xref: /petsc/include/petscksp.h (revision 242ebda14a69a344bed43bec2e001e417d7cf4e9)
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 PetscFunctionList 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    #include "petscksp.h"
91    PetscErrorCode KSPRegisterDynamic(const char *name_solver,const char *path,const char *name_create,PetscErrorCode (*routine_create)(KSP))
92 
93    Not Collective
94 
95    Input Parameters:
96 +  name_solver - name of a new user-defined solver
97 .  path - path (either absolute or relative) the library containing this solver
98 .  name_create - name of routine to create method context
99 -  routine_create - routine to create method context
100 
101    Notes:
102    KSPRegisterDynamic() may be called multiple times to add several user-defined solvers.
103 
104    If dynamic libraries are used, then the fourth input argument (routine_create)
105    is ignored.
106 
107    Sample usage:
108 .vb
109    KSPRegisterDynamic("my_solver",/home/username/my_lib/lib/libO/solaris/mylib.a,
110                "MySolverCreate",MySolverCreate);
111 .ve
112 
113    Then, your solver can be chosen with the procedural interface via
114 $     KSPSetType(ksp,"my_solver")
115    or at runtime via the option
116 $     -ksp_type my_solver
117 
118    Level: advanced
119 
120    Notes: Environmental variables such as ${PETSC_ARCH}, ${PETSC_DIR}, ${PETSC_LIB_DIR},
121           and others of the form ${any_environmental_variable} occuring in pathname will be
122           replaced with appropriate values.
123          If your function is not being put into a shared library then use KSPRegister() instead
124 
125 .keywords: KSP, register
126 
127 .seealso: KSPRegisterAll(), KSPRegisterDestroy()
128 
129 M*/
130 #if defined(PETSC_USE_DYNAMIC_LIBRARIES)
131 #define KSPRegisterDynamic(a,b,c,d) KSPRegister(a,b,c,0)
132 #else
133 #define KSPRegisterDynamic(a,b,c,d) KSPRegister(a,b,c,d)
134 #endif
135 
136 PETSC_EXTERN PetscErrorCode KSPGetType(KSP,KSPType *);
137 PETSC_EXTERN PetscErrorCode KSPSetPCSide(KSP,PCSide);
138 PETSC_EXTERN PetscErrorCode KSPGetPCSide(KSP,PCSide*);
139 PETSC_EXTERN PetscErrorCode KSPGetTolerances(KSP,PetscReal*,PetscReal*,PetscReal*,PetscInt*);
140 PETSC_EXTERN PetscErrorCode KSPSetTolerances(KSP,PetscReal,PetscReal,PetscReal,PetscInt);
141 PETSC_EXTERN PetscErrorCode KSPSetInitialGuessNonzero(KSP,PetscBool );
142 PETSC_EXTERN PetscErrorCode KSPGetInitialGuessNonzero(KSP,PetscBool  *);
143 PETSC_EXTERN PetscErrorCode KSPSetInitialGuessKnoll(KSP,PetscBool );
144 PETSC_EXTERN PetscErrorCode KSPGetInitialGuessKnoll(KSP,PetscBool *);
145 PETSC_EXTERN PetscErrorCode KSPSetErrorIfNotConverged(KSP,PetscBool );
146 PETSC_EXTERN PetscErrorCode KSPGetErrorIfNotConverged(KSP,PetscBool  *);
147 PETSC_EXTERN PetscErrorCode KSPGetComputeEigenvalues(KSP,PetscBool *);
148 PETSC_EXTERN PetscErrorCode KSPSetComputeEigenvalues(KSP,PetscBool );
149 PETSC_EXTERN PetscErrorCode KSPGetComputeSingularValues(KSP,PetscBool *);
150 PETSC_EXTERN PetscErrorCode KSPSetComputeSingularValues(KSP,PetscBool );
151 PETSC_EXTERN PetscErrorCode KSPGetRhs(KSP,Vec *);
152 PETSC_EXTERN PetscErrorCode KSPGetSolution(KSP,Vec *);
153 PETSC_EXTERN PetscErrorCode KSPGetResidualNorm(KSP,PetscReal*);
154 PETSC_EXTERN PetscErrorCode KSPGetIterationNumber(KSP,PetscInt*);
155 PETSC_EXTERN PetscErrorCode KSPSetNullSpace(KSP,MatNullSpace);
156 PETSC_EXTERN PetscErrorCode KSPGetNullSpace(KSP,MatNullSpace*);
