xref: /petsc/include/petscksp.h (revision e383bbd07f1c175fdb04eea9fdcaf8d9f9e92c0f)
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 
8 PETSC_EXTERN PetscErrorCode KSPInitializePackage(const char[]);
9 
10 /*S
11      KSP - Abstract PETSc object that manages all Krylov methods
12 
13    Level: beginner
14 
15   Concepts: Krylov methods
16 
17 .seealso:  KSPCreate(), KSPSetType(), KSPType, SNES, TS, PC, KSP
18 S*/
19 typedef struct _p_KSP*     KSP;
20 
21 /*J
22     KSPType - String with the name of a PETSc Krylov method or the creation function
23        with an optional dynamic library name, for example
24        http://www.mcs.anl.gov/petsc/lib.a:mykspcreate()
25 
26    Level: beginner
27 
28 .seealso: KSPSetType(), KSP
29 J*/
30 typedef const char* KSPType;
31 #define KSPRICHARDSON "richardson"
32 #define KSPCHEBYSHEV  "chebyshev"
33 #define KSPCG         "cg"
34 #define KSPGROPPCG    "groppcg"
35 #define KSPPIPECG     "pipecg"
36 #define   KSPCGNE       "cgne"
37 #define   KSPNASH       "nash"
38 #define   KSPSTCG       "stcg"
39 #define   KSPGLTR       "gltr"
40 #define KSPGMRES      "gmres"
41 #define   KSPFGMRES     "fgmres"
42 #define   KSPLGMRES     "lgmres"
43 #define   KSPDGMRES     "dgmres"
44 #define   KSPPGMRES     "pgmres"
45 #define KSPTCQMR      "tcqmr"
46 #define KSPBCGS       "bcgs"
47 #define   KSPIBCGS      "ibcgs"
48 #define   KSPFBCGS      "fbcgs"
49 #define   KSPFBCGSR     "fbcgsr"
50 #define   KSPBCGSL      "bcgsl"
51 #define KSPCGS        "cgs"
52 #define KSPTFQMR      "tfqmr"
53 #define KSPCR         "cr"
54 #define KSPPIPECR     "pipecr"
55 #define KSPLSQR       "lsqr"
56 #define KSPPREONLY    "preonly"
57 #define KSPQCG        "qcg"
58 #define KSPBICG       "bicg"
59 #define KSPMINRES     "minres"
60 #define KSPSYMMLQ     "symmlq"
61 #define KSPLCD        "lcd"
62 #define KSPPYTHON     "python"
63 #define KSPGCR        "gcr"
64 #define KSPSPECEST    "specest"
65 
66 /* Logging support */
67 PETSC_EXTERN PetscClassId KSP_CLASSID;
68 PETSC_EXTERN PetscClassId DMKSP_CLASSID;
69 
70 PETSC_EXTERN PetscErrorCode KSPCreate(MPI_Comm,KSP *);
71 PETSC_EXTERN PetscErrorCode KSPSetType(KSP,KSPType);
72 PETSC_EXTERN PetscErrorCode KSPSetUp(KSP);
73 PETSC_EXTERN PetscErrorCode KSPSetUpOnBlocks(KSP);
74 PETSC_EXTERN PetscErrorCode KSPSolve(KSP,Vec,Vec);
75 PETSC_EXTERN PetscErrorCode KSPSolveTranspose(KSP,Vec,Vec);
76 PETSC_EXTERN PetscErrorCode KSPReset(KSP);
77 PETSC_EXTERN PetscErrorCode KSPDestroy(KSP*);
78 
79 PETSC_EXTERN PetscFList KSPList;
80 PETSC_EXTERN PetscBool KSPRegisterAllCalled;
81 PETSC_EXTERN PetscErrorCode KSPRegisterAll(const char[]);
82 PETSC_EXTERN PetscErrorCode KSPRegisterDestroy(void);
83 PETSC_EXTERN PetscErrorCode KSPRegister(const char[],const char[],const char[],PetscErrorCode (*)(KSP));
84 PETSC_EXTERN PetscErrorCode KSPMatRegisterAll(const char[]);
85 
86 /*MC
87    KSPRegisterDynamic - Adds a method to the Krylov subspace solver package.
88 
89    Synopsis:
90    PetscErrorCode KSPRegisterDynamic(const char *name_solver,const char *path,const char *name_create,PetscErrorCode (*routine_create)(KSP))
91 
92    Not Collective
93 
94    Input Parameters:
95 +  name_solver - name of a new user-defined solver
96 .  path - path (either absolute or relative) the library containing this solver
97 .  name_create - name of routine to create method context
98 -  routine_create - routine to create method context
99 
100    Notes:
101    KSPRegisterDynamic() may be called multiple times to add several user-defined solvers.
102 
103    If dynamic libraries are used, then the fourth input argument (routine_create)
104    is ignored.
