newton 219 direction is a descent direction and the line search should succeed if alpha is small enough. 220 221 If F'(x) is NOT invertible AND F'(x)^T F(x) = 0 then Q'(0) = 0 and the Newton direction 222 is NOT a descent direction so the line search will fail. All one can do at this point 223 is change the initial guess and try again. 224 225 An alternative explanation: Newton's method can be regarded as replacing the function with 226 its linear approximation and minimizing the 2-norm of that. That is F(x+s) approx F(x) + F'(x)s 227 so we minimize || F(x) + F'(x) s ||^2_2; do this using Least Squares. If F'(x) is invertible then 228 s = - F'(x)^(-1)F(x) otherwise F'(x)^T F'(x) s = -F'(x)^T F(x). If F'(x)^T F(x) is NOT zero then there 229 exists a nontrival (that is F'(x)s != 0) solution to the equation and this direction is 230 s = - [F'(x)^T F'(x)]^(-1) F'(x)^T F(x) so Q'(0) = - F(x)^T F'(x) [F'(x)^T F'(x)]^(-T) F'(x)^T F(x) 231 = - (F'(x)^T F(x)) [F'(x)^T F'(x)]^(-T) (F'(x)^T F(x)). Since we are assuming (F'(x)^T F(x)) != 0 232 and F'(x)^T F'(x) has no negative eigenvalues Q'(0) < 0 so s is a descent direction and the line 233 search should succeed for small enough alpha. 234 235 Note that this RARELY happens in practice. Far more likely the linear system is not being solved 236 (well enough?) or the Jacobian is wrong. 237 238 SNES_DIVERGED_MAX_IT means that the solver reached the maximum number of iterations without satisfying any 239 convergence criteria. SNES_CONVERGED_ITS means that SNESSkipConverged() was chosen as the convergence test; 240 thus the usual convergence criteria have not been checked and may or may not be satisfied. 241 242 Developer Notes: this must match finclude/petscsnes.h 243 244 The string versions of these are in SNESConvergedReason, if you change any value here you must 245 also adjust that array. 246 247 Each reason has its own manual page. 248 249 .seealso: SNESSolve(), SNESGetConvergedReason(), KSPConvergedReason, SNESSetConvergenceTest() 250 E*/ 251 typedef enum {/* converged */ 252 SNES_CONVERGED_FNORM_ABS = 2, /* ||F|| < atol */ 253 SNES_CONVERGED_FNORM_RELATIVE = 3, /* ||F|| < rtol*||F_initial|| */ 254 SNES_CONVERGED_SNORM_RELATIVE = 4, /* Newton computed step size small; || delta x || < stol || x ||*/ 255 SNES_CONVERGED_ITS = 5, /* maximum iterations reached */ 256 SNES_CONVERGED_TR_DELTA = 7, 257 /* diverged */ 258 SNES_DIVERGED_FUNCTION_DOMAIN = -1, /* the new x location passed the function is not in the domain of F */ 259 SNES_DIVERGED_FUNCTION_COUNT = -2, 260 SNES_DIVERGED_LINEAR_SOLVE = -3, /* the linear solve failed */ 261 SNES_DIVERGED_FNORM_NAN = -4, 262 SNES_DIVERGED_MAX_IT = -5, 263 SNES_DIVERGED_LINE_SEARCH = -6, /* the line search failed */ 264 SNES_DIVERGED_INNER = -7, /* inner solve failed */ 265 SNES_DIVERGED_LOCAL_MIN = -8, /* || J^T b || is small, implies converged to local minimum of F() */ 266 SNES_CONVERGED_ITERATING = 0} SNESConvergedReason; 267 PETSC_EXTERN const char *const*SNESConvergedReasons; 268 269 /*MC 270 SNES_CONVERGED_FNORM_ABS - 2-norm(F) <= abstol 271 272 Level: beginner 273 274 .seealso: SNESSolve(), SNESGetConvergedReason(), SNESConvergedReason, SNESSetTolerances() 275 276 M*/ 277 278 /*MC 279 SNES_CONVERGED_FNORM_RELATIVE - 