157 PETSC_EXTERN PetscErrorCode KSPGetVecs(KSP,PetscInt,Vec**,PetscInt,Vec**);
158 
159 PETSC_EXTERN PetscErrorCode KSPSetPC(KSP,PC);
160 PETSC_EXTERN PetscErrorCode KSPGetPC(KSP,PC*);
161 
162 PETSC_EXTERN PetscErrorCode KSPMonitor(KSP,PetscInt,PetscReal);
163 PETSC_EXTERN PetscErrorCode KSPMonitorSet(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,void*),void *,PetscErrorCode (*)(void**));
164 PETSC_EXTERN PetscErrorCode KSPMonitorCancel(KSP);
165 PETSC_EXTERN PetscErrorCode KSPGetMonitorContext(KSP,void **);
166 PETSC_EXTERN PetscErrorCode KSPGetResidualHistory(KSP,PetscReal*[],PetscInt *);
167 PETSC_EXTERN PetscErrorCode KSPSetResidualHistory(KSP,PetscReal[],PetscInt,PetscBool );
168 
169 /* not sure where to put this */
170 PETSC_EXTERN PetscErrorCode PCKSPGetKSP(PC,KSP*);
171 PETSC_EXTERN PetscErrorCode PCBJacobiGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
172 PETSC_EXTERN PetscErrorCode PCASMGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
173 PETSC_EXTERN PetscErrorCode PCGASMGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
174 PETSC_EXTERN PetscErrorCode PCFieldSplitGetSubKSP(PC,PetscInt*,KSP*[]);
175 PETSC_EXTERN PetscErrorCode PCMGGetSmoother(PC,PetscInt,KSP*);
176 PETSC_EXTERN PetscErrorCode PCMGGetSmootherDown(PC,PetscInt,KSP*);
177 PETSC_EXTERN PetscErrorCode PCMGGetSmootherUp(PC,PetscInt,KSP*);
178 PETSC_EXTERN PetscErrorCode PCMGGetCoarseSolve(PC,KSP*);
179 PETSC_EXTERN PetscErrorCode PCGalerkinGetKSP(PC,KSP *);
180 
181 PETSC_EXTERN PetscErrorCode KSPBuildSolution(KSP,Vec,Vec *);
182 PETSC_EXTERN PetscErrorCode KSPBuildResidual(KSP,Vec,Vec,Vec *);
183 
184 PETSC_EXTERN PetscErrorCode KSPRichardsonSetScale(KSP,PetscReal);
185 PETSC_EXTERN PetscErrorCode KSPRichardsonSetSelfScale(KSP,PetscBool );
186 PETSC_EXTERN PetscErrorCode KSPChebyshevSetEigenvalues(KSP,PetscReal,PetscReal);
187 PETSC_EXTERN PetscErrorCode KSPChebyshevSetEstimateEigenvalues(KSP,PetscReal,PetscReal,PetscReal,PetscReal);
188 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigSetRandom(KSP,PetscRandom);
189 PETSC_EXTERN PetscErrorCode KSPChebyshevSetNewMatrix(KSP);
190 PETSC_EXTERN PetscErrorCode KSPComputeExtremeSingularValues(KSP,PetscReal*,PetscReal*);
191 PETSC_EXTERN PetscErrorCode KSPComputeEigenvalues(KSP,PetscInt,PetscReal*,PetscReal*,PetscInt *);
192 PETSC_EXTERN PetscErrorCode KSPComputeEigenvaluesExplicitly(KSP,PetscInt,PetscReal*,PetscReal*);
193 
194 PETSC_EXTERN PetscErrorCode KSPGMRESSetRestart(KSP, PetscInt);
195 PETSC_EXTERN PetscErrorCode KSPGMRESGetRestart(KSP, PetscInt*);
196 PETSC_EXTERN PetscErrorCode KSPGMRESSetHapTol(KSP,PetscReal);
197 
198 PETSC_EXTERN PetscErrorCode KSPGMRESSetPreAllocateVectors(KSP);
199 PETSC_EXTERN PetscErrorCode KSPGMRESSetOrthogonalization(KSP,PetscErrorCode (*)(KSP,PetscInt));
200 PETSC_EXTERN PetscErrorCode KSPGMRESGetOrthogonalization(KSP,PetscErrorCode (**)(KSP,PetscInt));
201 PETSC_EXTERN PetscErrorCode KSPGMRESModifiedGramSchmidtOrthogonalization(KSP,PetscInt);
202 PETSC_EXTERN PetscErrorCode KSPGMRESClassicalGramSchmidtOrthogonalization(KSP,PetscInt);
203 
204 PETSC_EXTERN PetscErrorCode KSPLGMRESSetAugDim(KSP,PetscInt);
205 PETSC_EXTERN PetscErrorCode KSPLGMRESSetConstant(KSP);
206 
207 PETSC_EXTERN PetscErrorCode KSPGCRSetRestart(KSP,PetscInt);
208 PETSC_EXTERN PetscErrorCode KSPGCRGetRestart(KSP,PetscInt*);
209 PETSC_EXTERN PetscErrorCode KSPGCRSetModifyPC(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,void*),void*,PetscErrorCode(*)(void*));
