xref: /petsc/include/petscksp.h (revision 84df9cb40eca90ea9b18a456fab7a4ecc7f6c1a4)
1 /*
2    Defines the interface functions for the Krylov subspace accelerators.
3 */
4 #ifndef __PETSCKSP_H
5 #define __PETSCKSP_H
6 #include "petscpc.h"
7 PETSC_EXTERN_CXX_BEGIN
8 
9 extern PetscErrorCode  KSPInitializePackage(const char[]);
10 
11 /*S
12      KSP - Abstract PETSc object that manages all Krylov methods
13 
14    Level: beginner
15 
16   Concepts: Krylov methods
17 
18 .seealso:  KSPCreate(), KSPSetType(), KSPType, SNES, TS, PC, KSP
19 S*/
20 typedef struct _p_KSP*     KSP;
21 
22 /*J
23     KSPType - String with the name of a PETSc Krylov method or the creation function
24        with an optional dynamic library name, for example
25        http://www.mcs.anl.gov/petsc/lib.a:mykspcreate()
26 
27    Level: beginner
28 
29 .seealso: KSPSetType(), KSP
30 J*/
31 #define KSPType char*
32 #define KSPRICHARDSON "richardson"
33 #define KSPCHEBYCHEV  "chebychev"
34 #define KSPCG         "cg"
35 #define   KSPCGNE       "cgne"
36 #define   KSPNASH       "nash"
37 #define   KSPSTCG       "stcg"
38 #define   KSPGLTR       "gltr"
39 #define KSPGMRES      "gmres"
40 #define   KSPFGMRES     "fgmres"
41 #define   KSPLGMRES     "lgmres"
42 #define   KSPDGMRES     "dgmres"
43 #define KSPTCQMR      "tcqmr"
44 #define KSPBCGS       "bcgs"
45 #define KSPIBCGS        "ibcgs"
46 #define KSPBCGSL        "bcgsl"
47 #define KSPCGS        "cgs"
48 #define KSPTFQMR      "tfqmr"
49 #define KSPCR         "cr"
50 #define KSPLSQR       "lsqr"
51 #define KSPPREONLY    "preonly"
52 #define KSPQCG        "qcg"
53 #define KSPBICG       "bicg"
54 #define KSPMINRES     "minres"
55 #define KSPSYMMLQ     "symmlq"
56 #define KSPLCD        "lcd"
57 #define KSPPYTHON     "python"
58 #define KSPBROYDEN    "broyden"
59 #define KSPGCR        "gcr"
60 #define KSPNGMRES     "ngmres"
61 #define KSPSPECEST    "specest"
62 
63 /* Logging support */
64 extern PetscClassId  KSP_CLASSID;
65 
66 extern PetscErrorCode  KSPCreate(MPI_Comm,KSP *);
67 extern PetscErrorCode  KSPSetType(KSP,const KSPType);
68 extern PetscErrorCode  KSPSetUp(KSP);
69 extern PetscErrorCode  KSPSetUpOnBlocks(KSP);
70 extern PetscErrorCode  KSPSolve(KSP,Vec,Vec);
71 extern PetscErrorCode  KSPSolveTranspose(KSP,Vec,Vec);
72 extern PetscErrorCode  KSPReset(KSP);
73 extern PetscErrorCode  KSPDestroy(KSP*);
74 
75 extern PetscFList KSPList;
76 extern PetscBool  KSPRegisterAllCalled;
77 extern PetscErrorCode  KSPRegisterAll(const char[]);
78 extern PetscErrorCode  KSPRegisterDestroy(void);
79 extern PetscErrorCode  KSPRegister(const char[],const char[],const char[],PetscErrorCode (*)(KSP));
80 
81 /*MC
82    KSPRegisterDynamic - Adds a method to the Krylov subspace solver package.
83 
84    Synopsis:
85    PetscErrorCode KSPRegisterDynamic(const char *name_solver,const char *path,const char *name_create,PetscErrorCode (*routine_create)(KSP))
86 
87    Not Collective
88 
89    Input Parameters:
90 +  name_solver - name of a new user-defined solver
91 .  path - path (either absolute or relative) the library containing this solver
92 .  name_create - name of routine to create method context
93 -  routine_create - routine to create method context
94 
95    Notes:
96    KSPRegisterDynamic() may be called multiple times to add several user-defined solvers.
97 
98    If dynamic libraries are used, then the fourth input argument (routine_create)
99    is ignored.