105 
106    Sample usage:
107 .vb
108    KSPRegisterDynamic("my_solver",/home/username/my_lib/lib/libO/solaris/mylib.a,
109                "MySolverCreate",MySolverCreate);
110 .ve
111 
112    Then, your solver can be chosen with the procedural interface via
113 $     KSPSetType(ksp,"my_solver")
114    or at runtime via the option
115 $     -ksp_type my_solver
116 
117    Level: advanced
118 
119    Notes: Environmental variables such as ${PETSC_ARCH}, ${PETSC_DIR}, ${PETSC_LIB_DIR},
120           and others of the form ${any_environmental_variable} occuring in pathname will be
121           replaced with appropriate values.
122          If your function is not being put into a shared library then use KSPRegister() instead
123 
124 .keywords: KSP, register
125 
126 .seealso: KSPRegisterAll(), KSPRegisterDestroy()
127 
128 M*/
129 #if defined(PETSC_USE_DYNAMIC_LIBRARIES)
130 #define KSPRegisterDynamic(a,b,c,d) KSPRegister(a,b,c,0)
131 #else
132 #define KSPRegisterDynamic(a,b,c,d) KSPRegister(a,b,c,d)
133 #endif
134 
135 PETSC_EXTERN PetscErrorCode KSPGetType(KSP,KSPType *);
136 PETSC_EXTERN PetscErrorCode KSPSetPCSide(KSP,PCSide);
137 PETSC_EXTERN PetscErrorCode KSPGetPCSide(KSP,PCSide*);
138 PETSC_EXTERN PetscErrorCode KSPGetTolerances(KSP,PetscReal*,PetscReal*,PetscReal*,PetscInt*);
139 PETSC_EXTERN PetscErrorCode KSPSetTolerances(KSP,PetscReal,PetscReal,PetscReal,PetscInt);
140 PETSC_EXTERN PetscErrorCode KSPSetInitialGuessNonzero(KSP,PetscBool );
141 PETSC_EXTERN PetscErrorCode KSPGetInitialGuessNonzero(KSP,PetscBool  *);
142 PETSC_EXTERN PetscErrorCode KSPSetInitialGuessKnoll(KSP,PetscBool );
143 PETSC_EXTERN PetscErrorCode KSPGetInitialGuessKnoll(KSP,PetscBool *);
144 PETSC_EXTERN PetscErrorCode KSPSetErrorIfNotConverged(KSP,PetscBool );
145 PETSC_EXTERN PetscErrorCode KSPGetErrorIfNotConverged(KSP,PetscBool  *);
146 PETSC_EXTERN PetscErrorCode KSPGetComputeEigenvalues(KSP,PetscBool *);
147 PETSC_EXTERN PetscErrorCode KSPSetComputeEigenvalues(KSP,PetscBool );
148 PETSC_EXTERN PetscErrorCode KSPGetComputeSingularValues(KSP,PetscBool *);
149 PETSC_EXTERN PetscErrorCode KSPSetComputeSingularValues(KSP,PetscBool );
150 PETSC_EXTERN PetscErrorCode KSPGetRhs(KSP,Vec *);
151 PETSC_EXTERN PetscErrorCode KSPGetSolution(KSP,Vec *);
152 PETSC_EXTERN PetscErrorCode KSPGetResidualNorm(KSP,PetscReal*);
153 PETSC_EXTERN PetscErrorCode KSPGetIterationNumber(KSP,PetscInt*);
154 PETSC_EXTERN PetscErrorCode KSPSetNullSpace(KSP,MatNullSpace);
155 PETSC_EXTERN PetscErrorCode KSPGetNullSpace(KSP,MatNullSpace*);
156 PETSC_EXTERN PetscErrorCode KSPGetVecs(KSP,PetscInt,Vec**,PetscInt,Vec**);
157 
158 PETSC_EXTERN PetscErrorCode KSPSetPC(KSP,PC);
159 PETSC_EXTERN PetscErrorCode KSPGetPC(KSP,PC*);
160 
161 PETSC_EXTERN PetscErrorCode KSPMonitor(KSP,PetscInt,PetscReal);
162 PETSC_EXTERN PetscErrorCode KSPMonitorSet(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,void*),void *,PetscErrorCode (*)(void**));
163 PETSC_EXTERN PetscErrorCode KSPMonitorCancel(KSP);
164 PETSC_EXTERN PetscErrorCode KSPGetMonitorContext(KSP,void **);
165 PETSC_EXTERN PetscErrorCode KSPGetResidualHistory(KSP,PetscReal*[],PetscInt *);
166 PETSC_EXTERN PetscErrorCode KSPSetResidualHistory(KSP,PetscReal[],PetscInt,PetscBool );
167 
168 /* not sure where to put this */
169 PETSC_EXTERN PetscErrorCode PCKSPGetKSP(PC,KSP*);
170 PETSC_EXTERN PetscErrorCode PCBJacobiGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
171 PETSC_EXTERN PetscErrorCode PCASMGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