210 
211 /*E
212     KSPGMRESCGSRefinementType - How the classical (unmodified) Gram-Schmidt is performed.
213 
214    Level: advanced
215 
216 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
217           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSPGMRESModifiedGramSchmidtOrthogonalization()
218 
219 E*/
220 typedef enum {KSP_GMRES_CGS_REFINE_NEVER, KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS} KSPGMRESCGSRefinementType;
221 PETSC_EXTERN const char *const KSPGMRESCGSRefinementTypes[];
222 /*MC
223     KSP_GMRES_CGS_REFINE_NEVER - Just do the classical (unmodified) Gram-Schmidt process
224 
225    Level: advanced
226 
227    Note: Possible unstable, but the fastest to compute
228 
229 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
230           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS,
231           KSPGMRESModifiedGramSchmidtOrthogonalization()
232 M*/
233 
234 /*MC
235     KSP_GMRES_CGS_REFINE_IFNEEDED - Do the classical (unmodified) Gram-Schmidt process and one step of
236           iterative refinement if an estimate of the orthogonality of the resulting vectors indicates
237           poor orthogonality.
238 
239    Level: advanced
240 
241    Note: This is slower than KSP_GMRES_CGS_REFINE_NEVER because it requires an extra norm computation to
242      estimate the orthogonality but is more stable.
243 
244 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
245           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_NEVER, KSP_GMRES_CGS_REFINE_ALWAYS,
246           KSPGMRESModifiedGramSchmidtOrthogonalization()
247 M*/
248 
249 /*MC
250     KSP_GMRES_CGS_REFINE_NEVER - Do two steps of the classical (unmodified) Gram-Schmidt process.
251 
252    Level: advanced
253 
254    Note: This is roughly twice the cost of KSP_GMRES_CGS_REFINE_NEVER because it performs the process twice
255      but it saves the extra norm calculation needed by KSP_GMRES_CGS_REFINE_IFNEEDED.
256 
257         You should only use this if you absolutely know that the iterative refinement is needed.
258 
259 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
260           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS,
261           KSPGMRESModifiedGramSchmidtOrthogonalization()
262 M*/
263 
264 PETSC_EXTERN PetscErrorCode KSPGMRESSetCGSRefinementType(KSP,KSPGMRESCGSRefinementType);
265 PETSC_EXTERN PetscErrorCode KSPGMRESGetCGSRefinementType(KSP,KSPGMRESCGSRefinementType*);
266 
267 PETSC_EXTERN PetscErrorCode KSPFGMRESModifyPCNoChange(KSP,PetscInt,PetscInt,PetscReal,void*);
268 PETSC_EXTERN PetscErrorCode KSPFGMRESModifyPCKSP(KSP,PetscInt,PetscInt,PetscReal,void*);
269 PETSC_EXTERN PetscErrorCode KSPFGMRESSetModifyPC(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscInt,PetscReal,void*),void*,PetscErrorCode(*)(void*));
270 
271 PETSC_EXTERN PetscErrorCode KSPQCGSetTrustRegionRadius(KSP,PetscReal);
272 PETSC_EXTERN PetscErrorCode KSPQCGGetQuadratic(KSP,PetscReal*);
273 PETSC_EXTERN PetscErrorCode KSPQCGGetTrialStepNorm(KSP,PetscReal*);
274 
275 PETSC_EXTERN PetscErrorCode KSPBCGSLSetXRes(KSP,PetscReal);