100 
101    Sample usage:
102 .vb
103    KSPRegisterDynamic("my_solver",/home/username/my_lib/lib/libO/solaris/mylib.a,
104                "MySolverCreate",MySolverCreate);
105 .ve
106 
107    Then, your solver can be chosen with the procedural interface via
108 $     KSPSetType(ksp,"my_solver")
109    or at runtime via the option
110 $     -ksp_type my_solver
111 
112    Level: advanced
113 
114    Notes: Environmental variables such as ${PETSC_ARCH}, ${PETSC_DIR}, ${PETSC_LIB_DIR},
115           and others of the form ${any_environmental_variable} occuring in pathname will be
116           replaced with appropriate values.
117          If your function is not being put into a shared library then use KSPRegister() instead
118 
119 .keywords: KSP, register
120 
121 .seealso: KSPRegisterAll(), KSPRegisterDestroy()
122 
123 M*/
124 #if defined(PETSC_USE_DYNAMIC_LIBRARIES)
125 #define KSPRegisterDynamic(a,b,c,d) KSPRegister(a,b,c,0)
126 #else
127 #define KSPRegisterDynamic(a,b,c,d) KSPRegister(a,b,c,d)
128 #endif
129 
130 extern PetscErrorCode  KSPGetType(KSP,const KSPType *);
131 extern PetscErrorCode  KSPSetPCSide(KSP,PCSide);
132 extern PetscErrorCode  KSPGetPCSide(KSP,PCSide*);
133 extern PetscErrorCode  KSPGetTolerances(KSP,PetscReal*,PetscReal*,PetscReal*,PetscInt*);
134 extern PetscErrorCode  KSPSetTolerances(KSP,PetscReal,PetscReal,PetscReal,PetscInt);
135 extern PetscErrorCode  KSPSetInitialGuessNonzero(KSP,PetscBool );
136 extern PetscErrorCode  KSPGetInitialGuessNonzero(KSP,PetscBool  *);
137 extern PetscErrorCode  KSPSetInitialGuessKnoll(KSP,PetscBool );
138 extern PetscErrorCode  KSPGetInitialGuessKnoll(KSP,PetscBool *);
139 extern PetscErrorCode  KSPSetErrorIfNotConverged(KSP,PetscBool );
140 extern PetscErrorCode  KSPGetErrorIfNotConverged(KSP,PetscBool  *);
141 extern PetscErrorCode  KSPGetComputeEigenvalues(KSP,PetscBool *);
142 extern PetscErrorCode  KSPSetComputeEigenvalues(KSP,PetscBool );
143 extern PetscErrorCode  KSPGetComputeSingularValues(KSP,PetscBool *);
144 extern PetscErrorCode  KSPSetComputeSingularValues(KSP,PetscBool );
145 extern PetscErrorCode  KSPGetRhs(KSP,Vec *);
146 extern PetscErrorCode  KSPGetSolution(KSP,Vec *);
147 extern PetscErrorCode  KSPGetResidualNorm(KSP,PetscReal*);
148 extern PetscErrorCode  KSPGetIterationNumber(KSP,PetscInt*);
149 extern PetscErrorCode  KSPSetNullSpace(KSP,MatNullSpace);
150 extern PetscErrorCode  KSPGetNullSpace(KSP,MatNullSpace*);
151 extern PetscErrorCode  KSPGetVecs(KSP,PetscInt,Vec**,PetscInt,Vec**);
152 
153 extern PetscErrorCode  KSPSetPC(KSP,PC);
154 extern PetscErrorCode  KSPGetPC(KSP,PC*);
155 
156 extern PetscErrorCode  KSPMonitor(KSP,PetscInt,PetscReal);
157 extern PetscErrorCode  KSPMonitorSet(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,void*),void *,PetscErrorCode (*)(void**));
158 extern PetscErrorCode  KSPMonitorCancel(KSP);
159 extern PetscErrorCode  KSPGetMonitorContext(KSP,void **);
160 extern PetscErrorCode  KSPGetResidualHistory(KSP,PetscReal*[],PetscInt *);
161 extern PetscErrorCode  KSPSetResidualHistory(KSP,PetscReal[],PetscInt,PetscBool );
162 
163 /* not sure where to put this */
164 extern PetscErrorCode  PCKSPGetKSP(PC,KSP*);
165 extern PetscErrorCode  PCBJacobiGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
