xref: /petsc/include/petscksp.h (revision e52336cb213eafb6e0bc1e6a0d4ebe153339e097)
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 KSPCreateVecs(KSP,PetscInt,Vec**,PetscInt,Vec**);
107 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);}
108 
109 PETSC_EXTERN PetscErrorCode KSPSetPreSolve(KSP,PetscErrorCode (*)(KSP,Vec,Vec,void*),void*);
110 PETSC_EXTERN PetscErrorCode KSPSetPostSolve(KSP,PetscErrorCode (*)(KSP,Vec,Vec,void*),void*);
111 
112 PETSC_EXTERN PetscErrorCode KSPSetPC(KSP,PC);
113 PETSC_EXTERN PetscErrorCode KSPGetPC(KSP,PC*);
114 
115 PETSC_EXTERN PetscErrorCode KSPMonitor(KSP,PetscInt,PetscReal);
116 PETSC_EXTERN PetscErrorCode KSPMonitorSet(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,void*),void *,PetscErrorCode (*)(void**));
117 PETSC_EXTERN PetscErrorCode KSPMonitorCancel(KSP);
118 PETSC_EXTERN PetscErrorCode KSPGetMonitorContext(KSP,void **);
119 PETSC_EXTERN PetscErrorCode KSPGetResidualHistory(KSP,PetscReal*[],PetscInt *);
120 PETSC_EXTERN PetscErrorCode KSPSetResidualHistory(KSP,PetscReal[],PetscInt,PetscBool );
121 
122 PETSC_EXTERN PetscErrorCode KSPBuildSolutionDefault(KSP,Vec,Vec*);
123 PETSC_EXTERN PetscErrorCode KSPBuildResidualDefault(KSP,Vec,Vec,Vec *);
124 PETSC_EXTERN PetscErrorCode KSPDestroyDefault(KSP);
125 PETSC_EXTERN PetscErrorCode KSPSetWorkVecs(KSP,PetscInt);
126 
127 PETSC_EXTERN PetscErrorCode PCKSPGetKSP(PC,KSP*);
128 PETSC_EXTERN PetscErrorCode PCBJacobiGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
129 PETSC_EXTERN PetscErrorCode PCASMGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
130 PETSC_EXTERN PetscErrorCode PCGASMGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
131 PETSC_EXTERN PetscErrorCode PCFieldSplitGetSubKSP(PC,PetscInt*,KSP*[]);
132 PETSC_EXTERN PetscErrorCode PCMGGetSmoother(PC,PetscInt,KSP*);
133 PETSC_EXTERN PetscErrorCode PCMGGetSmootherDown(PC,PetscInt,KSP*);
134 PETSC_EXTERN PetscErrorCode PCMGGetSmootherUp(PC,PetscInt,KSP*);
135 PETSC_EXTERN PetscErrorCode PCMGGetCoarseSolve(PC,KSP*);
136 PETSC_EXTERN PetscErrorCode PCGalerkinGetKSP(PC,KSP *);
137 
138 PETSC_EXTERN PetscErrorCode KSPBuildSolution(KSP,Vec,Vec *);
139 PETSC_EXTERN PetscErrorCode KSPBuildResidual(KSP,Vec,Vec,Vec *);
140 
141 PETSC_EXTERN PetscErrorCode KSPRichardsonSetScale(KSP,PetscReal);
142 PETSC_EXTERN PetscErrorCode KSPRichardsonSetSelfScale(KSP,PetscBool );
143 PETSC_EXTERN PetscErrorCode KSPChebyshevSetEigenvalues(KSP,PetscReal,PetscReal);
144 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigSet(KSP,PetscReal,PetscReal,PetscReal,PetscReal);
145 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigSetUseRandom(KSP,PetscBool);
146 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigSetRandom(KSP,PetscRandom);
147 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigGetKSP(KSP,KSP*);