276 PETSC_EXTERN PetscErrorCode KSPBCGSLSetPol(KSP,PetscBool );
277 PETSC_EXTERN PetscErrorCode KSPBCGSLSetEll(KSP,PetscInt);
278 PETSC_EXTERN PetscErrorCode KSPBCGSLSetUsePseudoinverse(KSP,PetscBool);
279 
280 PETSC_EXTERN PetscErrorCode KSPSetFromOptions(KSP);
281 PETSC_EXTERN PetscErrorCode KSPAddOptionsChecker(PetscErrorCode (*)(KSP));
282 
283 PETSC_EXTERN PetscErrorCode KSPMonitorSingularValue(KSP,PetscInt,PetscReal,void *);
284 PETSC_EXTERN PetscErrorCode KSPMonitorDefault(KSP,PetscInt,PetscReal,void *);
285 PETSC_EXTERN PetscErrorCode KSPLSQRMonitorDefault(KSP,PetscInt,PetscReal,void *);
286 PETSC_EXTERN PetscErrorCode KSPMonitorRange(KSP,PetscInt,PetscReal,void *);
287 PETSC_EXTERN PetscErrorCode KSPMonitorDynamicTolerance(KSP ksp,PetscInt its,PetscReal fnorm,void *dummy);
288 PETSC_EXTERN PetscErrorCode KSPMonitorDynamicToleranceDestroy(void **dummy);
289 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualNorm(KSP,PetscInt,PetscReal,void *);
290 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualMaxNorm(KSP,PetscInt,PetscReal,void *);
291 PETSC_EXTERN PetscErrorCode KSPMonitorDefaultShort(KSP,PetscInt,PetscReal,void *);
292 PETSC_EXTERN PetscErrorCode KSPMonitorSolution(KSP,PetscInt,PetscReal,void *);
293 PETSC_EXTERN PetscErrorCode KSPMonitorAMS(KSP,PetscInt,PetscReal,void*);
294 PETSC_EXTERN PetscErrorCode KSPMonitorAMSCreate(KSP,const char*,void**);
295 PETSC_EXTERN PetscErrorCode KSPMonitorAMSDestroy(void**);
296 PETSC_EXTERN PetscErrorCode KSPGMRESMonitorKrylov(KSP,PetscInt,PetscReal,void *);
297 
298 PETSC_EXTERN PetscErrorCode KSPUnwindPreconditioner(KSP,Vec,Vec);
299 PETSC_EXTERN PetscErrorCode KSPInitialResidual(KSP,Vec,Vec,Vec,Vec,Vec);
300 
301 PETSC_EXTERN PetscErrorCode KSPSetOperators(KSP,Mat,Mat,MatStructure);
302 PETSC_EXTERN PetscErrorCode KSPGetOperators(KSP,Mat*,Mat*,MatStructure*);
303 PETSC_EXTERN PetscErrorCode KSPGetOperatorsSet(KSP,PetscBool *,PetscBool *);
304 PETSC_EXTERN PetscErrorCode KSPSetOptionsPrefix(KSP,const char[]);
305 PETSC_EXTERN PetscErrorCode KSPAppendOptionsPrefix(KSP,const char[]);
306 PETSC_EXTERN PetscErrorCode KSPGetOptionsPrefix(KSP,const char*[]);
307 PETSC_EXTERN PetscErrorCode KSPSetTabLevel(KSP,PetscInt);
308 PETSC_EXTERN PetscErrorCode KSPGetTabLevel(KSP,PetscInt*);
309 
310 PETSC_EXTERN PetscErrorCode KSPSetDiagonalScale(KSP,PetscBool );
311 PETSC_EXTERN PetscErrorCode KSPGetDiagonalScale(KSP,PetscBool *);
312 PETSC_EXTERN PetscErrorCode KSPSetDiagonalScaleFix(KSP,PetscBool );
313 PETSC_EXTERN PetscErrorCode KSPGetDiagonalScaleFix(KSP,PetscBool *);
314 
315 PETSC_EXTERN PetscErrorCode KSPView(KSP,PetscViewer);
316 PETSC_EXTERN PetscErrorCode KSPLoad(KSP,PetscViewer);
317 
318 #define KSP_FILE_CLASSID 1211223
319 
320 PETSC_EXTERN PetscErrorCode KSPLSQRSetStandardErrorVec(KSP,Vec);
321 PETSC_EXTERN PetscErrorCode KSPLSQRGetStandardErrorVec(KSP,Vec*);
322 
323 PETSC_EXTERN PetscErrorCode PCRedundantGetKSP(PC,KSP*);
324 PETSC_EXTERN PetscErrorCode PCRedistributeGetKSP(PC,KSP*);
325 
326 /*E
327     KSPNormType - Norm that is passed in the Krylov convergence
328        test routines.