166 extern PetscErrorCode  PCASMGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
167 extern PetscErrorCode  PCGASMGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
168 extern PetscErrorCode  PCFieldSplitGetSubKSP(PC,PetscInt*,KSP*[]);
169 
170 extern PetscErrorCode  PCGalerkinGetKSP(PC,KSP *);
171 
172 extern PetscErrorCode  KSPBuildSolution(KSP,Vec,Vec *);
173 extern PetscErrorCode  KSPBuildResidual(KSP,Vec,Vec,Vec *);
174 
175 extern PetscErrorCode  KSPRichardsonSetScale(KSP,PetscReal);
176 extern PetscErrorCode  KSPRichardsonSetSelfScale(KSP,PetscBool );
177 extern PetscErrorCode  KSPChebychevSetEigenvalues(KSP,PetscReal,PetscReal);
178 extern PetscErrorCode  KSPChebychevSetEstimateEigenvalues(KSP,PetscReal,PetscReal,PetscReal,PetscReal);
179 extern PetscErrorCode  KSPComputeExtremeSingularValues(KSP,PetscReal*,PetscReal*);
180 extern PetscErrorCode  KSPComputeEigenvalues(KSP,PetscInt,PetscReal*,PetscReal*,PetscInt *);
181 extern PetscErrorCode  KSPComputeEigenvaluesExplicitly(KSP,PetscInt,PetscReal*,PetscReal*);
182 
183 extern PetscErrorCode  KSPGMRESSetRestart(KSP, PetscInt);
184 extern PetscErrorCode  KSPGMRESGetRestart(KSP, PetscInt*);
185 extern PetscErrorCode  KSPGMRESSetHapTol(KSP,PetscReal);
186 
187 extern PetscErrorCode  KSPGMRESSetPreAllocateVectors(KSP);
188 extern PetscErrorCode  KSPGMRESSetOrthogonalization(KSP,PetscErrorCode (*)(KSP,PetscInt));
189 extern PetscErrorCode  KSPGMRESGetOrthogonalization(KSP,PetscErrorCode (**)(KSP,PetscInt));
190 extern PetscErrorCode  KSPGMRESModifiedGramSchmidtOrthogonalization(KSP,PetscInt);
191 extern PetscErrorCode  KSPGMRESClassicalGramSchmidtOrthogonalization(KSP,PetscInt);
192 
193 extern PetscErrorCode  KSPLGMRESSetAugDim(KSP,PetscInt);
194 extern PetscErrorCode  KSPLGMRESSetConstant(KSP);
195 
196 extern PetscErrorCode  KSPGCRSetRestart(KSP,PetscInt);
197 extern PetscErrorCode  KSPGCRGetRestart(KSP,PetscInt*);
198 extern PetscErrorCode  KSPGCRSetModifyPC(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,void*),void*,PetscErrorCode(*)(void*));
199 
200 /*E
201     KSPGMRESCGSRefinementType - How the classical (unmodified) Gram-Schmidt is performed.
202 
203    Level: advanced
204 
205 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
206           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSPGMRESModifiedGramSchmidtOrthogonalization()
207 
208 E*/
209 typedef enum {KSP_GMRES_CGS_REFINE_NEVER, KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS} KSPGMRESCGSRefinementType;
210 extern const char *KSPGMRESCGSRefinementTypes[];
211 /*MC
212     KSP_GMRES_CGS_REFINE_NEVER - Just do the classical (unmodified) Gram-Schmidt process
213 
214    Level: advanced
215 
216    Note: Possible unstable, but the fastest to compute
217 
218 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
219           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS,
220           KSPGMRESModifiedGramSchmidtOrthogonalization()
221 M*/
222 
223 /*MC
224     KSP_GMRES_CGS_REFINE_IFNEEDED - Do the classical (unmodified) Gram-Schmidt process and one step of
225           iterative refinement if an estimate of the orthogonality of the resulting vectors indicates
226           poor orthogonality.
