xref: /petsc/include/petscksp.h (revision 3bba995bb7e1d1a1fc8317b2ad013839166f62a6)
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(void);
9 
10 /*S
11      KSP - Abstract PETSc object that manages all Krylov methods. This is the object that manages the
12          linear solves in PETSc (even those such as direct solvers that do no use Krylov accelerators).
13 
14    Level: beginner
15 
16   Concepts: Krylov methods
17 
18         Notes: When a direct solver is used but no Krylov solver is used the KSP object is still used by with a
19        KSPType of KSPPREONLY (meaning application of the preconditioner is only used as the linear solver).
20 
21 .seealso:  KSPCreate(), KSPSetType(), KSPType, SNES, TS, PC, KSP, KSPDestroy()
22 S*/
23 typedef struct _p_KSP*     KSP;
24 
25 /*J
26     KSPType - String with the name of a PETSc Krylov method.
27 
28    Level: beginner
29 
30 .seealso: KSPSetType(), KSP, KSPRegister(), KSPCreate(), KSPSetFromOptions()
31 J*/
32 typedef const char* KSPType;
33 #define KSPRICHARDSON "richardson"
34 #define KSPCHEBYSHEV  "chebyshev"
35 #define KSPCG         "cg"
36 #define KSPGROPPCG    "groppcg"
37 #define KSPPIPECG     "pipecg"
38 #define   KSPCGNE       "cgne"
39 #define   KSPNASH       "nash"
40 #define   KSPSTCG       "stcg"
41 #define   KSPGLTR       "gltr"
42 #define KSPFCG        "fcg"
43 #define KSPGMRES      "gmres"
44 #define   KSPFGMRES     "fgmres"
45 #define   KSPLGMRES     "lgmres"
46 #define   KSPDGMRES     "dgmres"
47 #define   KSPPGMRES     "pgmres"
48 #define KSPTCQMR      "tcqmr"
49 #define KSPBCGS       "bcgs"
50 #define   KSPIBCGS      "ibcgs"
51 #define   KSPFBCGS      "fbcgs"
52 #define   KSPFBCGSR     "fbcgsr"
53 #define   KSPBCGSL      "bcgsl"
54 #define KSPCGS        "cgs"
55 #define KSPTFQMR      "tfqmr"
56 #define KSPCR         "cr"
57 #define KSPPIPECR     "pipecr"
58 #define KSPLSQR       "lsqr"
59 #define KSPPREONLY    "preonly"
60 #define KSPQCG        "qcg"
61 #define KSPBICG       "bicg"
62 #define KSPMINRES     "minres"
63 #define KSPSYMMLQ     "symmlq"
64 #define KSPLCD        "lcd"
65 #define KSPPYTHON     "python"
66 #define KSPGCR        "gcr"
67 
68 /* Logging support */
69 PETSC_EXTERN PetscClassId KSP_CLASSID;
70 PETSC_EXTERN PetscClassId DMKSP_CLASSID;
71 
72 PETSC_EXTERN PetscErrorCode KSPCreate(MPI_Comm,KSP *);
73 PETSC_EXTERN PetscErrorCode KSPSetType(KSP,KSPType);
74 PETSC_EXTERN PetscErrorCode KSPGetType(KSP,KSPType *);
75 PETSC_EXTERN PetscErrorCode KSPSetUp(KSP);
76 PETSC_EXTERN PetscErrorCode KSPSetUpOnBlocks(KSP);
77 PETSC_EXTERN PetscErrorCode KSPSolve(KSP,Vec,Vec);
78 PETSC_EXTERN PetscErrorCode KSPSolveTranspose(KSP,Vec,Vec);
79 PETSC_EXTERN PetscErrorCode KSPReset(KSP);
80 PETSC_EXTERN PetscErrorCode KSPDestroy(KSP*);
81 PETSC_EXTERN PetscErrorCode KSPSetReusePreconditioner(KSP,PetscBool);
82 PETSC_EXTERN PetscErrorCode KSPSetSkipPCSetFromOptions(KSP,PetscBool);
83 
84 PETSC_EXTERN PetscFunctionList KSPList;
85 PETSC_EXTERN PetscErrorCode KSPRegister(const char[],PetscErrorCode (*)(KSP));
86 
87 PETSC_EXTERN PetscErrorCode KSPSetPCSide(KSP,PCSide);
88 PETSC_EXTERN PetscErrorCode KSPGetPCSide(KSP,PCSide*);
89 PETSC_EXTERN PetscErrorCode KSPSetTolerances(KSP,PetscReal,PetscReal,PetscReal,PetscInt);
90 PETSC_EXTERN PetscErrorCode KSPGetTolerances(KSP,PetscReal*,PetscReal*,PetscReal*,PetscInt*);
91 PETSC_EXTERN PetscErrorCode KSPSetInitialGuessNonzero(KSP,PetscBool );
92 PETSC_EXTERN PetscErrorCode KSPGetInitialGuessNonzero(KSP,PetscBool  *);
93 PETSC_EXTERN PetscErrorCode KSPSetInitialGuessKnoll(KSP,PetscBool );
94 PETSC_EXTERN PetscErrorCode KSPGetInitialGuessKnoll(KSP,PetscBool *);