329 
330    Level: advanced
331 
332    Each solver only supports a subset of these and some may support different ones
333    depending on left or right preconditioning, see KSPSetPCSide()
334 
335    Notes: this must match finclude/petscksp.h
336 
337 .seealso: KSPSolve(), KSPGetConvergedReason(), KSPSetNormType(),
338           KSPSetConvergenceTest(), KSPSetPCSide()
339 E*/
340 typedef enum {KSP_NORM_DEFAULT = -1,KSP_NORM_NONE = 0,KSP_NORM_PRECONDITIONED = 1,KSP_NORM_UNPRECONDITIONED = 2,KSP_NORM_NATURAL = 3} KSPNormType;
341 #define KSP_NORM_MAX (KSP_NORM_NATURAL + 1)
342 PETSC_EXTERN const char *const*const KSPNormTypes;
343 
344 /*MC
345     KSP_NORM_NONE - Do not compute a norm during the Krylov process. This will
346           possibly save some computation but means the convergence test cannot
347           be based on a norm of a residual etc.
348 
349    Level: advanced
350 
351     Note: Some Krylov methods need to compute a residual norm and then this option is ignored
352 
353 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_PRECONDITIONED, KSP_NORM_UNPRECONDITIONED, KSP_NORM_NATURAL
354 M*/
355 
356 /*MC
357     KSP_NORM_PRECONDITIONED - Compute the norm of the preconditioned residual and pass that to the
358        convergence test routine.
359 
360    Level: advanced
361 
362 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_NONE, KSP_NORM_UNPRECONDITIONED, KSP_NORM_NATURAL, KSPSetConvergenceTest()
363 M*/
364 
365 /*MC
366     KSP_NORM_UNPRECONDITIONED - Compute the norm of the true residual (b - A*x) and pass that to the
367        convergence test routine.
368 
369    Level: advanced
370 
371 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_NONE, KSP_NORM_PRECONDITIONED, KSP_NORM_NATURAL, KSPSetConvergenceTest()
372 M*/
373 
374 /*MC
375     KSP_NORM_NATURAL - Compute the 'natural norm' of residual sqrt((b - A*x)*B*(b - A*x)) and pass that to the
376        convergence test routine. This is only supported by  KSPCG, KSPCR, KSPCGNE, KSPCGS
377 
378    Level: advanced
379 
380 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_NONE, KSP_NORM_PRECONDITIONED, KSP_NORM_UNPRECONDITIONED, KSPSetConvergenceTest()
381 M*/
382 
383 PETSC_EXTERN PetscErrorCode KSPSetNormType(KSP,KSPNormType);
384 PETSC_EXTERN PetscErrorCode KSPGetNormType(KSP,KSPNormType*);
385 PETSC_EXTERN PetscErrorCode KSPSetSupportedNorm(KSP ksp,KSPNormType,PCSide,PetscInt);
386 PETSC_EXTERN PetscErrorCode KSPSetCheckNormIteration(KSP,PetscInt);
387 PETSC_EXTERN PetscErrorCode KSPSetLagNorm(KSP,PetscBool);
388 
389 PETSC_EXTERN PetscErrorCode KSPGetVecs(KSP,PetscInt,Vec**,PetscInt,Vec**);
390 
391 /*E
392     KSPConvergedReason - reason a Krylov method was said to
393          have converged or diverged
394 
395    Level: beginner
396 
397    Notes: See KSPGetConvergedReason() for explanation of each value
398 
399    Developer notes: this must match finclude/petscksp.h
400 
401       The string versions of these are KSPConvergedReasons; if you change
402       any of the values here also change them that array of names.