2-norm(F) <= rtol*2-norm(F(x_0)) where x_0 is the initial guess 280 281 Level: beginner 282 283 .seealso: SNESSolve(), SNESGetConvergedReason(), SNESConvergedReason, SNESSetTolerances() 284 285 M*/ 286 287 /*MC 288 SNES_CONVERGED_SNORM_RELATIVE - The 2-norm of the last step <= stol * 2-norm(x) where x is the current 289 solution and stol is the 4th argument to SNESSetTolerances() 290 291 Options Database Keys: 292 -snes_stol <stol> - the step tolerance 293 294 Level: beginner 295 296 .seealso: SNESSolve(), SNESGetConvergedReason(), SNESConvergedReason, SNESSetTolerances() 297 298 M*/ 299 300 /*MC 301 SNES_DIVERGED_FUNCTION_COUNT - The user provided function has been called more times then the final 302 argument to SNESSetTolerances() 303 304 Level: beginner 305 306 .seealso: SNESSolve(), SNESGetConvergedReason(), SNESConvergedReason, SNESSetTolerances() 307 308 M*/ 309 310 /*MC 311 SNES_DIVERGED_FNORM_NAN - the 2-norm of the current function evaluation is not-a-number (NaN), this 312 is usually caused by a division of 0 by 0. 313 314 Level: beginner 315 316 .seealso: SNESSolve(), SNESGetConvergedReason(), SNESConvergedReason, SNESSetTolerances() 317 318 M*/ 319 320 /*MC 321 SNES_DIVERGED_MAX_IT - SNESSolve() has reached the maximum number of iterations requested 322 323 Level: beginner 324 325 .seealso: SNESSolve(), SNESGetConvergedReason(), SNESConvergedReason, SNESSetTolerances() 326 327 M*/ 328 329 /*MC 330 SNES_DIVERGED_LINE_SEARCH - The line search has failed. This only occurs for a SNES solvers that use a line search 331 332 Level: beginner 333 334 .seealso: SNESSolve(), SNESGetConvergedReason(), SNESConvergedReason, SNESSetTolerances(), SNESLineSearch 335 336 M*/ 337 338 /*MC 339 SNES_DIVERGED_LOCAL_MIN - the algorithm seems to have stagnated at a local minimum that is not zero. 340 See the manual page for SNESConvergedReason for more details 341 342 Level: beginner 343 344 .seealso: SNESSolve(), SNESGetConvergedReason(), SNESConvergedReason, SNESSetTolerances() 345 346 M*/ 347 348 /*MC 349 SNES_CONERGED_ITERATING - this only occurs if SNESGetConvergedReason() is called during the SNESSolve() 350 351 Level: beginner 352 353 .seealso: SNESSolve(), SNESGetConvergedReason(), SNESConvergedReason, SNESSetTolerances() 354 355 M*/ 356 357 PETSC_EXTERN PetscErrorCode SNESSetConvergenceTest(SNES,PetscErrorCode (*)(SNES,PetscInt,PetscReal,PetscReal,PetscReal,SNESConvergedReason*,void*),void*,PetscErrorCode (*)(void*)); 358 PETSC_EXTERN PetscErrorCode SNESDefaultConverged(SNES,PetscInt,PetscReal,PetscReal,PetscReal,SNESConvergedReason*,void*); 359 PETSC_EXTERN PetscErrorCode SNESSkipConverged(SNES,PetscInt,PetscReal,PetscReal,PetscReal,SNESConvergedReason*,void*); 360 PETSC_EXTERN PetscErrorCode SNESGetConvergedReason(SNES,SNESConvergedReason*); 361 362 PETSC_EXTERN PetscErrorCode SNESDMMeshComputeFunction(SNES,Vec,Vec,void*); 363 PETSC_EXTERN PetscErrorCode SNESDMMeshComputeJacobian(SNES,Vec,Mat*,Mat*,MatStructure*,void*); 364 365 /* --------- Solving systems of nonlinear equations --------------- */ 366 PETSC_EXTERN PetscErrorCode SNESSetFunction(SNES,Vec,PetscErrorCode (*SNESFunction)(SNES,Vec,Vec,void*),void*); 367 PETSC_EXTERN PetscErrorCode SNESGetFunction(SNES,Vec*,PetscErrorCode (**SNESFunction)(SNES,Vec,Vec,void*),void**); 