172 PETSC_EXTERN PetscErrorCode PCGASMGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
173 PETSC_EXTERN PetscErrorCode PCFieldSplitGetSubKSP(PC,PetscInt*,KSP*[]);
174 
175 PETSC_EXTERN PetscErrorCode PCGalerkinGetKSP(PC,KSP *);
176 
177 PETSC_EXTERN PetscErrorCode KSPBuildSolution(KSP,Vec,Vec *);
178 PETSC_EXTERN PetscErrorCode KSPBuildResidual(KSP,Vec,Vec,Vec *);
179 
180 PETSC_EXTERN PetscErrorCode KSPRichardsonSetScale(KSP,PetscReal);
181 PETSC_EXTERN PetscErrorCode KSPRichardsonSetSelfScale(KSP,PetscBool );
182 PETSC_EXTERN PetscErrorCode KSPChebyshevSetEigenvalues(KSP,PetscReal,PetscReal);
183 PETSC_EXTERN PetscErrorCode KSPChebyshevSetEstimateEigenvalues(KSP,PetscReal,PetscReal,PetscReal,PetscReal);
184 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigSetRandom(KSP,PetscRandom);
185 PETSC_EXTERN PetscErrorCode KSPChebyshevSetNewMatrix(KSP);
186 PETSC_EXTERN PetscErrorCode KSPComputeExtremeSingularValues(KSP,PetscReal*,PetscReal*);
187 PETSC_EXTERN PetscErrorCode KSPComputeEigenvalues(KSP,PetscInt,PetscReal*,PetscReal*,PetscInt *);
188 PETSC_EXTERN PetscErrorCode KSPComputeEigenvaluesExplicitly(KSP,PetscInt,PetscReal*,PetscReal*);
189 
190 PETSC_EXTERN PetscErrorCode KSPGMRESSetRestart(KSP, PetscInt);
191 PETSC_EXTERN PetscErrorCode KSPGMRESGetRestart(KSP, PetscInt*);
192 PETSC_EXTERN PetscErrorCode KSPGMRESSetHapTol(KSP,PetscReal);
193 
194 PETSC_EXTERN PetscErrorCode KSPGMRESSetPreAllocateVectors(KSP);
195 PETSC_EXTERN PetscErrorCode KSPGMRESSetOrthogonalization(KSP,PetscErrorCode (*)(KSP,PetscInt));
196 PETSC_EXTERN PetscErrorCode KSPGMRESGetOrthogonalization(KSP,PetscErrorCode (**)(KSP,PetscInt));
197 PETSC_EXTERN PetscErrorCode KSPGMRESModifiedGramSchmidtOrthogonalization(KSP,PetscInt);
198 PETSC_EXTERN PetscErrorCode KSPGMRESClassicalGramSchmidtOrthogonalization(KSP,PetscInt);
199 
200 PETSC_EXTERN PetscErrorCode KSPLGMRESSetAugDim(KSP,PetscInt);
201 PETSC_EXTERN PetscErrorCode KSPLGMRESSetConstant(KSP);
202 
203 PETSC_EXTERN PetscErrorCode KSPGCRSetRestart(KSP,PetscInt);
204 PETSC_EXTERN PetscErrorCode KSPGCRGetRestart(KSP,PetscInt*);
205 PETSC_EXTERN PetscErrorCode KSPGCRSetModifyPC(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,void*),void*,PetscErrorCode(*)(void*));
206 
207 /*E
208     KSPGMRESCGSRefinementType - How the classical (unmodified) Gram-Schmidt is performed.
209 
210    Level: advanced
211 
212 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
213           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSPGMRESModifiedGramSchmidtOrthogonalization()
214 
215 E*/
216 typedef enum {KSP_GMRES_CGS_REFINE_NEVER, KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS} KSPGMRESCGSRefinementType;
217 PETSC_EXTERN const char *const KSPGMRESCGSRefinementTypes[];
218 /*MC
219     KSP_GMRES_CGS_REFINE_NEVER - Just do the classical (unmodified) Gram-Schmidt process
220 
221    Level: advanced
222 
223    Note: Possible unstable, but the fastest to compute
224 
225 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
226           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS,
227           KSPGMRESModifiedGramSchmidtOrthogonalization()
228 M*/
229 
230 /*MC
231     KSP_GMRES_CGS_REFINE_IFNEEDED - Do the classical (unmodified) Gram-Schmidt process and one step of
232           iterative refinement if an estimate of the orthogonality of the resulting vectors indicates
233           poor orthogonality.
234 
235    Level: advanced
236 
237    Note: This is slower than KSP_GMRES_CGS_REFINE_NEVER because it requires an extra norm computation to
238      estimate the orthogonality but is more stable.