403 
404 .seealso: KSPSolve(), KSPGetConvergedReason(), KSPSetTolerances()
405 E*/
406 typedef enum {/* converged */
407               KSP_CONVERGED_RTOL_NORMAL        =  1,
408               KSP_CONVERGED_ATOL_NORMAL        =  9,
409               KSP_CONVERGED_RTOL               =  2,
410               KSP_CONVERGED_ATOL               =  3,
411               KSP_CONVERGED_ITS                =  4,
412               KSP_CONVERGED_CG_NEG_CURVE       =  5,
413               KSP_CONVERGED_CG_CONSTRAINED     =  6,
414               KSP_CONVERGED_STEP_LENGTH        =  7,
415               KSP_CONVERGED_HAPPY_BREAKDOWN    =  8,
416               /* diverged */
417               KSP_DIVERGED_NULL                = -2,
418               KSP_DIVERGED_ITS                 = -3,
419               KSP_DIVERGED_DTOL                = -4,
420               KSP_DIVERGED_BREAKDOWN           = -5,
421               KSP_DIVERGED_BREAKDOWN_BICG      = -6,
422               KSP_DIVERGED_NONSYMMETRIC        = -7,
423               KSP_DIVERGED_INDEFINITE_PC       = -8,
424               KSP_DIVERGED_NANORINF            = -9,
425               KSP_DIVERGED_INDEFINITE_MAT      = -10,
426 
427               KSP_CONVERGED_ITERATING          =  0} KSPConvergedReason;
428 PETSC_EXTERN const char *const*KSPConvergedReasons;
429 
430 /*MC
431      KSP_CONVERGED_RTOL - norm(r) <= rtol*norm(b)
432 
433    Level: beginner
434 
435    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
436        for left preconditioning it is the 2-norm of the preconditioned residual, and the
437        2-norm of the residual for right preconditioning
438 
439 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
440 
441 M*/
442 
443 /*MC
444      KSP_CONVERGED_ATOL - norm(r) <= atol
445 
446    Level: beginner
447 
448    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
449        for left preconditioning it is the 2-norm of the preconditioned residual, and the
450        2-norm of the residual for right preconditioning
451 
452    Level: beginner
453 
454 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
455 
456 M*/
457 
458 /*MC
459      KSP_DIVERGED_DTOL - norm(r) >= dtol*norm(b)
460 
461    Level: beginner
462 
463    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
464        for left preconditioning it is the 2-norm of the preconditioned residual, and the
465        2-norm of the residual for right preconditioning
466 
467    Level: beginner
468 
469 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
470 
471 M*/
472 
473 /*MC
474      KSP_DIVERGED_ITS - Ran out of iterations before any convergence criteria was
475       reached
476 
477    Level: beginner
478 
479 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
480 
481 M*/
482 
483 /*MC
484      KSP_CONVERGED_ITS - Used by the KSPPREONLY solver after the single iteration of
485            the preconditioner is applied. Also used when the KSPSkipConverged() convergence
486            test routine is set in KSP.
487 
488 
489    Level: beginner
490 
491 
492 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
493 
494 M*/
495 
496 /*MC
497      KSP_DIVERGED_BREAKDOWN - A breakdown in the Krylov method was detected so the
498           method could not continue to enlarge the Krylov space. Could be due to a singlular matrix or
499           preconditioner.
500 
501    Level: beginner
502 
503 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
504 
505 M*/
506 
507 /*MC
508      KSP_DIVERGED_BREAKDOWN_BICG - A breakdown in the KSPBICG method was detected so the
509           method could not continue to enlarge the Krylov space.
510 
511 
512    Level: beginner
513 
514 
515 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
516 
517 M*/
518 
519 /*MC
520      KSP_DIVERGED_NONSYMMETRIC - It appears the operator or preconditioner is not
521         symmetric and this Krylov method (KSPCG, KSPMINRES, KSPCR) requires symmetry
522 
523    Level: beginner
524 
525 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
526 
527 M*/
528 
529 /*MC
530      KSP_DIVERGED_INDEFINITE_PC - It appears the preconditioner is indefinite (has both
531         positive and negative eigenvalues) and this Krylov method (KSPCG) requires it to
532         be positive definite
533 
534    Level: beginner
535 
536      Notes: This can happen with the PCICC preconditioner, use -pc_factor_shift_positive_definite to force
537   the PCICC preconditioner to generate a positive definite preconditioner
538 
539 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
540 
541 M*/
542 
543 /*MC
544      KSP_CONVERGED_ITERATING - This flag is returned if you call KSPGetConvergedReason()
545         while the KSPSolve() is still running.