368 PETSC_EXTERN PetscErrorCode SNESComputeFunction(SNES,Vec,Vec); 369 PETSC_EXTERN PetscErrorCode SNESSetJacobian(SNES,Mat,Mat,PetscErrorCode (*SNESJacobianFunction)(SNES,Vec,Mat*,Mat*,MatStructure*,void*),void*); 370 PETSC_EXTERN PetscErrorCode SNESGetJacobian(SNES,Mat*,Mat*,PetscErrorCode (**SNESJacobianFunction)(SNES,Vec,Mat*,Mat*,MatStructure*,void*),void**); 371 PETSC_EXTERN PetscErrorCode SNESDefaultObjectiveComputeFunctionFD(SNES,Vec,Vec,void*); 372 PETSC_EXTERN PetscErrorCode SNESDefaultComputeJacobian(SNES,Vec,Mat*,Mat*,MatStructure*,void*); 373 PETSC_EXTERN PetscErrorCode SNESDefaultComputeJacobianColor(SNES,Vec,Mat*,Mat*,MatStructure*,void*); 374 PETSC_EXTERN PetscErrorCode SNESSetComputeInitialGuess(SNES,PetscErrorCode (*)(SNES,Vec,void*),void*); 375 PETSC_EXTERN PetscErrorCode SNESSetPicard(SNES,Vec,PetscErrorCode (*SNESFunction)(SNES,Vec,Vec,void*),Mat,Mat,PetscErrorCode (*SNESJacobianFunction)(SNES,Vec,Mat*,Mat*,MatStructure*,void*),void*); 376 PETSC_EXTERN PetscErrorCode SNESGetPicard(SNES,Vec*,PetscErrorCode (**SNESFunction)(SNES,Vec,Vec,void*),Mat*,Mat*,PetscErrorCode (**SNESJacobianFunction)(SNES,Vec,Mat*,Mat*,MatStructure*,void*),void**); 377 PETSC_EXTERN PetscErrorCode SNESSetInitialFunction(SNES,Vec); 378 PETSC_EXTERN PetscErrorCode SNESSetInitialFunctionNorm(SNES,PetscReal); 379 380 PETSC_EXTERN PetscErrorCode SNESSetObjective(SNES,PetscErrorCode (*SNESObjectiveFunction)(SNES,Vec,PetscReal *,void*),void*); 381 PETSC_EXTERN PetscErrorCode SNESGetObjective(SNES,PetscErrorCode (**SNESObjectiveFunction)(SNES,Vec,PetscReal *,void*),void**); 382 PETSC_EXTERN PetscErrorCode SNESComputeObjective(SNES,Vec,PetscReal *); 383 384 /*E 385 SNESNormType - Norm that is passed in the Krylov convergence 386 test routines. 387 388 Level: advanced 389 390 Support for these is highly dependent on the solver. 391 392 Notes: 393 This is primarily used to turn off extra norm and function computation 394 when the solvers are composed. 395 396 .seealso: SNESSolve(), SNESGetConvergedReason(), KSPSetNormType(), 397 KSPSetConvergenceTest(), KSPSetPCSide() 398 E*/ 399 400 typedef enum {SNES_NORM_DEFAULT = -1, 401 SNES_NORM_NONE = 0, 402 SNES_NORM_FUNCTION = 1, 403 SNES_NORM_INITIAL_ONLY = 2, 404 SNES_NORM_FINAL_ONLY = 3, 405 SNES_NORM_INITIAL_FINAL_ONLY = 4} SNESNormType; 406 PETSC_EXTERN const char *const*const SNESNormTypes; 407 /*MC 408 SNES_NORM_NONE - Don't compute function and its L2 norm. 409 410 Level: advanced 411 412 Notes: 413 This is most useful for stationary solvers with a fixed number of iterations used as smoothers. 414 415 .seealso: SNESNormType, SNESSetNormType(), SNES_NORM_DEFAULT 416 M*/ 417 418 /*MC 419 SNES_NORM_FUNCTION - Compute the function and its L2 norm at each iteration. 420 421 Level: advanced 422 423 Notes: 424 Most solvers will use this no matter what norm type is passed to them. 425 426 .seealso: SNESNormType, SNESSetNormType(), SNES_NORM_NONE 427 M*/ 428 429 /*MC 430 SNES_NORM_INITIAL_ONLY - Compute the function and its L2 at iteration 0, but do not update it. 431 432 Level: advanced 433 434 Notes: 435 This method is useful in composed methods, when a true solution might actually be found before SNESSolve() is called. 