239 
240 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
241           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_NEVER, KSP_GMRES_CGS_REFINE_ALWAYS,
242           KSPGMRESModifiedGramSchmidtOrthogonalization()
243 M*/
244 
245 /*MC
246     KSP_GMRES_CGS_REFINE_NEVER - Do two steps of the classical (unmodified) Gram-Schmidt process.
247 
248    Level: advanced
249 
250    Note: This is roughly twice the cost of KSP_GMRES_CGS_REFINE_NEVER because it performs the process twice
251      but it saves the extra norm calculation needed by KSP_GMRES_CGS_REFINE_IFNEEDED.
252 
253         You should only use this if you absolutely know that the iterative refinement is needed.
254 
255 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
256           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS,
257           KSPGMRESModifiedGramSchmidtOrthogonalization()
258 M*/
259 
260 PETSC_EXTERN PetscErrorCode KSPGMRESSetCGSRefinementType(KSP,KSPGMRESCGSRefinementType);
261 PETSC_EXTERN PetscErrorCode KSPGMRESGetCGSRefinementType(KSP,KSPGMRESCGSRefinementType*);
262 
263 PETSC_EXTERN PetscErrorCode KSPFGMRESModifyPCNoChange(KSP,PetscInt,PetscInt,PetscReal,void*);
264 PETSC_EXTERN PetscErrorCode KSPFGMRESModifyPCKSP(KSP,PetscInt,PetscInt,PetscReal,void*);
265 PETSC_EXTERN PetscErrorCode KSPFGMRESSetModifyPC(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscInt,PetscReal,void*),void*,PetscErrorCode(*)(void*));
266 
267 PETSC_EXTERN PetscErrorCode KSPQCGSetTrustRegionRadius(KSP,PetscReal);
268 PETSC_EXTERN PetscErrorCode KSPQCGGetQuadratic(KSP,PetscReal*);
269 PETSC_EXTERN PetscErrorCode KSPQCGGetTrialStepNorm(KSP,PetscReal*);
270 
271 PETSC_EXTERN PetscErrorCode KSPBCGSLSetXRes(KSP,PetscReal);
272 PETSC_EXTERN PetscErrorCode KSPBCGSLSetPol(KSP,PetscBool );
273 PETSC_EXTERN PetscErrorCode KSPBCGSLSetEll(KSP,PetscInt);
274 
275 PETSC_EXTERN PetscErrorCode KSPSetFromOptions(KSP);
276 PETSC_EXTERN PetscErrorCode KSPAddOptionsChecker(PetscErrorCode (*)(KSP));
277 
278 PETSC_EXTERN PetscErrorCode KSPMonitorSingularValue(KSP,PetscInt,PetscReal,void *);
279 PETSC_EXTERN PetscErrorCode KSPMonitorDefault(KSP,PetscInt,PetscReal,void *);
280 PETSC_EXTERN PetscErrorCode KSPLSQRMonitorDefault(KSP,PetscInt,PetscReal,void *);
281 PETSC_EXTERN PetscErrorCode KSPMonitorRange(KSP,PetscInt,PetscReal,void *);
282 PETSC_EXTERN PetscErrorCode KSPMonitorDynamicTolerance(KSP ksp,PetscInt its,PetscReal fnorm,void *dummy);
283 PETSC_EXTERN PetscErrorCode KSPMonitorDynamicToleranceDestroy(void **dummy);
284 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualNorm(KSP,PetscInt,PetscReal,void *);
285 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualMaxNorm(KSP,PetscInt,PetscReal,void *);
286 PETSC_EXTERN PetscErrorCode KSPMonitorDefaultShort(KSP,PetscInt,PetscReal,void *);
287 PETSC_EXTERN PetscErrorCode KSPMonitorSolution(KSP,PetscInt,PetscReal,void *);
288 PETSC_EXTERN PetscErrorCode KSPMonitorAMS(KSP,PetscInt,PetscReal,void*);
289 PETSC_EXTERN PetscErrorCode KSPMonitorAMSCreate(KSP,const char*,void**);
290 PETSC_EXTERN PetscErrorCode KSPMonitorAMSDestroy(void**);
291 PETSC_EXTERN PetscErrorCode KSPGMRESMonitorKrylov(KSP,PetscInt,PetscReal,void *);
292 
293 PETSC_EXTERN PetscErrorCode KSPUnwindPreconditioner(KSP,Vec,Vec);
294 PETSC_EXTERN PetscErrorCode KSPDefaultBuildSolution(KSP,Vec,Vec*);
295 PETSC_EXTERN PetscErrorCode KSPDefaultBuildResidual(KSP,Vec,Vec,Vec *);
296 PETSC_EXTERN PetscErrorCode KSPInitialResidual(KSP,Vec,Vec,Vec,Vec,Vec);
297 
298 PETSC_EXTERN PetscErrorCode KSPSetOperators(KSP,Mat,Mat,MatStructure);
299 PETSC_EXTERN PetscErrorCode KSPGetOperators(KSP,Mat*,Mat*,MatStructure*);
300 PETSC_EXTERN PetscErrorCode KSPGetOperatorsSet(KSP,PetscBool *,PetscBool *);
301 PETSC_EXTERN PetscErrorCode KSPSetOptionsPrefix(KSP,const char[]);
302 PETSC_EXTERN PetscErrorCode KSPAppendOptionsPrefix(KSP,const char[]);
303 PETSC_EXTERN PetscErrorCode KSPGetOptionsPrefix(KSP,const char*[]);