227 
228    Level: advanced
229 
230    Note: This is slower than KSP_GMRES_CGS_REFINE_NEVER because it requires an extra norm computation to
231      estimate the orthogonality but is more stable.
232 
233 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
234           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_NEVER, KSP_GMRES_CGS_REFINE_ALWAYS,
235           KSPGMRESModifiedGramSchmidtOrthogonalization()
236 M*/
237 
238 /*MC
239     KSP_GMRES_CGS_REFINE_NEVER - Do two steps of the classical (unmodified) Gram-Schmidt process.
240 
241    Level: advanced
242 
243    Note: This is roughly twice the cost of KSP_GMRES_CGS_REFINE_NEVER because it performs the process twice
244      but it saves the extra norm calculation needed by KSP_GMRES_CGS_REFINE_IFNEEDED.
245 
246         You should only use this if you absolutely know that the iterative refinement is needed.
247 
248 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
249           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS,
250           KSPGMRESModifiedGramSchmidtOrthogonalization()
251 M*/
252 
253 extern PetscErrorCode  KSPGMRESSetCGSRefinementType(KSP,KSPGMRESCGSRefinementType);
254 extern PetscErrorCode  KSPGMRESGetCGSRefinementType(KSP,KSPGMRESCGSRefinementType*);
255 
256 extern PetscErrorCode  KSPFGMRESModifyPCNoChange(KSP,PetscInt,PetscInt,PetscReal,void*);
257 extern PetscErrorCode  KSPFGMRESModifyPCKSP(KSP,PetscInt,PetscInt,PetscReal,void*);
258 extern PetscErrorCode  KSPFGMRESSetModifyPC(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscInt,PetscReal,void*),void*,PetscErrorCode(*)(void*));
259 
260 extern PetscErrorCode  KSPQCGSetTrustRegionRadius(KSP,PetscReal);
261 extern PetscErrorCode  KSPQCGGetQuadratic(KSP,PetscReal*);
262 extern PetscErrorCode  KSPQCGGetTrialStepNorm(KSP,PetscReal*);
263 
264 extern PetscErrorCode  KSPBCGSLSetXRes(KSP,PetscReal);
265 extern PetscErrorCode  KSPBCGSLSetPol(KSP,PetscBool );
266 extern PetscErrorCode  KSPBCGSLSetEll(KSP,PetscInt);
267 
268 extern PetscErrorCode  KSPSetFromOptions(KSP);
269 extern PetscErrorCode  KSPAddOptionsChecker(PetscErrorCode (*)(KSP));
270 
271 extern PetscErrorCode  KSPMonitorSingularValue(KSP,PetscInt,PetscReal,void *);
272 extern PetscErrorCode  KSPMonitorDefault(KSP,PetscInt,PetscReal,void *);
273 extern PetscErrorCode  KSPMonitorDefaultLSQR(KSP,PetscInt,PetscReal,void *);
274 extern PetscErrorCode  KSPMonitorRange(KSP,PetscInt,PetscReal,void *);
275 extern PetscErrorCode  KSPMonitorTrueResidualNorm(KSP,PetscInt,PetscReal,void *);
276 extern PetscErrorCode  KSPMonitorDefaultShort(KSP,PetscInt,PetscReal,void *);
277 extern PetscErrorCode  KSPMonitorSolution(KSP,PetscInt,PetscReal,void *);
278 extern PetscErrorCode  KSPGMRESMonitorKrylov(KSP,PetscInt,PetscReal,void *);
279 
280 extern PetscErrorCode  KSPUnwindPreconditioner(KSP,Vec,Vec);
281 extern PetscErrorCode  KSPDefaultBuildSolution(KSP,Vec,Vec*);
282 extern PetscErrorCode  KSPDefaultBuildResidual(KSP,Vec,Vec,Vec *);
283 extern PetscErrorCode  KSPInitialResidual(KSP,Vec,Vec,Vec,Vec,Vec);
284 
285 extern PetscErrorCode  KSPSetOperators(KSP,Mat,Mat,MatStructure);
286 extern PetscErrorCode  KSPGetOperators(KSP,Mat*,Mat*,MatStructure*);
287 extern PetscErrorCode  KSPGetOperatorsSet(KSP,PetscBool *,PetscBool *);
288 extern PetscErrorCode  KSPSetOptionsPrefix(KSP,const char[]);
289 extern PetscErrorCode  KSPAppendOptionsPrefix(KSP,const char[]);
290 extern PetscErrorCode  KSPGetOptionsPrefix(KSP,const char*[]);
291 
292 extern PetscErrorCode  KSPSetDiagonalScale(KSP,PetscBool );