95 PETSC_EXTERN PetscErrorCode KSPSetErrorIfNotConverged(KSP,PetscBool );
96 PETSC_EXTERN PetscErrorCode KSPGetErrorIfNotConverged(KSP,PetscBool  *);
97 PETSC_EXTERN PetscErrorCode KSPSetComputeEigenvalues(KSP,PetscBool );
98 PETSC_EXTERN PetscErrorCode KSPGetComputeEigenvalues(KSP,PetscBool *);
99 PETSC_EXTERN PetscErrorCode KSPSetComputeSingularValues(KSP,PetscBool );
100 PETSC_EXTERN PetscErrorCode KSPGetComputeSingularValues(KSP,PetscBool *);
101 PETSC_EXTERN PetscErrorCode KSPGetRhs(KSP,Vec *);
102 PETSC_EXTERN PetscErrorCode KSPGetSolution(KSP,Vec *);
103 PETSC_EXTERN PetscErrorCode KSPGetResidualNorm(KSP,PetscReal*);
104 PETSC_EXTERN PetscErrorCode KSPGetIterationNumber(KSP,PetscInt*);
105 PETSC_EXTERN PetscErrorCode KSPGetTotalIterations(KSP,PetscInt*);
106 PETSC_EXTERN PetscErrorCode KSPSetNullSpace(KSP,MatNullSpace);
107 PETSC_EXTERN PetscErrorCode KSPGetNullSpace(KSP,MatNullSpace*);
108 PETSC_EXTERN PetscErrorCode KSPCreateVecs(KSP,PetscInt,Vec**,PetscInt,Vec**);
109 PETSC_DEPRECATED("Use KSPCreateVecs()") PETSC_STATIC_INLINE PetscErrorCode KSPGetVecs(KSP ksp,PetscInt n,Vec **x,PetscInt m,Vec **y) {return KSPCreateVecs(ksp,n,x,m,y);}
110 
111 PETSC_EXTERN PetscErrorCode KSPSetPreSolve(KSP,PetscErrorCode (*)(KSP,Vec,Vec,void*),void*);
112 PETSC_EXTERN PetscErrorCode KSPSetPostSolve(KSP,PetscErrorCode (*)(KSP,Vec,Vec,void*),void*);
113 
114 PETSC_EXTERN PetscErrorCode KSPSetPC(KSP,PC);
115 PETSC_EXTERN PetscErrorCode KSPGetPC(KSP,PC*);
116 
117 PETSC_EXTERN PetscErrorCode KSPMonitor(KSP,PetscInt,PetscReal);
118 PETSC_EXTERN PetscErrorCode KSPMonitorSet(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,void*),void *,PetscErrorCode (*)(void**));
119 PETSC_EXTERN PetscErrorCode KSPMonitorCancel(KSP);
120 PETSC_EXTERN PetscErrorCode KSPGetMonitorContext(KSP,void **);
121 PETSC_EXTERN PetscErrorCode KSPGetResidualHistory(KSP,PetscReal*[],PetscInt *);
122 PETSC_EXTERN PetscErrorCode KSPSetResidualHistory(KSP,PetscReal[],PetscInt,PetscBool );
123 
124 PETSC_EXTERN PetscErrorCode KSPBuildSolutionDefault(KSP,Vec,Vec*);
125 PETSC_EXTERN PetscErrorCode KSPBuildResidualDefault(KSP,Vec,Vec,Vec *);
126 PETSC_EXTERN PetscErrorCode KSPDestroyDefault(KSP);
127 PETSC_EXTERN PetscErrorCode KSPSetWorkVecs(KSP,PetscInt);
128 
129 PETSC_EXTERN PetscErrorCode PCKSPGetKSP(PC,KSP*);
130 PETSC_EXTERN PetscErrorCode PCBJacobiGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
131 PETSC_EXTERN PetscErrorCode PCASMGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
132 PETSC_EXTERN PetscErrorCode PCGASMGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
133 PETSC_EXTERN PetscErrorCode PCFieldSplitGetSubKSP(PC,PetscInt*,KSP*[]);
134 PETSC_EXTERN PetscErrorCode PCMGGetSmoother(PC,PetscInt,KSP*);
135 PETSC_EXTERN PetscErrorCode PCMGGetSmootherDown(PC,PetscInt,KSP*);
136 PETSC_EXTERN PetscErrorCode PCMGGetSmootherUp(PC,PetscInt,KSP*);
137 PETSC_EXTERN PetscErrorCode PCMGGetCoarseSolve(PC,KSP*);
138 PETSC_EXTERN PetscErrorCode PCGalerkinGetKSP(PC,KSP *);
139 
140 PETSC_EXTERN PetscErrorCode KSPBuildSolution(KSP,Vec,Vec *);
141 PETSC_EXTERN PetscErrorCode KSPBuildResidual(KSP,Vec,Vec,Vec *);
142 
143 PETSC_EXTERN PetscErrorCode KSPRichardsonSetScale(KSP,PetscReal);
144 PETSC_EXTERN PetscErrorCode KSPRichardsonSetSelfScale(KSP,PetscBool );
145 PETSC_EXTERN PetscErrorCode KSPChebyshevSetEigenvalues(KSP,PetscReal,PetscReal);
146 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigSet(KSP,PetscReal,PetscReal,PetscReal,PetscReal);
147 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigSetRandom(KSP,PetscRandom);
148 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigGetKSP(KSP,KSP*);