148 PETSC_EXTERN PetscErrorCode KSPComputeExtremeSingularValues(KSP,PetscReal*,PetscReal*);
149 PETSC_EXTERN PetscErrorCode KSPComputeEigenvalues(KSP,PetscInt,PetscReal[],PetscReal[],PetscInt *);
150 PETSC_EXTERN PetscErrorCode KSPComputeEigenvaluesExplicitly(KSP,PetscInt,PetscReal[],PetscReal[]);
151 
152 /*E
153 
154   KSPFCGTruncationType - Define how stored directions are used to orthogonalize in FCG
155 
156   KSP_FCG_TRUNC_TYPE_STANDARD uses all (up to mmax) stored directions
157   KSP_FCG_TRUNC_TYPE_NOTAY uses the last max(1,mod(i,mmax)) stored directions at iteration i=0,1..
158 
159    Level: intermediate
160 
161 .seealso : KSPFCG,KSPFCGSetTruncationType(),KSPFCGGetTruncationType()
162 
163 E*/
164 typedef enum {KSP_FCG_TRUNC_TYPE_STANDARD,KSP_FCG_TRUNC_TYPE_NOTAY} KSPFCGTruncationType;
165 PETSC_EXTERN const char *const KSPFCGTruncationTypes[];
166 
167 PETSC_EXTERN PetscErrorCode KSPFCGSetMmax(KSP,PetscInt);
168 PETSC_EXTERN PetscErrorCode KSPFCGGetMmax(KSP,PetscInt*);
169 PETSC_EXTERN PetscErrorCode KSPFCGSetNprealloc(KSP,PetscInt);
170 PETSC_EXTERN PetscErrorCode KSPFCGGetNprealloc(KSP,PetscInt*);
171 PETSC_EXTERN PetscErrorCode KSPFCGSetTruncationType(KSP,KSPFCGTruncationType);
172 PETSC_EXTERN PetscErrorCode KSPFCGGetTruncationType(KSP,KSPFCGTruncationType*);
173 
174 PETSC_EXTERN PetscErrorCode KSPGMRESSetRestart(KSP, PetscInt);
175 PETSC_EXTERN PetscErrorCode KSPGMRESGetRestart(KSP, PetscInt*);
176 PETSC_EXTERN PetscErrorCode KSPGMRESSetHapTol(KSP,PetscReal);
177 
178 PETSC_EXTERN PetscErrorCode KSPGMRESSetPreAllocateVectors(KSP);
179 PETSC_EXTERN PetscErrorCode KSPGMRESSetOrthogonalization(KSP,PetscErrorCode (*)(KSP,PetscInt));
180 PETSC_EXTERN PetscErrorCode KSPGMRESGetOrthogonalization(KSP,PetscErrorCode (**)(KSP,PetscInt));
181 PETSC_EXTERN PetscErrorCode KSPGMRESModifiedGramSchmidtOrthogonalization(KSP,PetscInt);
182 PETSC_EXTERN PetscErrorCode KSPGMRESClassicalGramSchmidtOrthogonalization(KSP,PetscInt);
183 
184 PETSC_EXTERN PetscErrorCode KSPLGMRESSetAugDim(KSP,PetscInt);
185 PETSC_EXTERN PetscErrorCode KSPLGMRESSetConstant(KSP);
186 
187 PETSC_EXTERN PetscErrorCode KSPGCRSetRestart(KSP,PetscInt);
188 PETSC_EXTERN PetscErrorCode KSPGCRGetRestart(KSP,PetscInt*);
189 PETSC_EXTERN PetscErrorCode KSPGCRSetModifyPC(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,void*),void*,PetscErrorCode(*)(void*));
190 
191 /*E
192     KSPGMRESCGSRefinementType - How the classical (unmodified) Gram-Schmidt is performed.
193 
194    Level: advanced
195 
196 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
197           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSPGMRESModifiedGramSchmidtOrthogonalization()
198 
199 E*/
200 typedef enum {KSP_GMRES_CGS_REFINE_NEVER, KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS} KSPGMRESCGSRefinementType;
201 PETSC_EXTERN const char *const KSPGMRESCGSRefinementTypes[];
202 /*MC
203     KSP_GMRES_CGS_REFINE_NEVER - Do the classical (unmodified) Gram-Schmidt process
204 
205    Level: advanced
206 
207    Note: Possible unstable, but the fastest to compute
208 
209 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
210           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS,
211           KSPGMRESModifiedGramSchmidtOrthogonalization()
212 M*/
213 
214 /*MC
215     KSP_GMRES_CGS_REFINE_IFNEEDED - Do the classical (unmodified) Gram-Schmidt process and one step of
216           iterative refinement if an estimate of the orthogonality of the resulting vectors indicates
217           poor orthogonality.