293 extern PetscErrorCode  KSPGetDiagonalScale(KSP,PetscBool *);
294 extern PetscErrorCode  KSPSetDiagonalScaleFix(KSP,PetscBool );
295 extern PetscErrorCode  KSPGetDiagonalScaleFix(KSP,PetscBool *);
296 
297 extern PetscErrorCode  KSPView(KSP,PetscViewer);
298 
299 extern PetscErrorCode  KSPLSQRSetStandardErrorVec(KSP,Vec);
300 extern PetscErrorCode  KSPLSQRGetStandardErrorVec(KSP,Vec*);
301 
302 extern PetscErrorCode  PCRedundantGetKSP(PC,KSP*);
303 extern PetscErrorCode  PCRedistributeGetKSP(PC,KSP*);
304 
305 /*E
306     KSPNormType - Norm that is passed in the Krylov convergence
307        test routines.
308 
309    Level: advanced
310 
311    Each solver only supports a subset of these and some may support different ones
312    depending on left or right preconditioning, see KSPSetPCSide()
313 
314    Notes: this must match finclude/petscksp.h
315 
316 .seealso: KSPSolve(), KSPGetConvergedReason(), KSPSetNormType(),
317           KSPSetConvergenceTest(), KSPSetPCSide()
318 E*/
319 typedef enum {KSP_NORM_DEFAULT = -1,KSP_NORM_NONE = 0,KSP_NORM_PRECONDITIONED = 1,KSP_NORM_UNPRECONDITIONED = 2,KSP_NORM_NATURAL = 3} KSPNormType;
320 #define KSP_NORM_MAX (KSP_NORM_NATURAL + 1)
321 extern const char *const*const KSPNormTypes;
322 
323 /*MC
324     KSP_NORM_NONE - Do not compute a norm during the Krylov process. This will
325           possibly save some computation but means the convergence test cannot
326           be based on a norm of a residual etc.
327 
328    Level: advanced
329 
330     Note: Some Krylov methods need to compute a residual norm and then this option is ignored
331 
332 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_PRECONDITIONED, KSP_NORM_UNPRECONDITIONED, KSP_NORM_NATURAL
333 M*/
334 
335 /*MC
336     KSP_NORM_PRECONDITIONED - Compute the norm of the preconditioned residual and pass that to the
337        convergence test routine.
338 
339    Level: advanced
340 
341 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_NONE, KSP_NORM_UNPRECONDITIONED, KSP_NORM_NATURAL, KSPSetConvergenceTest()
342 M*/
343 
344 /*MC
345     KSP_NORM_UNPRECONDITIONED - Compute the norm of the true residual (b - A*x) and pass that to the
346        convergence test routine.
347 
348    Level: advanced
349 
350 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_NONE, KSP_NORM_PRECONDITIONED, KSP_NORM_NATURAL, KSPSetConvergenceTest()
351 M*/
352 
353 /*MC
354     KSP_NORM_NATURAL - Compute the 'natural norm' of residual sqrt((b - A*x)*B*(b - A*x)) and pass that to the
355        convergence test routine. This is only supported by  KSPCG, KSPCR, KSPCGNE, KSPCGS
356 
357    Level: advanced
358 
359 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_NONE, KSP_NORM_PRECONDITIONED, KSP_NORM_UNPRECONDITIONED, KSPSetConvergenceTest()
360 M*/
361 
362 extern PetscErrorCode  KSPSetNormType(KSP,KSPNormType);
363 extern PetscErrorCode  KSPGetNormType(KSP,KSPNormType*);
364 extern PetscErrorCode  KSPSetSupportedNorm(KSP ksp,KSPNormType,PCSide,PetscInt);
365 extern PetscErrorCode  KSPSetCheckNormIteration(KSP,PetscInt);
366 extern PetscErrorCode  KSPSetLagNorm(KSP,PetscBool );
367 
368 /*E
369     KSPConvergedReason - reason a Krylov method was said to
370          have converged or diverged
371 
372    Level: beginner
373 
374    Notes: See KSPGetConvergedReason() for explanation of each value
375 
376    Developer notes: this must match finclude/petscksp.h
377 
378       The string versions of these are KSPConvergedReasons; if you change
379       any of the values here also change them that array of names.