149 PETSC_EXTERN PetscErrorCode KSPComputeExtremeSingularValues(KSP,PetscReal*,PetscReal*);
150 PETSC_EXTERN PetscErrorCode KSPComputeEigenvalues(KSP,PetscInt,PetscReal[],PetscReal[],PetscInt *);
151 PETSC_EXTERN PetscErrorCode KSPComputeEigenvaluesExplicitly(KSP,PetscInt,PetscReal[],PetscReal[]);
152 
153 /*E
154 
155   KSPFCGTruncationType - Define how stored directions are used to orthogonalize in FCG
156 
157   KSP_FCG_TRUNC_TYPE_STANDARD uses all (up to mmax) stored directions
158   KSP_FCG_TRUNC_TYPE_NOTAY uses the last max(1,mod(i,mmax)) stored directions at iteration i=0,1..
159 
160    Level: intermediate
161 
162 .seealso : KSPFCG,KSPFCGSetTruncationType(),KSPFCGGetTruncationType()
163 
164 E*/
165 typedef enum {KSP_FCG_TRUNC_TYPE_STANDARD,KSP_FCG_TRUNC_TYPE_NOTAY} KSPFCGTruncationType;
166 PETSC_EXTERN const char *const KSPFCGTruncationTypes[];
167 
168 PETSC_EXTERN PetscErrorCode KSPFCGSetMmax(KSP,PetscInt);
169 PETSC_EXTERN PetscErrorCode KSPFCGGetMmax(KSP,PetscInt*);
170 PETSC_EXTERN PetscErrorCode KSPFCGSetNprealloc(KSP,PetscInt);
171 PETSC_EXTERN PetscErrorCode KSPFCGGetNprealloc(KSP,PetscInt*);
172 PETSC_EXTERN PetscErrorCode KSPFCGSetTruncationType(KSP,KSPFCGTruncationType);
173 PETSC_EXTERN PetscErrorCode KSPFCGGetTruncationType(KSP,KSPFCGTruncationType*);
174 
175 PETSC_EXTERN PetscErrorCode KSPGMRESSetRestart(KSP, PetscInt);
176 PETSC_EXTERN PetscErrorCode KSPGMRESGetRestart(KSP, PetscInt*);
177 PETSC_EXTERN PetscErrorCode KSPGMRESSetHapTol(KSP,PetscReal);
178 
179 PETSC_EXTERN PetscErrorCode KSPGMRESSetPreAllocateVectors(KSP);
180 PETSC_EXTERN PetscErrorCode KSPGMRESSetOrthogonalization(KSP,PetscErrorCode (*)(KSP,PetscInt));
181 PETSC_EXTERN PetscErrorCode KSPGMRESGetOrthogonalization(KSP,PetscErrorCode (**)(KSP,PetscInt));
182 PETSC_EXTERN PetscErrorCode KSPGMRESModifiedGramSchmidtOrthogonalization(KSP,PetscInt);
183 PETSC_EXTERN PetscErrorCode KSPGMRESClassicalGramSchmidtOrthogonalization(KSP,PetscInt);
184 
185 PETSC_EXTERN PetscErrorCode KSPLGMRESSetAugDim(KSP,PetscInt);
186 PETSC_EXTERN PetscErrorCode KSPLGMRESSetConstant(KSP);
187 
188 PETSC_EXTERN PetscErrorCode KSPGCRSetRestart(KSP,PetscInt);
189 PETSC_EXTERN PetscErrorCode KSPGCRGetRestart(KSP,PetscInt*);
190 PETSC_EXTERN PetscErrorCode KSPGCRSetModifyPC(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,void*),void*,PetscErrorCode(*)(void*));
191 
192 /*E
193     KSPGMRESCGSRefinementType - How the classical (unmodified) Gram-Schmidt is performed.
194 
195    Level: advanced
196 
197 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
198           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSPGMRESModifiedGramSchmidtOrthogonalization()
199 
200 E*/
201 typedef enum {KSP_GMRES_CGS_REFINE_NEVER, KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS} KSPGMRESCGSRefinementType;
202 PETSC_EXTERN const char *const KSPGMRESCGSRefinementTypes[];
203 /*MC
204     KSP_GMRES_CGS_REFINE_NEVER - Do the classical (unmodified) Gram-Schmidt process
205 
206    Level: advanced
207 
208    Note: Possible unstable, but the fastest to compute
209 
210 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
211           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS,
212           KSPGMRESModifiedGramSchmidtOrthogonalization()
213 M*/
214 
215 /*MC
216     KSP_GMRES_CGS_REFINE_IFNEEDED - Do the classical (unmodified) Gram-Schmidt process and one step of
217           iterative refinement if an estimate of the orthogonality of the resulting vectors indicates
218           poor orthogonality.
219 
220    Level: advanced
221 
222    Note: This is slower than KSP_GMRES_CGS_REFINE_NEVER because it requires an extra norm computation to
223      estimate the orthogonality but is more stable.
224 
225 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
226           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_NEVER, KSP_GMRES_CGS_REFINE_ALWAYS,
227           KSPGMRESModifiedGramSchmidtOrthogonalization()
228 M*/
229 
230 /*MC
231     KSP_GMRES_CGS_REFINE_NEVER - Do two steps of the classical (unmodified) Gram-Schmidt process.
232 
233    Level: advanced
234 
235    Note: This is roughly twice the cost of KSP_GMRES_CGS_REFINE_NEVER because it performs the process twice
236      but it saves the extra norm calculation needed by KSP_GMRES_CGS_REFINE_IFNEEDED.