436 This option enables the solve to abort on the zeroth iteration if this is the case. 437 438 For solvers that require the computation of the L2 norm of the function as part of the method, this merely cancels 439 the norm computation at the last iteration (if possible). 440 441 .seealso: SNESNormType, SNESSetNormType(), SNES_NORM_FINAL_ONLY, SNES_NORM_INITIAL_FINAL_ONLY 442 M*/ 443 444 /*MC 445 SNES_NORM_FINAL_ONLY - Compute the function and its L2 norm on only the final iteration. 446 447 Level: advanced 448 449 Notes: 450 For solvers that require the computation of the L2 norm of the function as part of the method, behaves 451 exactly as SNES_NORM_DEFAULT. This method is useful when the function is gotten after SNESSolve and 452 used in subsequent computation for methods that do not need the norm computed during the rest of the 453 solution procedure. 454 455 .seealso: SNESNormType, SNESSetNormType(), SNES_NORM_INITIAL_ONLY, SNES_NORM_INITIAL_FINAL_ONLY 456 M*/ 457 458 /*MC 459 SNES_NORM_INITIAL_FINAL_ONLY - Compute the function and its L2 norm on only the initial and final iterations. 460 461 Level: advanced 462 463 Notes: 464 This method combines the benefits of SNES_NORM_INITIAL_ONLY and SNES_NORM_FINAL_ONLY. 465 466 .seealso: SNESNormType, SNESSetNormType(), SNES_NORM_SNES_NORM_INITIAL_ONLY, SNES_NORM_FINAL_ONLY 467 M*/ 468 469 470 PETSC_EXTERN PetscErrorCode SNESSetNormType(SNES,SNESNormType); 471 PETSC_EXTERN PetscErrorCode SNESGetNormType(SNES,SNESNormType*); 472 473 PETSC_EXTERN PetscErrorCode SNESSetGS(SNES,PetscErrorCode (*SNESGSFunction)(SNES,Vec,Vec,void*),void*); 474 PETSC_EXTERN PetscErrorCode SNESGetGS(SNES,PetscErrorCode (**SNESGSFunction)(SNES,Vec,Vec,void*),void**); 475 PETSC_EXTERN PetscErrorCode SNESSetUseGS(SNES,PetscBool); 476 PETSC_EXTERN PetscErrorCode SNESGetUseGS(SNES,PetscBool *); 477 PETSC_EXTERN PetscErrorCode SNESComputeGS(SNES,Vec,Vec); 478 479 PETSC_EXTERN PetscErrorCode SNESGSSetSweeps(SNES,PetscInt); 480 PETSC_EXTERN PetscErrorCode SNESGSGetSweeps(SNES,PetscInt *); 481 PETSC_EXTERN PetscErrorCode SNESGSSetTolerances(SNES,PetscReal,PetscReal,PetscReal,PetscInt); 482 PETSC_EXTERN PetscErrorCode SNESGSGetTolerances(SNES,PetscReal*,PetscReal*,PetscReal*,PetscInt*); 483 484 PETSC_EXTERN PetscErrorCode SNESUpdateCheckJacobian(SNES,PetscInt); 485 486 PETSC_EXTERN PetscErrorCode SNESShellGetContext(SNES,void**); 487 PETSC_EXTERN PetscErrorCode SNESShellSetContext(SNES,void*); 488 PETSC_EXTERN PetscErrorCode SNESShellSetSolve(SNES,PetscErrorCode (*)(SNES,Vec)); 489 490 /* --------- Routines specifically for line search methods --------------- */ 491 492 typedef struct _p_LineSearch* SNESLineSearch; 493 494 /*S 495 SNESLineSearch - Abstract PETSc object that manages line-search operations 496 497 Level: beginner 498 499 Concepts: nonlinear solvers, line search 500 501 .seealso: SNESLineSearchCreate(), SNESLineSearchSetType(), SNES 502 S*/ 503 504 /*J 505 SNESLineSearchType - String with the name of a PETSc line search method 506 507 Level: beginner 508 509 .seealso: SNESLineSearchSetType(), SNES 510 J*/ 511 512 typedef const char* SNESLineSearchType; 513 #define SNESLINESEARCHBT "bt" 514 #define SNESLINESEARCHBASIC "basic" 515 #define SNESLINESEARCHL2 "l2" 516 #define SNESLINESEARCHCP "cp" 517 #define SNESLINESEARCHSHELL "shell" 