546 
547    Level: beginner
548 
549 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
550 
551 M*/
552 
553 PETSC_EXTERN PetscErrorCode KSPSetConvergenceTest(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,KSPConvergedReason*,void*),void *,PetscErrorCode (*)(void*));
554 PETSC_EXTERN PetscErrorCode KSPGetConvergenceContext(KSP,void **);
555 PETSC_EXTERN PetscErrorCode KSPDefaultConverged(KSP,PetscInt,PetscReal,KSPConvergedReason*,void *);
556 PETSC_EXTERN PetscErrorCode KSPConvergedLSQR(KSP,PetscInt,PetscReal,KSPConvergedReason*,void *);
557 PETSC_EXTERN PetscErrorCode KSPDefaultConvergedDestroy(void *);
558 PETSC_EXTERN PetscErrorCode KSPDefaultConvergedCreate(void **);
559 PETSC_EXTERN PetscErrorCode KSPDefaultConvergedSetUIRNorm(KSP);
560 PETSC_EXTERN PetscErrorCode KSPDefaultConvergedSetUMIRNorm(KSP);
561 PETSC_EXTERN PetscErrorCode KSPSkipConverged(KSP,PetscInt,PetscReal,KSPConvergedReason*,void *);
562 PETSC_EXTERN PetscErrorCode KSPGetConvergedReason(KSP,KSPConvergedReason *);
563 
564 PETSC_EXTERN PetscErrorCode KSPComputeExplicitOperator(KSP,Mat *);
565 
566 /*E
567     KSPCGType - Determines what type of CG to use
568 
569    Level: beginner
570 
571 .seealso: KSPCGSetType()
572 E*/
573 typedef enum {KSP_CG_SYMMETRIC=0,KSP_CG_HERMITIAN=1} KSPCGType;
574 PETSC_EXTERN const char *const KSPCGTypes[];
575 
576 PETSC_EXTERN PetscErrorCode KSPCGSetType(KSP,KSPCGType);
577 PETSC_EXTERN PetscErrorCode KSPCGUseSingleReduction(KSP,PetscBool );
578 
579 PETSC_EXTERN PetscErrorCode KSPNASHSetRadius(KSP,PetscReal);
580 PETSC_EXTERN PetscErrorCode KSPNASHGetNormD(KSP,PetscReal *);
581 PETSC_EXTERN PetscErrorCode KSPNASHGetObjFcn(KSP,PetscReal *);
582 
583 PETSC_EXTERN PetscErrorCode KSPSTCGSetRadius(KSP,PetscReal);
584 PETSC_EXTERN PetscErrorCode KSPSTCGGetNormD(KSP,PetscReal *);
585 PETSC_EXTERN PetscErrorCode KSPSTCGGetObjFcn(KSP,PetscReal *);
586 
587 PETSC_EXTERN PetscErrorCode KSPGLTRSetRadius(KSP,PetscReal);
588 PETSC_EXTERN PetscErrorCode KSPGLTRGetNormD(KSP,PetscReal *);
589 PETSC_EXTERN PetscErrorCode KSPGLTRGetObjFcn(KSP,PetscReal *);
590 PETSC_EXTERN PetscErrorCode KSPGLTRGetMinEig(KSP,PetscReal *);
591 PETSC_EXTERN PetscErrorCode KSPGLTRGetLambda(KSP,PetscReal *);
592 
593 PETSC_EXTERN PetscErrorCode KSPPythonSetType(KSP,const char[]);
594 
595 PETSC_EXTERN PetscErrorCode PCPreSolve(PC,KSP);
596 PETSC_EXTERN PetscErrorCode PCPostSolve(PC,KSP);
597 
598 #include <petscdrawtypes.h>
599 PETSC_EXTERN PetscErrorCode KSPMonitorLGResidualNormCreate(const char[],const char[],int,int,int,int,PetscDrawLG*);
600 PETSC_EXTERN PetscErrorCode KSPMonitorLGResidualNorm(KSP,PetscInt,PetscReal,void*);
601 PETSC_EXTERN PetscErrorCode KSPMonitorLGResidualNormDestroy(PetscDrawLG*);
602 PETSC_EXTERN PetscErrorCode KSPMonitorLGTrueResidualNormCreate(MPI_Comm,const char[],const char[],int,int,int,int,PetscDrawLG*);
603 PETSC_EXTERN PetscErrorCode KSPMonitorLGTrueResidualNorm(KSP,PetscInt,PetscReal,void*);
604 PETSC_EXTERN PetscErrorCode KSPMonitorLGTrueResidualNormDestroy(PetscDrawLG*);