237 
238         You should only use this if you absolutely know that the iterative refinement is needed.
239 
240 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
241           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS,
242           KSPGMRESModifiedGramSchmidtOrthogonalization()
243 M*/
244 
245 PETSC_EXTERN PetscErrorCode KSPGMRESSetCGSRefinementType(KSP,KSPGMRESCGSRefinementType);
246 PETSC_EXTERN PetscErrorCode KSPGMRESGetCGSRefinementType(KSP,KSPGMRESCGSRefinementType*);
247 
248 PETSC_EXTERN PetscErrorCode KSPFGMRESModifyPCNoChange(KSP,PetscInt,PetscInt,PetscReal,void*);
249 PETSC_EXTERN PetscErrorCode KSPFGMRESModifyPCKSP(KSP,PetscInt,PetscInt,PetscReal,void*);
250 PETSC_EXTERN PetscErrorCode KSPFGMRESSetModifyPC(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscInt,PetscReal,void*),void*,PetscErrorCode(*)(void*));
251 
252 PETSC_EXTERN PetscErrorCode KSPQCGSetTrustRegionRadius(KSP,PetscReal);
253 PETSC_EXTERN PetscErrorCode KSPQCGGetQuadratic(KSP,PetscReal*);
254 PETSC_EXTERN PetscErrorCode KSPQCGGetTrialStepNorm(KSP,PetscReal*);
255 
256 PETSC_EXTERN PetscErrorCode KSPBCGSLSetXRes(KSP,PetscReal);
257 PETSC_EXTERN PetscErrorCode KSPBCGSLSetPol(KSP,PetscBool );
258 PETSC_EXTERN PetscErrorCode KSPBCGSLSetEll(KSP,PetscInt);
259 PETSC_EXTERN PetscErrorCode KSPBCGSLSetUsePseudoinverse(KSP,PetscBool);
260 
261 PETSC_EXTERN PetscErrorCode KSPSetFromOptions(KSP);
262 PETSC_EXTERN PetscErrorCode KSPAddOptionsChecker(PetscErrorCode (*)(KSP));
263 
264 PETSC_EXTERN PetscErrorCode KSPMonitorSingularValue(KSP,PetscInt,PetscReal,void *);
265 PETSC_EXTERN PetscErrorCode KSPMonitorDefault(KSP,PetscInt,PetscReal,void *);
266 PETSC_EXTERN PetscErrorCode KSPLSQRMonitorDefault(KSP,PetscInt,PetscReal,void *);
267 PETSC_EXTERN PetscErrorCode KSPMonitorRange(KSP,PetscInt,PetscReal,void *);
268 PETSC_EXTERN PetscErrorCode KSPMonitorDynamicTolerance(KSP ksp,PetscInt its,PetscReal fnorm,void *dummy);
269 PETSC_EXTERN PetscErrorCode KSPMonitorDynamicToleranceDestroy(void **dummy);
270 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualNorm(KSP,PetscInt,PetscReal,void *);
271 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualMaxNorm(KSP,PetscInt,PetscReal,void *);
272 PETSC_EXTERN PetscErrorCode KSPMonitorDefaultShort(KSP,PetscInt,PetscReal,void *);
273 PETSC_EXTERN PetscErrorCode KSPMonitorSolution(KSP,PetscInt,PetscReal,void *);
274 PETSC_EXTERN PetscErrorCode KSPMonitorSAWs(KSP,PetscInt,PetscReal,void*);
275 PETSC_EXTERN PetscErrorCode KSPMonitorSAWsCreate(KSP,void**);
276 PETSC_EXTERN PetscErrorCode KSPMonitorSAWsDestroy(void**);
277 PETSC_EXTERN PetscErrorCode KSPGMRESMonitorKrylov(KSP,PetscInt,PetscReal,void *);
278 
279 PETSC_EXTERN PetscErrorCode KSPUnwindPreconditioner(KSP,Vec,Vec);
280 PETSC_EXTERN PetscErrorCode KSPInitialResidual(KSP,Vec,Vec,Vec,Vec,Vec);
281 
282 PETSC_EXTERN PetscErrorCode KSPSetOperators(KSP,Mat,Mat);
283 PETSC_EXTERN PetscErrorCode KSPGetOperators(KSP,Mat*,Mat*);
284 PETSC_EXTERN PetscErrorCode KSPGetOperatorsSet(KSP,PetscBool *,PetscBool *);
285 PETSC_EXTERN PetscErrorCode KSPSetOptionsPrefix(KSP,const char[]);
286 PETSC_EXTERN PetscErrorCode KSPAppendOptionsPrefix(KSP,const char[]);
287 PETSC_EXTERN PetscErrorCode KSPGetOptionsPrefix(KSP,const char*[]);
288 PETSC_EXTERN PetscErrorCode KSPSetTabLevel(KSP,PetscInt);
289 PETSC_EXTERN PetscErrorCode KSPGetTabLevel(KSP,PetscInt*);
290 
291 PETSC_EXTERN PetscErrorCode KSPSetDiagonalScale(KSP,PetscBool );
292 PETSC_EXTERN PetscErrorCode KSPGetDiagonalScale(KSP,PetscBool *);
293 PETSC_EXTERN PetscErrorCode KSPSetDiagonalScaleFix(KSP,PetscBool );
294 PETSC_EXTERN PetscErrorCode KSPGetDiagonalScaleFix(KSP,PetscBool *);
295 
296 PETSC_EXTERN PetscErrorCode KSPView(KSP,PetscViewer);
297 PETSC_EXTERN PetscErrorCode KSPLoad(KSP,PetscViewer);