380 
381 .seealso: KSPSolve(), KSPGetConvergedReason(), KSPSetTolerances()
382 E*/
383 typedef enum {/* converged */
384               KSP_CONVERGED_RTOL_NORMAL        =  1,
385               KSP_CONVERGED_ATOL_NORMAL        =  9,
386               KSP_CONVERGED_RTOL               =  2,
387               KSP_CONVERGED_ATOL               =  3,
388               KSP_CONVERGED_ITS                =  4,
389               KSP_CONVERGED_CG_NEG_CURVE       =  5,
390               KSP_CONVERGED_CG_CONSTRAINED     =  6,
391               KSP_CONVERGED_STEP_LENGTH        =  7,
392               KSP_CONVERGED_HAPPY_BREAKDOWN    =  8,
393               /* diverged */
394               KSP_DIVERGED_NULL                = -2,
395               KSP_DIVERGED_ITS                 = -3,
396               KSP_DIVERGED_DTOL                = -4,
397               KSP_DIVERGED_BREAKDOWN           = -5,
398               KSP_DIVERGED_BREAKDOWN_BICG      = -6,
399               KSP_DIVERGED_NONSYMMETRIC        = -7,
400               KSP_DIVERGED_INDEFINITE_PC       = -8,
401               KSP_DIVERGED_NAN                 = -9,
402               KSP_DIVERGED_INDEFINITE_MAT      = -10,
403 
404               KSP_CONVERGED_ITERATING          =  0} KSPConvergedReason;
405 extern const char *const*KSPConvergedReasons;
406 
407 /*MC
408      KSP_CONVERGED_RTOL - norm(r) <= rtol*norm(b)
409 
410    Level: beginner
411 
412    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
413        for left preconditioning it is the 2-norm of the preconditioned residual, and the
414        2-norm of the residual for right preconditioning
415 
416 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
417 
418 M*/
419 
420 /*MC
421      KSP_CONVERGED_ATOL - norm(r) <= atol
422 
423    Level: beginner
424 
425    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
426        for left preconditioning it is the 2-norm of the preconditioned residual, and the
427        2-norm of the residual for right preconditioning
428 
429    Level: beginner
430 
431 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
432 
433 M*/
434 
435 /*MC
436      KSP_DIVERGED_DTOL - norm(r) >= dtol*norm(b)
437 
438    Level: beginner
439 
440    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
441        for left preconditioning it is the 2-norm of the preconditioned residual, and the
442        2-norm of the residual for right preconditioning
443 
444    Level: beginner
445 
446 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
447 
448 M*/
449 
450 /*MC
451      KSP_DIVERGED_ITS - Ran out of iterations before any convergence criteria was
452       reached
453 
454    Level: beginner
455 
456 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
457 
458 M*/
459 
460 /*MC
461      KSP_CONVERGED_ITS - Used by the KSPPREONLY solver after the single iteration of
462            the preconditioner is applied. Also used when the KSPSkipConverged() convergence
463            test routine is set in KSP.
464 
465 
466    Level: beginner
467 
468 
469 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
470 
471 M*/
472 
473 /*MC
474      KSP_DIVERGED_BREAKDOWN - A breakdown in the Krylov method was detected so the
475           method could not continue to enlarge the Krylov space. Could be due to a singlular matrix or
476           preconditioner.
477 
478    Level: beginner
479 
480 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
481 
482 M*/
483 
484 /*MC
485      KSP_DIVERGED_BREAKDOWN_BICG - A breakdown in the KSPBICG method was detected so the
486           method could not continue to enlarge the Krylov space.