304 PETSC_EXTERN PetscErrorCode KSPSetTabLevel(KSP,PetscInt);
305 PETSC_EXTERN PetscErrorCode KSPGetTabLevel(KSP,PetscInt*);
306 
307 PETSC_EXTERN PetscErrorCode KSPSetDiagonalScale(KSP,PetscBool );
308 PETSC_EXTERN PetscErrorCode KSPGetDiagonalScale(KSP,PetscBool *);
309 PETSC_EXTERN PetscErrorCode KSPSetDiagonalScaleFix(KSP,PetscBool );
310 PETSC_EXTERN PetscErrorCode KSPGetDiagonalScaleFix(KSP,PetscBool *);
311 
312 PETSC_EXTERN PetscErrorCode KSPView(KSP,PetscViewer);
313 PETSC_EXTERN PetscErrorCode KSPLoad(KSP,PetscViewer);
314 
315 #define KSP_FILE_CLASSID 1211223
316 
317 PETSC_EXTERN PetscErrorCode KSPLSQRSetStandardErrorVec(KSP,Vec);
318 PETSC_EXTERN PetscErrorCode KSPLSQRGetStandardErrorVec(KSP,Vec*);
319 
320 PETSC_EXTERN PetscErrorCode PCRedundantGetKSP(PC,KSP*);
321 PETSC_EXTERN PetscErrorCode PCRedistributeGetKSP(PC,KSP*);
322 
323 /*E
324     KSPNormType - Norm that is passed in the Krylov convergence
325        test routines.
326 
327    Level: advanced
328 
329    Each solver only supports a subset of these and some may support different ones
330    depending on left or right preconditioning, see KSPSetPCSide()
331 
332    Notes: this must match finclude/petscksp.h
333 
334 .seealso: KSPSolve(), KSPGetConvergedReason(), KSPSetNormType(),
335           KSPSetConvergenceTest(), KSPSetPCSide()
336 E*/
337 typedef enum {KSP_NORM_DEFAULT = -1,KSP_NORM_NONE = 0,KSP_NORM_PRECONDITIONED = 1,KSP_NORM_UNPRECONDITIONED = 2,KSP_NORM_NATURAL = 3} KSPNormType;
338 #define KSP_NORM_MAX (KSP_NORM_NATURAL + 1)
339 PETSC_EXTERN const char *const*const KSPNormTypes;
340 
341 /*MC
342     KSP_NORM_NONE - Do not compute a norm during the Krylov process. This will
343           possibly save some computation but means the convergence test cannot
344           be based on a norm of a residual etc.
345 
346    Level: advanced
347 
348     Note: Some Krylov methods need to compute a residual norm and then this option is ignored
349 
350 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_PRECONDITIONED, KSP_NORM_UNPRECONDITIONED, KSP_NORM_NATURAL
351 M*/
352 
353 /*MC
354     KSP_NORM_PRECONDITIONED - Compute the norm of the preconditioned residual and pass that to the
355        convergence test routine.
356 
357    Level: advanced
358 
359 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_NONE, KSP_NORM_UNPRECONDITIONED, KSP_NORM_NATURAL, KSPSetConvergenceTest()
360 M*/
361 
362 /*MC
363     KSP_NORM_UNPRECONDITIONED - Compute the norm of the true residual (b - A*x) and pass that to the
364        convergence test routine.
365 
366    Level: advanced
367 
368 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_NONE, KSP_NORM_PRECONDITIONED, KSP_NORM_NATURAL, KSPSetConvergenceTest()
369 M*/
370 
371 /*MC
372     KSP_NORM_NATURAL - Compute the 'natural norm' of residual sqrt((b - A*x)*B*(b - A*x)) and pass that to the
373        convergence test routine. This is only supported by  KSPCG, KSPCR, KSPCGNE, KSPCGS
374 
375    Level: advanced
376 
377 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_NONE, KSP_NORM_PRECONDITIONED, KSP_NORM_UNPRECONDITIONED, KSPSetConvergenceTest()
378 M*/
379 
380 PETSC_EXTERN PetscErrorCode KSPSetNormType(KSP,KSPNormType);
381 PETSC_EXTERN PetscErrorCode KSPGetNormType(KSP,KSPNormType*);
382 PETSC_EXTERN PetscErrorCode KSPSetSupportedNorm(KSP ksp,KSPNormType,PCSide,PetscInt);
383 PETSC_EXTERN PetscErrorCode KSPSetCheckNormIteration(KSP,PetscInt);
384 PETSC_EXTERN PetscErrorCode KSPSetLagNorm(KSP,PetscBool );
385 
386 /*E
387     KSPConvergedReason - reason a Krylov method was said to
388          have converged or diverged
389 
390    Level: beginner
391 
392    Notes: See KSPGetConvergedReason() for explanation of each value
393 
394    Developer notes: this must match finclude/petscksp.h
395 
396       The string versions of these are KSPConvergedReasons; if you change
397       any of the values here also change them that array of names.