218 
219    Level: advanced
220 
221    Note: This is slower than KSP_GMRES_CGS_REFINE_NEVER because it requires an extra norm computation to
222      estimate the orthogonality but is more stable.
223 
224 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
225           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_NEVER, KSP_GMRES_CGS_REFINE_ALWAYS,
226           KSPGMRESModifiedGramSchmidtOrthogonalization()
227 M*/
228 
229 /*MC
230     KSP_GMRES_CGS_REFINE_NEVER - Do two steps of the classical (unmodified) Gram-Schmidt process.
231 
232    Level: advanced
233 
234    Note: This is roughly twice the cost of KSP_GMRES_CGS_REFINE_NEVER because it performs the process twice
235      but it saves the extra norm calculation needed by KSP_GMRES_CGS_REFINE_IFNEEDED.
236 
237         You should only use this if you absolutely know that the iterative refinement is needed.
238 
239 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
240           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS,
241           KSPGMRESModifiedGramSchmidtOrthogonalization()
242 M*/
243 
244 PETSC_EXTERN PetscErrorCode KSPGMRESSetCGSRefinementType(KSP,KSPGMRESCGSRefinementType);
245 PETSC_EXTERN PetscErrorCode KSPGMRESGetCGSRefinementType(KSP,KSPGMRESCGSRefinementType*);
246 
247 PETSC_EXTERN PetscErrorCode KSPFGMRESModifyPCNoChange(KSP,PetscInt,PetscInt,PetscReal,void*);
248 PETSC_EXTERN PetscErrorCode KSPFGMRESModifyPCKSP(KSP,PetscInt,PetscInt,PetscReal,void*);
249 PETSC_EXTERN PetscErrorCode KSPFGMRESSetModifyPC(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscInt,PetscReal,void*),void*,PetscErrorCode(*)(void*));
250 
251 PETSC_EXTERN PetscErrorCode KSPQCGSetTrustRegionRadius(KSP,PetscReal);
252 PETSC_EXTERN PetscErrorCode KSPQCGGetQuadratic(KSP,PetscReal*);
253 PETSC_EXTERN PetscErrorCode KSPQCGGetTrialStepNorm(KSP,PetscReal*);
254 
255 PETSC_EXTERN PetscErrorCode KSPBCGSLSetXRes(KSP,PetscReal);
256 PETSC_EXTERN PetscErrorCode KSPBCGSLSetPol(KSP,PetscBool );
257 PETSC_EXTERN PetscErrorCode KSPBCGSLSetEll(KSP,PetscInt);
258 PETSC_EXTERN PetscErrorCode KSPBCGSLSetUsePseudoinverse(KSP,PetscBool);
259 
260 PETSC_EXTERN PetscErrorCode KSPSetFromOptions(KSP);
261 PETSC_EXTERN PetscErrorCode KSPAddOptionsChecker(PetscErrorCode (*)(KSP));
262 
263 PETSC_EXTERN PetscErrorCode KSPMonitorSingularValue(KSP,PetscInt,PetscReal,void *);
264 PETSC_EXTERN PetscErrorCode KSPMonitorDefault(KSP,PetscInt,PetscReal,void *);
265 PETSC_EXTERN PetscErrorCode KSPLSQRMonitorDefault(KSP,PetscInt,PetscReal,void *);
266 PETSC_EXTERN PetscErrorCode KSPMonitorRange(KSP,PetscInt,PetscReal,void *);
267 PETSC_EXTERN PetscErrorCode KSPMonitorDynamicTolerance(KSP ksp,PetscInt its,PetscReal fnorm,void *dummy);
268 PETSC_EXTERN PetscErrorCode KSPMonitorDynamicToleranceDestroy(void **dummy);
269 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualNorm(KSP,PetscInt,PetscReal,void *);
270 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualMaxNorm(KSP,PetscInt,PetscReal,void *);
271 PETSC_EXTERN PetscErrorCode KSPMonitorDefaultShort(KSP,PetscInt,PetscReal,void *);
272 PETSC_EXTERN PetscErrorCode KSPMonitorSolution(KSP,PetscInt,PetscReal,void *);
273 PETSC_EXTERN PetscErrorCode KSPMonitorSAWs(KSP,PetscInt,PetscReal,void*);
274 PETSC_EXTERN PetscErrorCode KSPMonitorSAWsCreate(KSP,void**);
275 PETSC_EXTERN PetscErrorCode KSPMonitorSAWsDestroy(void**);
276 PETSC_EXTERN PetscErrorCode KSPGMRESMonitorKrylov(KSP,PetscInt,PetscReal,void *);
277 