298 PETSC_STATIC_INLINE PetscErrorCode KSPViewFromOptions(KSP A,const char prefix[],const char name[]) {return PetscObjectViewFromOptions((PetscObject)A,prefix,name);}
299 PETSC_EXTERN PetscErrorCode KSPReasonView(KSP,PetscViewer);
300 PETSC_EXTERN PetscErrorCode KSPReasonViewFromOptions(KSP);
301 
302 #define KSP_FILE_CLASSID 1211223
303 
304 PETSC_EXTERN PetscErrorCode KSPLSQRSetStandardErrorVec(KSP,Vec);
305 PETSC_EXTERN PetscErrorCode KSPLSQRGetStandardErrorVec(KSP,Vec*);
306 
307 PETSC_EXTERN PetscErrorCode PCRedundantGetKSP(PC,KSP*);
308 PETSC_EXTERN PetscErrorCode PCRedistributeGetKSP(PC,KSP*);
309 
310 /*E
311     KSPNormType - Norm that is passed in the Krylov convergence
312        test routines.
313 
314    Level: advanced
315 
316    Each solver only supports a subset of these and some may support different ones
317    depending on left or right preconditioning, see KSPSetPCSide()
318 
319    Notes: this must match petsc/finclude/petscksp.h
320 
321 .seealso: KSPSolve(), KSPGetConvergedReason(), KSPSetNormType(),
322           KSPSetConvergenceTest(), KSPSetPCSide()
323 E*/
324 typedef enum {KSP_NORM_DEFAULT = -1,KSP_NORM_NONE = 0,KSP_NORM_PRECONDITIONED = 1,KSP_NORM_UNPRECONDITIONED = 2,KSP_NORM_NATURAL = 3} KSPNormType;
325 #define KSP_NORM_MAX (KSP_NORM_NATURAL + 1)
326 PETSC_EXTERN const char *const*const KSPNormTypes;
327 
328 /*MC
329     KSP_NORM_NONE - Do not compute a norm during the Krylov process. This will
330           possibly save some computation but means the convergence test cannot
331           be based on a norm of a residual etc.
332 
333    Level: advanced
334 
335     Note: Some Krylov methods need to compute a residual norm (such as GMRES) and then this option is ignored
336 
337 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_PRECONDITIONED, KSP_NORM_UNPRECONDITIONED, KSP_NORM_NATURAL
338 M*/
339 
340 /*MC
341     KSP_NORM_PRECONDITIONED - Compute the norm of the preconditioned residual B*(b - A*x), if left preconditioning, and pass that to the
342        convergence test routine.
343 
344    Level: advanced
345 
346 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_NONE, KSP_NORM_UNPRECONDITIONED, KSP_NORM_NATURAL, KSPSetConvergenceTest()
347 M*/
348 
349 /*MC
350     KSP_NORM_UNPRECONDITIONED - Compute the norm of the true residual (b - A*x) and pass that to the
351        convergence test routine.
352 
353    Level: advanced
354 
355 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_NONE, KSP_NORM_PRECONDITIONED, KSP_NORM_NATURAL, KSPSetConvergenceTest()
356 M*/
357 
358 /*MC
359     KSP_NORM_NATURAL - Compute the 'natural norm' of residual sqrt((b - A*x)*B*(b - A*x)) and pass that to the
360        convergence test routine. This is only supported by  KSPCG, KSPCR, KSPCGNE, KSPCGS, KSPFCG
361 
362    Level: advanced
363 
364 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_NONE, KSP_NORM_PRECONDITIONED, KSP_NORM_UNPRECONDITIONED, KSPSetConvergenceTest()
365 M*/
366 
367 PETSC_EXTERN PetscErrorCode KSPSetNormType(KSP,KSPNormType);
368 PETSC_EXTERN PetscErrorCode KSPGetNormType(KSP,KSPNormType*);
369 PETSC_EXTERN PetscErrorCode KSPSetSupportedNorm(KSP ksp,KSPNormType,PCSide,PetscInt);
370 PETSC_EXTERN PetscErrorCode KSPSetCheckNormIteration(KSP,PetscInt);
371 PETSC_EXTERN PetscErrorCode KSPSetLagNorm(KSP,PetscBool);
372 
373 /*E
374     KSPConvergedReason - reason a Krylov method was said to have converged or diverged
375 
376    Level: beginner
377 
378    Notes: See KSPGetConvergedReason() for explanation of each value
379 
380    Developer notes: this must match petsc/finclude/petscksp.h
381 
382       The string versions of these are KSPConvergedReasons; if you change
383       any of the values here also change them that array of names.