605 PETSC_EXTERN PetscErrorCode KSPMonitorLGRange(KSP,PetscInt,PetscReal,void*);
606 
607 PETSC_EXTERN PetscErrorCode PCShellSetPreSolve(PC,PetscErrorCode (*)(PC,KSP,Vec,Vec));
608 PETSC_EXTERN PetscErrorCode PCShellSetPostSolve(PC,PetscErrorCode (*)(PC,KSP,Vec,Vec));
609 
610 /* see src/ksp/ksp/interface/iguess.c */
611 typedef struct _p_KSPFischerGuess {PetscInt method,curl,maxl,refcnt;PetscBool  monitor;Mat mat; KSP ksp;}* KSPFischerGuess;
612 
613 PETSC_EXTERN PetscErrorCode KSPFischerGuessCreate(KSP,PetscInt,PetscInt,KSPFischerGuess*);
614 PETSC_EXTERN PetscErrorCode KSPFischerGuessDestroy(KSPFischerGuess*);
615 PETSC_EXTERN PetscErrorCode KSPFischerGuessReset(KSPFischerGuess);
616 PETSC_EXTERN PetscErrorCode KSPFischerGuessUpdate(KSPFischerGuess,Vec);
617 PETSC_EXTERN PetscErrorCode KSPFischerGuessFormGuess(KSPFischerGuess,Vec,Vec);
618 PETSC_EXTERN PetscErrorCode KSPFischerGuessSetFromOptions(KSPFischerGuess);
619 
620 PETSC_EXTERN PetscErrorCode KSPSetUseFischerGuess(KSP,PetscInt,PetscInt);
621 PETSC_EXTERN PetscErrorCode KSPSetFischerGuess(KSP,KSPFischerGuess);
622 PETSC_EXTERN PetscErrorCode KSPGetFischerGuess(KSP,KSPFischerGuess*);
623 
624 PETSC_EXTERN PetscErrorCode MatCreateSchurComplement(Mat,Mat,Mat,Mat,Mat,Mat*);
625 PETSC_EXTERN PetscErrorCode MatSchurComplementGetKSP(Mat,KSP*);
626 PETSC_EXTERN PetscErrorCode MatSchurComplementSetKSP(Mat,KSP);
627 PETSC_EXTERN PetscErrorCode MatSchurComplementSet(Mat,Mat,Mat,Mat,Mat,Mat);
628 PETSC_EXTERN PetscErrorCode MatSchurComplementUpdate(Mat,Mat,Mat,Mat,Mat,Mat,MatStructure);
629 PETSC_EXTERN PetscErrorCode MatSchurComplementGetSubmatrices(Mat,Mat*,Mat*,Mat*,Mat*,Mat*);
630 PETSC_EXTERN PetscErrorCode MatGetSchurComplement(Mat,IS,IS,IS,IS,MatReuse,Mat *,MatReuse,Mat *);
631 
632 PETSC_EXTERN PetscErrorCode KSPSetDM(KSP,DM);
633 PETSC_EXTERN PetscErrorCode KSPSetDMActive(KSP,PetscBool );
634 PETSC_EXTERN PetscErrorCode KSPGetDM(KSP,DM*);
635 PETSC_EXTERN PetscErrorCode KSPSetApplicationContext(KSP,void*);
636 PETSC_EXTERN PetscErrorCode KSPGetApplicationContext(KSP,void*);
637 PETSC_EXTERN PetscErrorCode KSPSetComputeRHS(KSP,PetscErrorCode (*func)(KSP,Vec,void*),void *);
638 PETSC_EXTERN PetscErrorCode KSPSetComputeOperators(KSP,PetscErrorCode(*)(KSP,Mat,Mat,MatStructure*,void*),void*);
639 PETSC_EXTERN PetscErrorCode KSPSetComputeInitialGuess(KSP,PetscErrorCode(*)(KSP,Vec,void*),void*);
640 PETSC_EXTERN PetscErrorCode DMKSPSetComputeOperators(DM,PetscErrorCode(*)(KSP,Mat,Mat,MatStructure*,void*),void*);
641 PETSC_EXTERN PetscErrorCode DMKSPGetComputeOperators(DM,PetscErrorCode(**)(KSP,Mat,Mat,MatStructure*,void*),void*);
642 PETSC_EXTERN PetscErrorCode DMKSPSetComputeRHS(DM,PetscErrorCode(*)(KSP,Vec,void*),void*);
643 PETSC_EXTERN PetscErrorCode DMKSPGetComputeRHS(DM,PetscErrorCode(**)(KSP,Vec,void*),void*);
644 PETSC_EXTERN PetscErrorCode DMKSPSetComputeInitialGuess(DM,PetscErrorCode(*)(KSP,Vec,void*),void*);
645 PETSC_EXTERN PetscErrorCode DMKSPGetComputeInitialGuess(DM,PetscErrorCode(**)(KSP,Vec,void*),void*);
646 
647 #endif
648