278 PETSC_EXTERN PetscErrorCode KSPUnwindPreconditioner(KSP,Vec,Vec);
279 PETSC_EXTERN PetscErrorCode KSPInitialResidual(KSP,Vec,Vec,Vec,Vec,Vec);
280 
281 PETSC_EXTERN PetscErrorCode KSPSetOperators(KSP,Mat,Mat);
282 PETSC_EXTERN PetscErrorCode KSPGetOperators(KSP,Mat*,Mat*);
283 PETSC_EXTERN PetscErrorCode KSPGetOperatorsSet(KSP,PetscBool *,PetscBool *);
284 PETSC_EXTERN PetscErrorCode KSPSetOptionsPrefix(KSP,const char[]);
285 PETSC_EXTERN PetscErrorCode KSPAppendOptionsPrefix(KSP,const char[]);
286 PETSC_EXTERN PetscErrorCode KSPGetOptionsPrefix(KSP,const char*[]);
287 PETSC_EXTERN PetscErrorCode KSPSetTabLevel(KSP,PetscInt);
288 PETSC_EXTERN PetscErrorCode KSPGetTabLevel(KSP,PetscInt*);
289 
290 PETSC_EXTERN PetscErrorCode KSPSetDiagonalScale(KSP,PetscBool );
291 PETSC_EXTERN PetscErrorCode KSPGetDiagonalScale(KSP,PetscBool *);
292 PETSC_EXTERN PetscErrorCode KSPSetDiagonalScaleFix(KSP,PetscBool );
293 PETSC_EXTERN PetscErrorCode KSPGetDiagonalScaleFix(KSP,PetscBool *);
294 
295 PETSC_EXTERN PetscErrorCode KSPView(KSP,PetscViewer);
296 PETSC_EXTERN PetscErrorCode KSPLoad(KSP,PetscViewer);
297 PETSC_STATIC_INLINE PetscErrorCode KSPViewFromOptions(KSP A,PetscObject obj,const char name[]) {return PetscObjectViewFromOptions((PetscObject)A,obj,name);}
298 PETSC_EXTERN PetscErrorCode KSPReasonView(KSP,PetscViewer);
299 PETSC_EXTERN PetscErrorCode KSPReasonViewFromOptions(KSP);
300 
301 #define KSP_FILE_CLASSID 1211223
302 
303 PETSC_EXTERN PetscErrorCode KSPLSQRSetStandardErrorVec(KSP,Vec);
304 PETSC_EXTERN PetscErrorCode KSPLSQRGetStandardErrorVec(KSP,Vec*);
305 
306 PETSC_EXTERN PetscErrorCode PCRedundantGetKSP(PC,KSP*);
307 PETSC_EXTERN PetscErrorCode PCRedistributeGetKSP(PC,KSP*);
308 PETSC_EXTERN PetscErrorCode PCTelescopeGetKSP(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               KSP_DIVERGED_PCSETUP_FAILED      = -11,
408 
409               KSP_CONVERGED_ITERATING          =  0} KSPConvergedReason;
410 PETSC_EXTERN const char *const*KSPConvergedReasons;
411 
412 /*MC
413      KSP_CONVERGED_RTOL - norm(r) <= rtol*norm(b)
414 
415    Level: beginner
416 
417    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
418        for left preconditioning it is the 2-norm of the preconditioned residual, and the
419        2-norm of the residual for right preconditioning
420 
421 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
422 
423 M*/
424 
425 /*MC
426      KSP_CONVERGED_ATOL - norm(r) <= atol
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    Level: beginner
435 
436 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
437 
438 M*/
439 
440 /*MC
441      KSP_DIVERGED_DTOL - norm(r) >= dtol*norm(b)
442 
443    Level: beginner
444 
445    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
446        for left preconditioning it is the 2-norm of the preconditioned residual, and the
447        2-norm of the residual for right preconditioning
448 
449    Level: beginner
450 
451 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
452 
453 M*/
454 
455 /*MC
456      KSP_DIVERGED_ITS - Ran out of iterations before any convergence criteria was
457       reached
458 
459    Level: beginner
460 
461 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
462 
463 M*/
464 
465 /*MC
466      KSP_CONVERGED_ITS - Used by the KSPPREONLY solver after the single iteration of
467            the preconditioner is applied. Also used when the KSPConvergedSkip() convergence
468            test routine is set in KSP.