384 
385 .seealso: KSPSolve(), KSPGetConvergedReason(), KSPSetTolerances()
386 E*/
387 typedef enum {/* converged */
388               KSP_CONVERGED_RTOL_NORMAL        =  1,
389               KSP_CONVERGED_ATOL_NORMAL        =  9,
390               KSP_CONVERGED_RTOL               =  2,
391               KSP_CONVERGED_ATOL               =  3,
392               KSP_CONVERGED_ITS                =  4,
393               KSP_CONVERGED_CG_NEG_CURVE       =  5,
394               KSP_CONVERGED_CG_CONSTRAINED     =  6,
395               KSP_CONVERGED_STEP_LENGTH        =  7,
396               KSP_CONVERGED_HAPPY_BREAKDOWN    =  8,
397               /* diverged */
398               KSP_DIVERGED_NULL                = -2,
399               KSP_DIVERGED_ITS                 = -3,
400               KSP_DIVERGED_DTOL                = -4,
401               KSP_DIVERGED_BREAKDOWN           = -5,
402               KSP_DIVERGED_BREAKDOWN_BICG      = -6,
403               KSP_DIVERGED_NONSYMMETRIC        = -7,
404               KSP_DIVERGED_INDEFINITE_PC       = -8,
405               KSP_DIVERGED_NANORINF            = -9,
406               KSP_DIVERGED_INDEFINITE_MAT      = -10,
407 
408               KSP_CONVERGED_ITERATING          =  0} KSPConvergedReason;
409 PETSC_EXTERN const char *const*KSPConvergedReasons;
410 
411 /*MC
412      KSP_CONVERGED_RTOL - norm(r) <= rtol*norm(b)
413 
414    Level: beginner
415 
416    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
417        for left preconditioning it is the 2-norm of the preconditioned residual, and the
418        2-norm of the residual for right preconditioning
419 
420 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
421 
422 M*/
423 
424 /*MC
425      KSP_CONVERGED_ATOL - norm(r) <= atol
426 
427    Level: beginner
428 
429    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
430        for left preconditioning it is the 2-norm of the preconditioned residual, and the
431        2-norm of the residual for right preconditioning
432 
433    Level: beginner
434 
435 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
436 
437 M*/
438 
439 /*MC
440      KSP_DIVERGED_DTOL - norm(r) >= dtol*norm(b)
441 
442    Level: beginner
443 
444    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
445        for left preconditioning it is the 2-norm of the preconditioned residual, and the
446        2-norm of the residual for right preconditioning
447 
448    Level: beginner
449 
450 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
451 
452 M*/
453 
454 /*MC
455      KSP_DIVERGED_ITS - Ran out of iterations before any convergence criteria was
456       reached
457 
458    Level: beginner
459 
460 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
461 
462 M*/
463 
464 /*MC
465      KSP_CONVERGED_ITS - Used by the KSPPREONLY solver after the single iteration of
466            the preconditioner is applied. Also used when the KSPConvergedSkip() convergence
467            test routine is set in KSP.
468 
469    Level: beginner
470 
471 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
472 
473 M*/
474 
475 /*MC
476      KSP_DIVERGED_BREAKDOWN - A breakdown in the Krylov method was detected so the
477           method could not continue to enlarge the Krylov space. Could be due to a singlular matrix or
478           preconditioner.
479 
480    Level: beginner
481 
482 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
483 
484 M*/
485 
486 /*MC
487      KSP_DIVERGED_BREAKDOWN_BICG - A breakdown in the KSPBICG method was detected so the
488           method could not continue to enlarge the Krylov space.
489 
490    Level: beginner
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 PETSC_EXTERN PetscErrorCode KSPSetConvergenceTest(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,KSPConvergedReason*,void*),void *,PetscErrorCode (*)(void*));
531 PETSC_EXTERN PetscErrorCode KSPGetConvergenceContext(KSP,void **);
532 PETSC_EXTERN PetscErrorCode KSPConvergedDefault(KSP,PetscInt,PetscReal,KSPConvergedReason*,void *);