398 
399 .seealso: KSPSolve(), KSPGetConvergedReason(), KSPSetTolerances()
400 E*/
401 typedef enum {/* converged */
402               KSP_CONVERGED_RTOL_NORMAL        =  1,
403               KSP_CONVERGED_ATOL_NORMAL        =  9,
404               KSP_CONVERGED_RTOL               =  2,
405               KSP_CONVERGED_ATOL               =  3,
406               KSP_CONVERGED_ITS                =  4,
407               KSP_CONVERGED_CG_NEG_CURVE       =  5,
408               KSP_CONVERGED_CG_CONSTRAINED     =  6,
409               KSP_CONVERGED_STEP_LENGTH        =  7,
410               KSP_CONVERGED_HAPPY_BREAKDOWN    =  8,
411               /* diverged */
412               KSP_DIVERGED_NULL                = -2,
413               KSP_DIVERGED_ITS                 = -3,
414               KSP_DIVERGED_DTOL                = -4,
415               KSP_DIVERGED_BREAKDOWN           = -5,
416               KSP_DIVERGED_BREAKDOWN_BICG      = -6,
417               KSP_DIVERGED_NONSYMMETRIC        = -7,
418               KSP_DIVERGED_INDEFINITE_PC       = -8,
419               KSP_DIVERGED_NAN                 = -9,
420               KSP_DIVERGED_INDEFINITE_MAT      = -10,
421 
422               KSP_CONVERGED_ITERATING          =  0} KSPConvergedReason;
423 PETSC_EXTERN const char *const*KSPConvergedReasons;
424 
425 /*MC
426      KSP_CONVERGED_RTOL - norm(r) <= rtol*norm(b)
427 
428    Level: beginner
429 
430    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
431        for left preconditioning it is the 2-norm of the preconditioned residual, and the
432        2-norm of the residual for right preconditioning
433 
434 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
435 
436 M*/
437 
438 /*MC
439      KSP_CONVERGED_ATOL - norm(r) <= atol
440 
441    Level: beginner
442 
443    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
444        for left preconditioning it is the 2-norm of the preconditioned residual, and the
445        2-norm of the residual for right preconditioning
446 
447    Level: beginner
448 
449 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
450 
451 M*/
452 
453 /*MC
454      KSP_DIVERGED_DTOL - norm(r) >= dtol*norm(b)
455 
456    Level: beginner
457 
458    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
459        for left preconditioning it is the 2-norm of the preconditioned residual, and the
460        2-norm of the residual for right preconditioning
461 
462    Level: beginner
463 
464 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
465 
466 M*/
467 
468 /*MC
469      KSP_DIVERGED_ITS - Ran out of iterations before any convergence criteria was
470       reached
471 
472    Level: beginner
473 
474 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
475 
476 M*/
477 
478 /*MC
479      KSP_CONVERGED_ITS - Used by the KSPPREONLY solver after the single iteration of
480            the preconditioner is applied. Also used when the KSPSkipConverged() convergence
481            test routine is set in KSP.
482 
483 
484    Level: beginner
485 
486 
487 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
488 
489 M*/
490 
491 /*MC
492      KSP_DIVERGED_BREAKDOWN - A breakdown in the Krylov method was detected so the
493           method could not continue to enlarge the Krylov space. Could be due to a singlular matrix or
494           preconditioner.
495 
496    Level: beginner
497 
498 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
499 
500 M*/
501 
502 /*MC
503      KSP_DIVERGED_BREAKDOWN_BICG - A breakdown in the KSPBICG method was detected so the
504           method could not continue to enlarge the Krylov space.
505 
506 
507    Level: beginner
508 
509 
510 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
511 
512 M*/
513 
514 /*MC
515      KSP_DIVERGED_NONSYMMETRIC - It appears the operator or preconditioner is not
516         symmetric and this Krylov method (KSPCG, KSPMINRES, KSPCR) requires symmetry
517 
518    Level: beginner
519 
520 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
521 
522 M*/
523 
524 /*MC
525      KSP_DIVERGED_INDEFINITE_PC - It appears the preconditioner is indefinite (has both
526         positive and negative eigenvalues) and this Krylov method (KSPCG) requires it to
527         be positive definite
528 
529    Level: beginner
530 
531      Notes: This can happen with the PCICC preconditioner, use -pc_factor_shift_positive_definite to force
532   the PCICC preconditioner to generate a positive definite preconditioner
533 
534 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
535 
536 M*/
537 
538 /*MC
539      KSP_CONVERGED_ITERATING - This flag is returned if you call KSPGetConvergedReason()
540         while the KSPSolve() is still running.