518 519 PETSC_EXTERN PetscBool SNESRegisterAllCalled; 520 PETSC_EXTERN PetscFunctionList SNESList; 521 PETSC_EXTERN PetscClassId SNESLINESEARCH_CLASSID; 522 PETSC_EXTERN PetscBool SNESLineSearchRegisterAllCalled; 523 PETSC_EXTERN PetscFunctionList SNESLineSearchList; 524 PETSC_EXTERN PetscLogEvent SNESLineSearch_Apply; 525 526 #define SNES_LINESEARCH_ORDER_LINEAR 1 527 #define SNES_LINESEARCH_ORDER_QUADRATIC 2 528 #define SNES_LINESEARCH_ORDER_CUBIC 3 529 530 PETSC_EXTERN_TYPEDEF typedef PetscErrorCode (*SNESLineSearchVIProjectFunc)(SNES,Vec); 531 PETSC_EXTERN_TYPEDEF typedef PetscErrorCode (*SNESLineSearchVINormFunc)(SNES,Vec,Vec,PetscReal *); 532 PETSC_EXTERN_TYPEDEF typedef PetscErrorCode (*SNESLineSearchApplyFunc)(SNESLineSearch); 533 PETSC_EXTERN_TYPEDEF typedef PetscErrorCode (*SNESLineSearchUserFunc)(SNESLineSearch, void *); 534 535 PETSC_EXTERN PetscErrorCode SNESLineSearchCreate(MPI_Comm, SNESLineSearch*); 536 PETSC_EXTERN PetscErrorCode SNESLineSearchReset(SNESLineSearch); 537 PETSC_EXTERN PetscErrorCode SNESLineSearchView(SNESLineSearch,PetscViewer); 538 PETSC_EXTERN PetscErrorCode SNESLineSearchDestroy(SNESLineSearch *); 539 PETSC_EXTERN PetscErrorCode SNESLineSearchSetType(SNESLineSearch, SNESLineSearchType); 540 PETSC_EXTERN PetscErrorCode SNESLineSearchSetFromOptions(SNESLineSearch); 541 PETSC_EXTERN PetscErrorCode SNESLineSearchSetUp(SNESLineSearch); 542 PETSC_EXTERN PetscErrorCode SNESLineSearchApply(SNESLineSearch, Vec, Vec, PetscReal *, Vec); 543 PETSC_EXTERN PetscErrorCode SNESLineSearchPreCheck(SNESLineSearch,Vec,Vec,PetscBool *); 544 PETSC_EXTERN PetscErrorCode SNESLineSearchPostCheck(SNESLineSearch,Vec,Vec,Vec,PetscBool *,PetscBool *); 545 PETSC_EXTERN PetscErrorCode SNESLineSearchGetWork(SNESLineSearch, PetscInt); 546 547 /* set the functions for precheck and postcheck */ 548 549 PETSC_EXTERN PetscErrorCode SNESLineSearchSetPreCheck(SNESLineSearch, PetscErrorCode (*SNESLineSearchPreCheckFunction)(SNESLineSearch,Vec,Vec,PetscBool*,void*), void *ctx); 550 PETSC_EXTERN PetscErrorCode SNESLineSearchSetPostCheck(SNESLineSearch, PetscErrorCode (*SNESLineSearchPostCheckFunction)(SNESLineSearch,Vec,Vec,Vec,PetscBool *,PetscBool *,void*), void *ctx); 551 552 PETSC_EXTERN PetscErrorCode SNESLineSearchGetPreCheck(SNESLineSearch, PetscErrorCode (**SNESLineSearchPreCheckFunction)(SNESLineSearch,Vec,Vec,PetscBool*,void*), void **ctx); 553 PETSC_EXTERN PetscErrorCode SNESLineSearchGetPostCheck(SNESLineSearch, PetscErrorCode (**SNESLineSearchPostCheckFunction)(SNESLineSearch,Vec,Vec,Vec,PetscBool *,PetscBool *,void*), void **ctx); 554 555 /* set the functions for VI-specific line search operations */ 556 557 PETSC_EXTERN PetscErrorCode SNESLineSearchSetVIFunctions(SNESLineSearch, SNESLineSearchVIProjectFunc, SNESLineSearchVINormFunc); 558 PETSC_EXTERN PetscErrorCode SNESLineSearchGetVIFunctions(SNESLineSearch, SNESLineSearchVIProjectFunc*, SNESLineSearchVINormFunc*); 559 560 /* pointers to the associated SNES in order to be able to get the function evaluation out */ 561 PETSC_EXTERN PetscErrorCode SNESLineSearchSetSNES(SNESLineSearch,SNES); 562 PETSC_EXTERN PetscErrorCode SNESLineSearchGetSNES(SNESLineSearch,SNES*); 563 564 /* set and get the parameters and vectors */ 565 PETSC_EXTERN PetscErrorCode