533 PETSC_EXTERN PetscErrorCode KSPConvergedLSQR(KSP,PetscInt,PetscReal,KSPConvergedReason*,void *);
534 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultDestroy(void *);
535 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultCreate(void **);
536 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultSetUIRNorm(KSP);
537 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultSetUMIRNorm(KSP);
538 PETSC_EXTERN PetscErrorCode KSPConvergedSkip(KSP,PetscInt,PetscReal,KSPConvergedReason*,void *);
539 PETSC_EXTERN PetscErrorCode KSPGetConvergedReason(KSP,KSPConvergedReason *);
540 
541 PETSC_DEPRECATED("Use KSPConvergedDefault()") PETSC_STATIC_INLINE void KSPDefaultConverged(void) { /* never called */ }
542 #define KSPDefaultConverged (KSPDefaultConverged, KSPConvergedDefault)
543 PETSC_DEPRECATED("Use KSPConvergedDefaultDestroy()") PETSC_STATIC_INLINE void KSPDefaultConvergedDestroy(void) { /* never called */ }
544 #define KSPDefaultConvergedDestroy (KSPDefaultConvergedDestroy, KSPConvergedDefaultDestroy)
545 PETSC_DEPRECATED("Use KSPConvergedDefaultCreate()") PETSC_STATIC_INLINE void KSPDefaultConvergedCreate(void) { /* never called */ }
546 #define KSPDefaultConvergedCreate (KSPDefaultConvergedCreate, KSPConvergedDefaultCreate)
547 PETSC_DEPRECATED("Use KSPConvergedDefaultSetUIRNorm()") PETSC_STATIC_INLINE void KSPDefaultConvergedSetUIRNorm(void) { /* never called */ }
548 #define KSPDefaultConvergedSetUIRNorm (KSPDefaultConvergedSetUIRNorm, KSPConvergedDefaultSetUIRNorm)
549 PETSC_DEPRECATED("Use KSPConvergedDefaultSetUMIRNorm()") PETSC_STATIC_INLINE void KSPDefaultConvergedSetUMIRNorm(void) { /* never called */ }
550 #define KSPDefaultConvergedSetUMIRNorm (KSPDefaultConvergedSetUMIRNorm, KSPConvergedDefaultSetUMIRNorm)
551 PETSC_DEPRECATED("Use KSPConvergedSkip()") PETSC_STATIC_INLINE void KSPSkipConverged(void) { /* never called */ }
552 #define KSPSkipConverged (KSPSkipConverged, KSPConvergedSkip)
553 
554 PETSC_EXTERN PetscErrorCode KSPComputeExplicitOperator(KSP,Mat *);
555 
556 /*E
557     KSPCGType - Determines what type of CG to use
558 
559    Level: beginner
560 
561 .seealso: KSPCGSetType()
562 E*/
563 typedef enum {KSP_CG_SYMMETRIC=0,KSP_CG_HERMITIAN=1} KSPCGType;
564 PETSC_EXTERN const char *const KSPCGTypes[];
565 
566 PETSC_EXTERN PetscErrorCode KSPCGSetType(KSP,KSPCGType);
567 PETSC_EXTERN PetscErrorCode KSPCGUseSingleReduction(KSP,PetscBool );
568 
569 PETSC_EXTERN PetscErrorCode KSPNASHSetRadius(KSP,PetscReal);
570 PETSC_EXTERN PetscErrorCode KSPNASHGetNormD(KSP,PetscReal *);
571 PETSC_EXTERN PetscErrorCode KSPNASHGetObjFcn(KSP,PetscReal *);
572 
573 PETSC_EXTERN PetscErrorCode KSPSTCGSetRadius(KSP,PetscReal);
574 PETSC_EXTERN PetscErrorCode KSPSTCGGetNormD(KSP,PetscReal *);
575 PETSC_EXTERN PetscErrorCode KSPSTCGGetObjFcn(KSP,PetscReal *);
576 
577 PETSC_EXTERN PetscErrorCode KSPGLTRSetRadius(KSP,PetscReal);
578 PETSC_EXTERN PetscErrorCode KSPGLTRGetNormD(KSP,PetscReal *);
579 PETSC_EXTERN PetscErrorCode KSPGLTRGetObjFcn(KSP,PetscReal *);
580 PETSC_EXTERN PetscErrorCode KSPGLTRGetMinEig(KSP,PetscReal *);
581 PETSC_EXTERN PetscErrorCode KSPGLTRGetLambda(KSP,PetscReal *);
582 
583 PETSC_EXTERN PetscErrorCode KSPPythonSetType(KSP,const char[]);
584 
585 PETSC_EXTERN PetscErrorCode PCPreSolve(PC,KSP);
586 PETSC_EXTERN PetscErrorCode PCPostSolve(PC,KSP);
587 
588 #include <petscdrawtypes.h>
589 PETSC_EXTERN PetscErrorCode KSPMonitorLGResidualNormCreate(const char[],const char[],int,int,int,int,PetscObject**);
590 PETSC_EXTERN PetscErrorCode KSPMonitorLGResidualNorm(KSP,PetscInt,PetscReal,PetscObject*);
591 PETSC_EXTERN PetscErrorCode KSPMonitorLGResidualNormDestroy(PetscObject**);
592 PETSC_EXTERN PetscErrorCode KSPMonitorLGTrueResidualNormCreate(const char[],const char[],int,int,int,int,PetscObject**);
593 PETSC_EXTERN PetscErrorCode KSPMonitorLGTrueResidualNorm(KSP,PetscInt,PetscReal,PetscObject*);
594 PETSC_EXTERN PetscErrorCode KSPMonitorLGTrueResidualNormDestroy(PetscObject**);
595 PETSC_EXTERN PetscErrorCode KSPMonitorLGRange(KSP,PetscInt,PetscReal,void*);
596 