541 
542    Level: beginner
543 
544 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
545 
546 M*/
547 
548 PETSC_EXTERN PetscErrorCode KSPSetConvergenceTest(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,KSPConvergedReason*,void*),void *,PetscErrorCode (*)(void*));
549 PETSC_EXTERN PetscErrorCode KSPGetConvergenceContext(KSP,void **);
550 PETSC_EXTERN PetscErrorCode KSPDefaultConverged(KSP,PetscInt,PetscReal,KSPConvergedReason*,void *);
551 PETSC_EXTERN PetscErrorCode KSPConvergedLSQR(KSP,PetscInt,PetscReal,KSPConvergedReason*,void *);
552 PETSC_EXTERN PetscErrorCode KSPDefaultConvergedDestroy(void *);
553 PETSC_EXTERN PetscErrorCode KSPDefaultConvergedCreate(void **);
554 PETSC_EXTERN PetscErrorCode KSPDefaultConvergedSetUIRNorm(KSP);
555 PETSC_EXTERN PetscErrorCode KSPDefaultConvergedSetUMIRNorm(KSP);
556 PETSC_EXTERN PetscErrorCode KSPSkipConverged(KSP,PetscInt,PetscReal,KSPConvergedReason*,void *);
557 PETSC_EXTERN PetscErrorCode KSPGetConvergedReason(KSP,KSPConvergedReason *);
558 
559 PETSC_EXTERN PetscErrorCode KSPComputeExplicitOperator(KSP,Mat *);
560 
561 /*E
562     KSPCGType - Determines what type of CG to use
563 
564    Level: beginner
565 
566 .seealso: KSPCGSetType()
567 E*/
568 typedef enum {KSP_CG_SYMMETRIC=0,KSP_CG_HERMITIAN=1} KSPCGType;
569 PETSC_EXTERN const char *const KSPCGTypes[];
570 
571 PETSC_EXTERN PetscErrorCode KSPCGSetType(KSP,KSPCGType);
572 PETSC_EXTERN PetscErrorCode KSPCGUseSingleReduction(KSP,PetscBool );
573 
574 PETSC_EXTERN PetscErrorCode KSPNASHSetRadius(KSP,PetscReal);
575 PETSC_EXTERN PetscErrorCode KSPNASHGetNormD(KSP,PetscReal *);
576 PETSC_EXTERN PetscErrorCode KSPNASHGetObjFcn(KSP,PetscReal *);
577 
578 PETSC_EXTERN PetscErrorCode KSPSTCGSetRadius(KSP,PetscReal);
579 PETSC_EXTERN PetscErrorCode KSPSTCGGetNormD(KSP,PetscReal *);
580 PETSC_EXTERN PetscErrorCode KSPSTCGGetObjFcn(KSP,PetscReal *);
581 
582 PETSC_EXTERN PetscErrorCode KSPGLTRSetRadius(KSP,PetscReal);
583 PETSC_EXTERN PetscErrorCode KSPGLTRGetNormD(KSP,PetscReal *);
584 PETSC_EXTERN PetscErrorCode KSPGLTRGetObjFcn(KSP,PetscReal *);
585 PETSC_EXTERN PetscErrorCode KSPGLTRGetMinEig(KSP,PetscReal *);
586 PETSC_EXTERN PetscErrorCode KSPGLTRGetLambda(KSP,PetscReal *);
587 
588 PETSC_EXTERN PetscErrorCode KSPPythonSetType(KSP,const char[]);
589 
590 PETSC_EXTERN PetscErrorCode PCPreSolve(PC,KSP);
591 PETSC_EXTERN PetscErrorCode PCPostSolve(PC,KSP);
592 
593 PETSC_EXTERN PetscErrorCode KSPMonitorLGResidualNormCreate(const char[],const char[],int,int,int,int,PetscDrawLG*);
594 PETSC_EXTERN PetscErrorCode KSPMonitorLGResidualNorm(KSP,PetscInt,PetscReal,void*);
595 PETSC_EXTERN PetscErrorCode KSPMonitorLGResidualNormDestroy(PetscDrawLG*);
596 PETSC_EXTERN PetscErrorCode KSPMonitorLGTrueResidualNormCreate(MPI_Comm,const char[],const char[],int,int,int,int,PetscDrawLG*);
597 PETSC_EXTERN PetscErrorCode KSPMonitorLGTrueResidualNorm(KSP,PetscInt,PetscReal,void*);
598 PETSC_EXTERN PetscErrorCode KSPMonitorLGTrueResidualNormDestroy(PetscDrawLG*);
599 PETSC_EXTERN PetscErrorCode KSPMonitorLGRange(KSP,PetscInt,PetscReal,void*);
600 