SNESLineSearchGetTolerances(SNESLineSearch,PetscReal*,PetscReal*,PetscReal*,PetscReal*,PetscReal*,PetscInt*); 566 PETSC_EXTERN PetscErrorCode SNESLineSearchSetTolerances(SNESLineSearch,PetscReal,PetscReal,PetscReal,PetscReal,PetscReal,PetscInt); 567 568 PETSC_EXTERN PetscErrorCode SNESLineSearchPreCheckPicard(SNESLineSearch,Vec,Vec,PetscBool*,void*); 569 570 PETSC_EXTERN PetscErrorCode SNESLineSearchGetLambda(SNESLineSearch,PetscReal*); 571 PETSC_EXTERN PetscErrorCode SNESLineSearchSetLambda(SNESLineSearch,PetscReal); 572 573 PETSC_EXTERN PetscErrorCode SNESLineSearchGetDamping(SNESLineSearch,PetscReal*); 574 PETSC_EXTERN PetscErrorCode SNESLineSearchSetDamping(SNESLineSearch,PetscReal); 575 576 PETSC_EXTERN PetscErrorCode SNESLineSearchGetOrder(SNESLineSearch,PetscInt *order); 577 PETSC_EXTERN PetscErrorCode SNESLineSearchSetOrder(SNESLineSearch,PetscInt order); 578 579 PETSC_EXTERN PetscErrorCode SNESLineSearchGetSuccess(SNESLineSearch, PetscBool*); 580 PETSC_EXTERN PetscErrorCode SNESLineSearchSetSuccess(SNESLineSearch, PetscBool); 581 582 PETSC_EXTERN PetscErrorCode SNESLineSearchGetVecs(SNESLineSearch,Vec*,Vec*,Vec*,Vec*,Vec*); 583 PETSC_EXTERN PetscErrorCode SNESLineSearchSetVecs(SNESLineSearch,Vec,Vec,Vec,Vec,Vec); 584 585 PETSC_EXTERN PetscErrorCode SNESLineSearchGetNorms(SNESLineSearch, PetscReal *, PetscReal *, PetscReal *); 586 PETSC_EXTERN PetscErrorCode SNESLineSearchSetNorms(SNESLineSearch, PetscReal, PetscReal, PetscReal); 587 PETSC_EXTERN PetscErrorCode SNESLineSearchComputeNorms(SNESLineSearch); 588 PETSC_EXTERN PetscErrorCode SNESLineSearchSetComputeNorms(SNESLineSearch, PetscBool); 589 590 PETSC_EXTERN PetscErrorCode SNESLineSearchSetMonitor(SNESLineSearch, PetscBool); 591 PETSC_EXTERN PetscErrorCode SNESLineSearchGetMonitor(SNESLineSearch, PetscViewer*); 592 593 PETSC_EXTERN PetscErrorCode SNESLineSearchAppendOptionsPrefix(SNESLineSearch, const char prefix[]); 594 PETSC_EXTERN PetscErrorCode SNESLineSearchGetOptionsPrefix(SNESLineSearch, const char *prefix[]); 595 596 597 /* Shell interface functions */ 598 PETSC_EXTERN PetscErrorCode SNESLineSearchShellSetUserFunc(SNESLineSearch,SNESLineSearchUserFunc,void*); 599 PETSC_EXTERN PetscErrorCode SNESLineSearchShellGetUserFunc(SNESLineSearch,SNESLineSearchUserFunc*,void**); 600 601 /* BT interface functions */ 602 PETSC_EXTERN PetscErrorCode SNESLineSearchBTSetAlpha(SNESLineSearch, PetscReal); 603 PETSC_EXTERN PetscErrorCode SNESLineSearchBTGetAlpha(SNESLineSearch, PetscReal*); 604 605 /*register line search types */ 606 PETSC_EXTERN PetscErrorCode SNESLineSearchRegister(const char[],const char[],const char[],PetscErrorCode(*)(SNESLineSearch)); 607 PETSC_EXTERN PetscErrorCode SNESLineSearchRegisterAll(const char path[]); 608 PETSC_EXTERN PetscErrorCode SNESLineSearchRegisterDestroy(void); 609 610 #if defined(PETSC_USE_DYNAMIC_LIBRARIES) 611 #define SNESLineSearchRegisterDynamic(a,b,c,d) SNESLineSearchRegister(a,b,c,0) 612 #else 613 #define SNESLineSearchRegisterDynamic(a,b,c,d) SNESLineSearchRegister(a,b,c,d) 614 #endif 615 616 /* Routines for VI solver */ 617 PETSC_EXTERN PetscErrorCode SNESVISetVariableBounds(SNES,Vec,Vec); 618 PETSC_EXTERN PetscErrorCode SNESVISetComputeVariableBounds(SNES, PetscErrorCode (*)(SNES,Vec,Vec)); 619 PETSC_EXTERN