469 
470    Level: beginner
471 
472 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
473 
474 M*/
475 
476 /*MC
477      KSP_DIVERGED_BREAKDOWN - A breakdown in the Krylov method was detected so the
478           method could not continue to enlarge the Krylov space. Could be due to a singlular matrix or
479           preconditioner.
480 
481    Level: beginner
482 
483 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
484 
485 M*/
486 
487 /*MC
488      KSP_DIVERGED_BREAKDOWN_BICG - A breakdown in the KSPBICG method was detected so the
489           method could not continue to enlarge the Krylov space.
490 
491    Level: beginner
492 
493 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
494 
495 M*/
496 
497 /*MC
498      KSP_DIVERGED_NONSYMMETRIC - It appears the operator or preconditioner is not
499         symmetric and this Krylov method (KSPCG, KSPMINRES, KSPCR) requires symmetry
500 
501    Level: beginner
502 
503 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
504 
505 M*/
506 
507 /*MC
508      KSP_DIVERGED_INDEFINITE_PC - It appears the preconditioner is indefinite (has both
509         positive and negative eigenvalues) and this Krylov method (KSPCG) requires it to
510         be positive definite
511 
512    Level: beginner
513 
514      Notes: This can happen with the PCICC preconditioner, use -pc_factor_shift_positive_definite to force
515   the PCICC preconditioner to generate a positive definite preconditioner
516 
517 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
518 
519 M*/
520 
521 /*MC
522      KSP_CONVERGED_ITERATING - This flag is returned if you call KSPGetConvergedReason()
523         while the KSPSolve() is still running.
524 
525    Level: beginner
526 
527 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
528 
529 M*/
530 
531 PETSC_EXTERN PetscErrorCode KSPSetConvergenceTest(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,KSPConvergedReason*,void*),void *,PetscErrorCode (*)(void*));
532 PETSC_EXTERN PetscErrorCode KSPGetConvergenceContext(KSP,void **);
533 PETSC_EXTERN PetscErrorCode KSPConvergedDefault(KSP,PetscInt,PetscReal,KSPConvergedReason*,void *);
534 PETSC_EXTERN PetscErrorCode KSPConvergedLSQR(KSP,PetscInt,PetscReal,KSPConvergedReason*,void *);
535 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultDestroy(void *);
536 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultCreate(void **);
537 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultSetUIRNorm(KSP);
538 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultSetUMIRNorm(KSP);
539 PETSC_EXTERN PetscErrorCode KSPConvergedSkip(KSP,PetscInt,PetscReal,KSPConvergedReason*,void *);
540 PETSC_EXTERN PetscErrorCode KSPGetConvergedReason(KSP,KSPConvergedReason *);
541 
542 PETSC_DEPRECATED("Use KSPConvergedDefault()") PETSC_STATIC_INLINE void KSPDefaultConverged(void) { /* never called */ }
543 #define KSPDefaultConverged (KSPDefaultConverged, KSPConvergedDefault)