601 PETSC_EXTERN PetscErrorCode PCShellSetPreSolve(PC,PetscErrorCode (*)(PC,KSP,Vec,Vec));
602 PETSC_EXTERN PetscErrorCode PCShellSetPostSolve(PC,PetscErrorCode (*)(PC,KSP,Vec,Vec));
603 
604 /* see src/ksp/ksp/interface/iguess.c */
605 typedef struct _p_KSPFischerGuess {PetscInt method,curl,maxl,refcnt;PetscBool  monitor;Mat mat; KSP ksp;}* KSPFischerGuess;
606 
607 PETSC_EXTERN PetscErrorCode KSPFischerGuessCreate(KSP,PetscInt,PetscInt,KSPFischerGuess*);
608 PETSC_EXTERN PetscErrorCode KSPFischerGuessDestroy(KSPFischerGuess*);
609 PETSC_EXTERN PetscErrorCode KSPFischerGuessReset(KSPFischerGuess);
610 PETSC_EXTERN PetscErrorCode KSPFischerGuessUpdate(KSPFischerGuess,Vec);
611 PETSC_EXTERN PetscErrorCode KSPFischerGuessFormGuess(KSPFischerGuess,Vec,Vec);
612 PETSC_EXTERN PetscErrorCode KSPFischerGuessSetFromOptions(KSPFischerGuess);
613 
614 PETSC_EXTERN PetscErrorCode KSPSetUseFischerGuess(KSP,PetscInt,PetscInt);
615 PETSC_EXTERN PetscErrorCode KSPSetFischerGuess(KSP,KSPFischerGuess);
616 PETSC_EXTERN PetscErrorCode KSPGetFischerGuess(KSP,KSPFischerGuess*);
617 
618 PETSC_EXTERN PetscErrorCode MatCreateSchurComplement(Mat,Mat,Mat,Mat,Mat,Mat*);
619 PETSC_EXTERN PetscErrorCode MatSchurComplementGetKSP(Mat,KSP*);
620 PETSC_EXTERN PetscErrorCode MatSchurComplementSetKSP(Mat,KSP);
621 PETSC_EXTERN PetscErrorCode MatSchurComplementSet(Mat,Mat,Mat,Mat,Mat,Mat);
622 PETSC_EXTERN PetscErrorCode MatSchurComplementUpdate(Mat,Mat,Mat,Mat,Mat,Mat,MatStructure);
623 PETSC_EXTERN PetscErrorCode MatSchurComplementGetSubmatrices(Mat,Mat*,Mat*,Mat*,Mat*,Mat*);
624 PETSC_EXTERN PetscErrorCode MatGetSchurComplement(Mat,IS,IS,IS,IS,MatReuse,Mat *,MatReuse,Mat *);
625 
626 PETSC_EXTERN PetscErrorCode MatGetSchurComplement_Basic(Mat mat,IS isrow0,IS iscol0,IS isrow1,IS iscol1,MatReuse mreuse,Mat *newmat,MatReuse preuse,Mat *newpmat);
627 
628 PETSC_EXTERN PetscErrorCode KSPSetDM(KSP,DM);
629 PETSC_EXTERN PetscErrorCode KSPSetDMActive(KSP,PetscBool );
630 PETSC_EXTERN PetscErrorCode KSPGetDM(KSP,DM*);
631 PETSC_EXTERN PetscErrorCode KSPSetApplicationContext(KSP,void*);
632 PETSC_EXTERN PetscErrorCode KSPGetApplicationContext(KSP,void*);
633 PETSC_EXTERN PetscErrorCode KSPSetComputeRHS(KSP,PetscErrorCode (*func)(KSP,Vec,void*),void *);
634 PETSC_EXTERN PetscErrorCode KSPSetComputeOperators(KSP,PetscErrorCode(*)(KSP,Mat,Mat,MatStructure*,void*),void*);
635 PETSC_EXTERN PetscErrorCode KSPSetComputeInitialGuess(KSP,PetscErrorCode(*)(KSP,Vec,void*),void*);
636 PETSC_EXTERN PetscErrorCode DMKSPSetComputeOperators(DM,PetscErrorCode(*)(KSP,Mat,Mat,MatStructure*,void*),void*);
637 PETSC_EXTERN PetscErrorCode DMKSPGetComputeOperators(DM,PetscErrorCode(**)(KSP,Mat,Mat,MatStructure*,void*),void*);
638 PETSC_EXTERN PetscErrorCode DMKSPSetComputeRHS(DM,PetscErrorCode(*)(KSP,Vec,void*),void*);
639 PETSC_EXTERN PetscErrorCode DMKSPGetComputeRHS(DM,PetscErrorCode(**)(KSP,Vec,void*),void*);
640 PETSC_EXTERN PetscErrorCode DMKSPSetComputeInitialGuess(DM,PetscErrorCode(*)(KSP,Vec,void*),void*);
641 PETSC_EXTERN PetscErrorCode DMKSPGetComputeInitialGuess(DM,PetscErrorCode(**)(KSP,Vec,void*),void*);
642 
643 #endif
644