487 
488 
489    Level: beginner
490 
491 
492 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
493 
494 M*/
495 
496 /*MC
497      KSP_DIVERGED_NONSYMMETRIC - It appears the operator or preconditioner is not
498         symmetric and this Krylov method (KSPCG, KSPMINRES, KSPCR) requires symmetry
499 
500    Level: beginner
501 
502 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
503 
504 M*/
505 
506 /*MC
507      KSP_DIVERGED_INDEFINITE_PC - It appears the preconditioner is indefinite (has both
508         positive and negative eigenvalues) and this Krylov method (KSPCG) requires it to
509         be positive definite
510 
511    Level: beginner
512 
513      Notes: This can happen with the PCICC preconditioner, use -pc_factor_shift_positive_definite to force
514   the PCICC preconditioner to generate a positive definite preconditioner
515 
516 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
517 
518 M*/
519 
520 /*MC
521      KSP_CONVERGED_ITERATING - This flag is returned if you call KSPGetConvergedReason()
522         while the KSPSolve() is still running.
523 
524    Level: beginner
525 
526 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
527 
528 M*/
529 
530 extern PetscErrorCode  KSPSetConvergenceTest(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,KSPConvergedReason*,void*),void *,PetscErrorCode (*)(void*));
531 extern PetscErrorCode  KSPGetConvergenceContext(KSP,void **);
532 extern PetscErrorCode  KSPDefaultConverged(KSP,PetscInt,PetscReal,KSPConvergedReason*,void *);
533 extern PetscErrorCode  KSPConvergedLSQR(KSP,PetscInt,PetscReal,KSPConvergedReason*,void *);
534 extern PetscErrorCode  KSPDefaultConvergedDestroy(void *);
535 extern PetscErrorCode  KSPDefaultConvergedCreate(void **);
536 extern PetscErrorCode  KSPDefaultConvergedSetUIRNorm(KSP);
537 extern PetscErrorCode  KSPDefaultConvergedSetUMIRNorm(KSP);
538 extern PetscErrorCode  KSPSkipConverged(KSP,PetscInt,PetscReal,KSPConvergedReason*,void *);
539 extern PetscErrorCode  KSPGetConvergedReason(KSP,KSPConvergedReason *);
540 
541 extern PetscErrorCode  KSPComputeExplicitOperator(KSP,Mat *);
542 
543 /*E
544     KSPCGType - Determines what type of CG to use
545 
546    Level: beginner
547 
548 .seealso: KSPCGSetType()
549 E*/
550 typedef enum {KSP_CG_SYMMETRIC=0,KSP_CG_HERMITIAN=1} KSPCGType;
551 extern const char *KSPCGTypes[];
552 
553 extern PetscErrorCode  KSPCGSetType(KSP,KSPCGType);
554 extern PetscErrorCode  KSPCGUseSingleReduction(KSP,PetscBool );
555 
556 extern PetscErrorCode  KSPNASHSetRadius(KSP,PetscReal);
557 extern PetscErrorCode  KSPNASHGetNormD(KSP,PetscReal *);
558 extern PetscErrorCode  KSPNASHGetObjFcn(KSP,PetscReal *);
559 
560 extern PetscErrorCode  KSPSTCGSetRadius(KSP,PetscReal);
561 extern PetscErrorCode  KSPSTCGGetNormD(KSP,PetscReal *);
562 extern PetscErrorCode  KSPSTCGGetObjFcn(KSP,PetscReal *);
563 
564 extern PetscErrorCode  KSPGLTRSetRadius(KSP,PetscReal);
565 extern PetscErrorCode  KSPGLTRGetNormD(KSP,PetscReal *);
566 extern PetscErrorCode  KSPGLTRGetObjFcn(KSP,PetscReal *);