597 PETSC_EXTERN PetscErrorCode PCShellSetPreSolve(PC,PetscErrorCode (*)(PC,KSP,Vec,Vec));
598 PETSC_EXTERN PetscErrorCode PCShellSetPostSolve(PC,PetscErrorCode (*)(PC,KSP,Vec,Vec));
599 
600 /* see src/ksp/ksp/interface/iguess.c */
601 typedef struct _p_KSPFischerGuess {PetscInt method,curl,maxl,refcnt;PetscBool  monitor;Mat mat; KSP ksp;}* KSPFischerGuess;
602 
603 PETSC_EXTERN PetscErrorCode KSPFischerGuessCreate(KSP,PetscInt,PetscInt,KSPFischerGuess*);
604 PETSC_EXTERN PetscErrorCode KSPFischerGuessDestroy(KSPFischerGuess*);
605 PETSC_EXTERN PetscErrorCode KSPFischerGuessReset(KSPFischerGuess);
606 PETSC_EXTERN PetscErrorCode KSPFischerGuessUpdate(KSPFischerGuess,Vec);
607 PETSC_EXTERN PetscErrorCode KSPFischerGuessFormGuess(KSPFischerGuess,Vec,Vec);
608 PETSC_EXTERN PetscErrorCode KSPFischerGuessSetFromOptions(KSPFischerGuess);
609 
610 PETSC_EXTERN PetscErrorCode KSPSetUseFischerGuess(KSP,PetscInt,PetscInt);
611 PETSC_EXTERN PetscErrorCode KSPSetFischerGuess(KSP,KSPFischerGuess);
612 PETSC_EXTERN PetscErrorCode KSPGetFischerGuess(KSP,KSPFischerGuess*);
613 
614 /*E
615     MatSchurComplementAinvType - Determines how to approximate the inverse of the (0,0) block in Schur complement preconditioning matrix assembly routines
616 
617     Level: intermediate
618 
619 .seealso: MatSchurComplementGetAinvType(), MatSchurComplementSetAinvType(), MatSchurComplementGetPmat(), MatGetSchurComplement(), MatCreateSchurComplementPmat()
620 E*/
621 typedef enum {MAT_SCHUR_COMPLEMENT_AINV_DIAG, MAT_SCHUR_COMPLEMENT_AINV_LUMP} MatSchurComplementAinvType;
622 PETSC_EXTERN const char *const MatSchurComplementAinvTypes[];
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 MatSchurComplementSetSubMatrices(Mat,Mat,Mat,Mat,Mat,Mat);
628 PETSC_EXTERN PetscErrorCode MatSchurComplementUpdateSubMatrices(Mat,Mat,Mat,Mat,Mat,Mat);
629 PETSC_EXTERN PetscErrorCode MatSchurComplementGetSubMatrices(Mat,Mat*,Mat*,Mat*,Mat*,Mat*);
630 PETSC_EXTERN PetscErrorCode MatSchurComplementSetAinvType(Mat,MatSchurComplementAinvType);
631 PETSC_EXTERN PetscErrorCode MatSchurComplementGetAinvType(Mat,MatSchurComplementAinvType*);
632 PETSC_EXTERN PetscErrorCode MatSchurComplementGetPmat(Mat,MatReuse,Mat*);
633 PETSC_EXTERN PetscErrorCode MatSchurComplementComputeExplicitOperator(Mat,Mat*);
634 PETSC_EXTERN PetscErrorCode MatGetSchurComplement(Mat,IS,IS,IS,IS,MatReuse,Mat *,MatSchurComplementAinvType,MatReuse,Mat *);
635 PETSC_EXTERN PetscErrorCode MatCreateSchurComplementPmat(Mat,Mat,Mat,Mat,MatSchurComplementAinvType,MatReuse,Mat*);
636 
637 PETSC_EXTERN PetscErrorCode KSPSetDM(KSP,DM);
638 PETSC_EXTERN PetscErrorCode KSPSetDMActive(KSP,PetscBool );
639 PETSC_EXTERN PetscErrorCode KSPGetDM(KSP,DM*);
640 PETSC_EXTERN PetscErrorCode KSPSetApplicationContext(KSP,void*);
641 PETSC_EXTERN PetscErrorCode KSPGetApplicationContext(KSP,void*);
642 PETSC_EXTERN PetscErrorCode KSPSetComputeRHS(KSP,PetscErrorCode (*func)(KSP,Vec,void*),void *);
643 PETSC_EXTERN PetscErrorCode KSPSetComputeOperators(KSP,PetscErrorCode(*)(KSP,Mat,Mat,void*),void*);
644 PETSC_EXTERN PetscErrorCode KSPSetComputeInitialGuess(KSP,PetscErrorCode(*)(KSP,Vec,void*),void*);
645 PETSC_EXTERN PetscErrorCode DMKSPSetComputeOperators(DM,PetscErrorCode(*)(KSP,Mat,Mat,void*),void*);
646 PETSC_EXTERN PetscErrorCode DMKSPGetComputeOperators(DM,PetscErrorCode(**)(KSP,Mat,Mat,void*),void*);
647 PETSC_EXTERN PetscErrorCode DMKSPSetComputeRHS(DM,PetscErrorCode(*)(KSP,Vec,void*),void*);
648 PETSC_EXTERN PetscErrorCode DMKSPGetComputeRHS(DM,PetscErrorCode(**)(KSP,Vec,void*),void*);
649 PETSC_EXTERN PetscErrorCode DMKSPSetComputeInitialGuess(DM,PetscErrorCode(*)(KSP,Vec,void*),void*);
650 PETSC_EXTERN PetscErrorCode DMKSPGetComputeInitialGuess(DM,PetscErrorCode(**)(KSP,Vec,void*),void*);
651 
652 PETSC_EXTERN PetscErrorCode DMGlobalToLocalSolve(DM,Vec,Vec);
653 PETSC_EXTERN PetscErrorCode DMPlexProjectField(DM, Vec, void (**)(const PetscScalar[], const PetscScalar[], const PetscScalar[], const PetscScalar[], const PetscScalar[], const PetscScalar[], const PetscReal [], PetscScalar []), InsertMode, Vec);
654 #endif
655