PetscErrorCode SNESVIGetInactiveSet(SNES,IS*); 620 PETSC_EXTERN PetscErrorCode SNESVIGetActiveSetIS(SNES,Vec,Vec,IS*); 621 PETSC_EXTERN PetscErrorCode SNESVIComputeInactiveSetFnorm(SNES,Vec,Vec,PetscReal*); 622 PETSC_EXTERN PetscErrorCode SNESVISetRedundancyCheck(SNES,PetscErrorCode(*)(SNES,IS,IS*,void*),void*); 623 #define SNES_VI_INF 1.0e20 624 #define SNES_VI_NINF -1.0e20 625 626 PETSC_EXTERN PetscErrorCode SNESTestLocalMin(SNES); 627 628 /* Should this routine be private? */ 629 PETSC_EXTERN PetscErrorCode SNESComputeJacobian(SNES,Vec,Mat*,Mat*,MatStructure*); 630 631 PETSC_EXTERN PetscErrorCode SNESSetDM(SNES,DM); 632 PETSC_EXTERN PetscErrorCode SNESGetDM(SNES,DM*); 633 PETSC_EXTERN PetscErrorCode SNESSetPC(SNES,SNES); 634 PETSC_EXTERN PetscErrorCode SNESGetPC(SNES,SNES*); 635 PETSC_EXTERN PetscErrorCode SNESSetPCSide(SNES,PCSide); 636 PETSC_EXTERN PetscErrorCode SNESGetPCSide(SNES,PCSide*); 637 PETSC_EXTERN PetscErrorCode SNESSetSNESLineSearch(SNES,SNESLineSearch); 638 PETSC_EXTERN PetscErrorCode SNESGetSNESLineSearch(SNES,SNESLineSearch*); 639 PETSC_EXTERN PetscErrorCode SNESRestrictHookAdd(SNES,PetscErrorCode (*)(SNES,SNES,void*),void*); 640 PETSC_EXTERN PetscErrorCode SNESRestrictHooksRun(SNES,SNES); 641 642 PETSC_EXTERN PetscErrorCode SNESSetUpMatrices(SNES); 643 PETSC_EXTERN PetscErrorCode DMSNESSetFunction(DM,PetscErrorCode(*SNESFunction)(SNES,Vec,Vec,void*),void*); 644 PETSC_EXTERN PetscErrorCode DMSNESGetFunction(DM,PetscErrorCode(**SNESSetFunction)(SNES,Vec,Vec,void*),void**); 645 PETSC_EXTERN PetscErrorCode DMSNESSetGS(DM,PetscErrorCode(*SNESGSFunction)(SNES,Vec,Vec,void*),void*); 646 PETSC_EXTERN PetscErrorCode DMSNESGetGS(DM,PetscErrorCode(**SNESGSFunction)(SNES,Vec,Vec,void*),void**); 647 PETSC_EXTERN PetscErrorCode DMSNESSetJacobian(DM,PetscErrorCode(*SNESJacobianFunction)(SNES,Vec,Mat*,Mat*,MatStructure*,void*),void*); 648 PETSC_EXTERN PetscErrorCode DMSNESGetJacobian(DM,PetscErrorCode(**SNESJacobianFunction)(SNES,Vec,Mat*,Mat*,MatStructure*,void*),void**); 649 PETSC_EXTERN PetscErrorCode DMSNESSetPicard(DM,PetscErrorCode(*SNESFunction)(SNES,Vec,Vec,void*),PetscErrorCode(*SNESJacobianFunction)(SNES,Vec,Mat*,Mat*,MatStructure*,void*),void*); 650 PETSC_EXTERN PetscErrorCode DMSNESGetPicard(DM,PetscErrorCode(**SNESFunction)(SNES,Vec,Vec,void*),PetscErrorCode(**SNESJacobianFunction)(SNES,Vec,Mat*,Mat*,MatStructure*,void*),void**); 651 PETSC_EXTERN PetscErrorCode DMSNESSetObjective(DM,PetscErrorCode (*SNESObjectiveFunction)(SNES,Vec,PetscReal *,void*),void*); 652 PETSC_EXTERN PetscErrorCode DMSNESGetObjective(DM,PetscErrorCode (**SNESObjectiveFunction)(SNES,Vec,PetscReal *,void*),void**); 653 654 PETSC_EXTERN_TYPEDEF typedef PetscErrorCode (*DMDASNESFunction)(DMDALocalInfo*,void*,void*,void*); 655 PETSC_EXTERN_TYPEDEF typedef PetscErrorCode (*DMDASNESJacobian)(DMDALocalInfo*,void*,Mat,Mat,MatStructure*,void*); 656 PETSC_EXTERN_TYPEDEF typedef PetscErrorCode (*DMDASNESObjective)(DMDALocalInfo*,void*,PetscReal*,void*); 657 658 PETSC_EXTERN PetscErrorCode DMDASNESSetFunctionLocal(DM,InsertMode,DMDASNESFunction,void*); 659 PETSC_EXTERN PetscErrorCode DMDASNESSetJacobianLocal(DM,DMDASNESJacobian,void*); 660 PETSC_EXTERN PetscErrorCode DMDASNESSetObjectiveLocal(DM,DMDASNESObjective,void*); 