567 extern PetscErrorCode  KSPGLTRGetMinEig(KSP,PetscReal *);
568 extern PetscErrorCode  KSPGLTRGetLambda(KSP,PetscReal *);
569 
570 extern PetscErrorCode  KSPPythonSetType(KSP,const char[]);
571 
572 extern PetscErrorCode  PCPreSolve(PC,KSP);
573 extern PetscErrorCode  PCPostSolve(PC,KSP);
574 
575 extern PetscErrorCode  KSPMonitorLGCreate(const char[],const char[],int,int,int,int,PetscDrawLG*);
576 extern PetscErrorCode  KSPMonitorLG(KSP,PetscInt,PetscReal,void*);
577 extern PetscErrorCode  KSPMonitorLGDestroy(PetscDrawLG*);
578 extern PetscErrorCode  KSPMonitorLGTrueResidualNormCreate(MPI_Comm,const char[],const char[],int,int,int,int,PetscDrawLG*);
579 extern PetscErrorCode  KSPMonitorLGTrueResidualNorm(KSP,PetscInt,PetscReal,void*);
580 extern PetscErrorCode  KSPMonitorLGTrueResidualNormDestroy(PetscDrawLG*);
581 extern PetscErrorCode  KSPMonitorLGRangeCreate(const char[],const char[],int,int,int,int,PetscDrawLG*);
582 extern PetscErrorCode  KSPMonitorLGRange(KSP,PetscInt,PetscReal,void*);
583 extern PetscErrorCode  KSPMonitorLGRangeDestroy(PetscDrawLG*);
584 
585 extern PetscErrorCode  PCShellSetPreSolve(PC,PetscErrorCode (*)(PC,KSP,Vec,Vec));
586 extern PetscErrorCode  PCShellSetPostSolve(PC,PetscErrorCode (*)(PC,KSP,Vec,Vec));
587 
588 /* see src/ksp/ksp/interface/iguess.c */
589 typedef struct _p_KSPFischerGuess {PetscInt method,curl,maxl,refcnt;PetscBool  monitor;Mat mat; KSP ksp;}* KSPFischerGuess;
590 
591 extern PetscErrorCode  KSPFischerGuessCreate(KSP,PetscInt,PetscInt,KSPFischerGuess*);
592 extern PetscErrorCode  KSPFischerGuessDestroy(KSPFischerGuess*);
593 extern PetscErrorCode  KSPFischerGuessReset(KSPFischerGuess);
594 extern PetscErrorCode  KSPFischerGuessUpdate(KSPFischerGuess,Vec);
595 extern PetscErrorCode  KSPFischerGuessFormGuess(KSPFischerGuess,Vec,Vec);
596 extern PetscErrorCode  KSPFischerGuessSetFromOptions(KSPFischerGuess);
597 
598 extern PetscErrorCode  KSPSetUseFischerGuess(KSP,PetscInt,PetscInt);
599 extern PetscErrorCode  KSPSetFischerGuess(KSP,KSPFischerGuess);
600 extern PetscErrorCode  KSPGetFischerGuess(KSP,KSPFischerGuess*);
601 
602 extern PetscErrorCode  MatCreateSchurComplement(Mat,Mat,Mat,Mat,Mat,Mat*);
603 extern PetscErrorCode  MatSchurComplementGetKSP(Mat,KSP*);
604 extern PetscErrorCode  MatSchurComplementUpdate(Mat,Mat,Mat,Mat,Mat,Mat,MatStructure);
605 extern PetscErrorCode  MatSchurComplementGetSubmatrices(Mat,Mat*,Mat*,Mat*,Mat*,Mat*);
606 extern PetscErrorCode  MatGetSchurComplement(Mat,IS,IS,IS,IS,MatReuse,Mat *,MatReuse,Mat *);
607 
608 extern PetscErrorCode  MatGetSchurComplement_Basic(Mat mat,IS isrow0,IS iscol0,IS isrow1,IS iscol1,MatReuse mreuse,Mat *newmat,MatReuse preuse,Mat *newpmat);
609 
610 extern PetscErrorCode  KSPSetDM(KSP,DM);
611 extern PetscErrorCode  KSPSetDMActive(KSP,PetscBool );
612 extern PetscErrorCode  KSPGetDM(KSP,DM*);
613 extern PetscErrorCode  KSPSetApplicationContext(KSP,void*);
614 extern PetscErrorCode  KSPGetApplicationContext(KSP,void*);
615 
616 PETSC_EXTERN_CXX_END
617 #endif
618