661 PETSC_EXTERN PetscErrorCode DMDASNESSetPicardLocal(DM,InsertMode,PetscErrorCode (*)(DMDALocalInfo*,void*,void*,void*),PetscErrorCode (*)(DMDALocalInfo*,void*,Mat,Mat,MatStructure*,void*),void*); 662 663 PETSC_EXTERN PetscErrorCode DMSNESSetFunctionLocal(DM,PetscErrorCode (*)(DM,Vec,Vec,void*),void*); 664 PETSC_EXTERN PetscErrorCode DMSNESSetJacobianLocal(DM,PetscErrorCode (*)(DM,Vec,Mat,Mat,MatStructure*,void*),void*); 665 666 /* Routines for Multiblock solver */ 667 PETSC_EXTERN PetscErrorCode SNESMultiblockSetFields(SNES, const char [], PetscInt, const PetscInt *); 668 PETSC_EXTERN PetscErrorCode SNESMultiblockSetIS(SNES, const char [], IS); 669 PETSC_EXTERN PetscErrorCode SNESMultiblockSetBlockSize(SNES, PetscInt); 670 PETSC_EXTERN PetscErrorCode SNESMultiblockSetType(SNES, PCCompositeType); 671 672 /*J 673 SNESMSType - String with the name of a PETSc SNESMS method. 674 675 Level: intermediate 676 677 .seealso: SNESMSSetType(), SNES 678 J*/ 679 typedef const char* SNESMSType; 680 #define SNESMSM62 "m62" 681 #define SNESMSEULER "euler" 682 #define SNESMSJAMESON83 "jameson83" 683 #define SNESMSVLTP21 "vltp21" 684 #define SNESMSVLTP31 "vltp31" 685 #define SNESMSVLTP41 "vltp41" 686 #define SNESMSVLTP51 "vltp51" 687 #define SNESMSVLTP61 "vltp61" 688 689 PETSC_EXTERN PetscErrorCode SNESMSRegister(SNESMSType,PetscInt,PetscInt,PetscReal,const PetscReal[],const PetscReal[],const PetscReal[]); 690 PETSC_EXTERN PetscErrorCode SNESMSSetType(SNES,SNESMSType); 691 PETSC_EXTERN PetscErrorCode SNESMSFinalizePackage(void); 692 PETSC_EXTERN PetscErrorCode SNESMSInitializePackage(const char path[]); 693 PETSC_EXTERN PetscErrorCode SNESMSRegisterDestroy(void); 694 PETSC_EXTERN PetscErrorCode SNESMSRegisterAll(void); 695 696 /* routines for NGMRES solver */ 697 698 typedef enum { 699 SNES_NGMRES_RESTART_NONE = 0, 700 SNES_NGMRES_RESTART_PERIODIC = 1, 701 SNES_NGMRES_RESTART_DIFFERENCE = 2} SNESNGMRESRestartType; 702 PETSC_EXTERN const char *const SNESNGMRESRestartTypes[]; 703 704 typedef enum { 705 SNES_NGMRES_SELECT_NONE = 0, 706 SNES_NGMRES_SELECT_DIFFERENCE = 1, 707 SNES_NGMRES_SELECT_LINESEARCH = 2} SNESNGMRESSelectType; 708 PETSC_EXTERN const char *const SNESNGMRESSelectTypes[]; 709 710 PETSC_EXTERN PetscErrorCode SNESNGMRESSetRestartType(SNES, SNESNGMRESRestartType); 711 PETSC_EXTERN PetscErrorCode SNESNGMRESSetSelectType(SNES, SNESNGMRESSelectType); 712 713 /* routines for NCG solver */ 714 715 typedef enum { 716 SNES_NCG_FR = 0, 717 SNES_NCG_PRP = 1, 718 SNES_NCG_HS = 2, 719 SNES_NCG_DY = 3, 720 SNES_NCG_CD = 4} SNESNCGType; 721 PETSC_EXTERN const char *const SNESNCGTypes[]; 722 723 PETSC_EXTERN PetscErrorCode SNESNCGSetType(SNES, SNESNCGType); 724 725 typedef enum {SNES_QN_SCALE_NONE = 0, 726 SNES_QN_SCALE_SHANNO = 1, 727 SNES_QN_SCALE_LINESEARCH = 2, 728 SNES_QN_SCALE_JACOBIAN = 3} SNESQNScaleType; 729 PETSC_EXTERN const char *const SNESQNScaleTypes[]; 730 typedef enum {SNES_QN_RESTART_NONE = 0, 731 SNES_QN_RESTART_POWELL = 1, 732 SNES_QN_RESTART_PERIODIC = 2} SNESQNRestartType; 733 PETSC_EXTERN const char *const SNESQNRestartTypes[]; 734 735 PETSC_EXTERN PetscErrorCode SNESQNSetScaleType(SNES, SNESQNScaleType); 736 PETSC_EXTERN PetscErrorCode SNESQNSetRestartType(SNES, SNESQNRestartType); 737 738 739 #endif 740