544 PETSC_DEPRECATED("Use KSPConvergedDefaultDestroy()") PETSC_STATIC_INLINE void KSPDefaultConvergedDestroy(void) { /* never called */ }
545 #define KSPDefaultConvergedDestroy (KSPDefaultConvergedDestroy, KSPConvergedDefaultDestroy)
546 PETSC_DEPRECATED("Use KSPConvergedDefaultCreate()") PETSC_STATIC_INLINE void KSPDefaultConvergedCreate(void) { /* never called */ }
547 #define KSPDefaultConvergedCreate (KSPDefaultConvergedCreate, KSPConvergedDefaultCreate)
548 PETSC_DEPRECATED("Use KSPConvergedDefaultSetUIRNorm()") PETSC_STATIC_INLINE void KSPDefaultConvergedSetUIRNorm(void) { /* never called */ }
549 #define KSPDefaultConvergedSetUIRNorm (KSPDefaultConvergedSetUIRNorm, KSPConvergedDefaultSetUIRNorm)
550 PETSC_DEPRECATED("Use KSPConvergedDefaultSetUMIRNorm()") PETSC_STATIC_INLINE void KSPDefaultConvergedSetUMIRNorm(void) { /* never called */ }
551 #define KSPDefaultConvergedSetUMIRNorm (KSPDefaultConvergedSetUMIRNorm, KSPConvergedDefaultSetUMIRNorm)
552 PETSC_DEPRECATED("Use KSPConvergedSkip()") PETSC_STATIC_INLINE void KSPSkipConverged(void) { /* never called */ }
553 #define KSPSkipConverged (KSPSkipConverged, KSPConvergedSkip)
554 
555 PETSC_EXTERN PetscErrorCode KSPComputeExplicitOperator(KSP,Mat *);
556 
557 /*E
558     KSPCGType - Determines what type of CG to use
559 
560    Level: beginner
561 
562 .seealso: KSPCGSetType()
563 E*/
564 typedef enum {KSP_CG_SYMMETRIC=0,KSP_CG_HERMITIAN=1} KSPCGType;
565 PETSC_EXTERN const char *const KSPCGTypes[];
566 
567 PETSC_EXTERN PetscErrorCode KSPCGSetType(KSP,KSPCGType);
568 PETSC_EXTERN PetscErrorCode KSPCGUseSingleReduction(KSP,PetscBool );
569 
570 PETSC_EXTERN PetscErrorCode KSPNASHSetRadius(KSP,PetscReal);
571 PETSC_EXTERN PetscErrorCode KSPNASHGetNormD(KSP,PetscReal *);
572 PETSC_EXTERN PetscErrorCode KSPNASHGetObjFcn(KSP,PetscReal *);
573 
574 PETSC_EXTERN PetscErrorCode KSPSTCGSetRadius(KSP,PetscReal);
575 PETSC_EXTERN PetscErrorCode KSPSTCGGetNormD(KSP,PetscReal *);
576 PETSC_EXTERN PetscErrorCode KSPSTCGGetObjFcn(KSP,PetscReal *);
577 
578 PETSC_EXTERN PetscErrorCode KSPGLTRSetRadius(KSP,PetscReal);
579 PETSC_EXTERN PetscErrorCode KSPGLTRGetNormD(KSP,PetscReal *);
580 PETSC_EXTERN PetscErrorCode KSPGLTRGetObjFcn(KSP,PetscReal *);
581 PETSC_EXTERN PetscErrorCode KSPGLTRGetMinEig(KSP,PetscReal *);
582 PETSC_EXTERN PetscErrorCode KSPGLTRGetLambda(KSP,PetscReal *);
583 
584 PETSC_EXTERN PetscErrorCode KSPPythonSetType(KSP,const char[]);
585 
586 PETSC_EXTERN PetscErrorCode PCPreSolve(PC,KSP);
587 PETSC_EXTERN PetscErrorCode PCPostSolve(PC,KSP);
588 
589 #include <petscdrawtypes.h>
590 PETSC_EXTERN PetscErrorCode KSPMonitorLGResidualNormCreate(MPI_Comm,const char[],const char[],int,int,int,int,PetscDrawLG*);
591 PETSC_EXTERN PetscErrorCode KSPMonitorLGResidualNorm(KSP,PetscInt,PetscReal,void*);
592 PETSC_EXTERN PetscErrorCode KSPMonitorLGTrueResidualNormCreate(MPI_Comm,const char[],const char[],int,int,int,int,PetscDrawLG*);
593 PETSC_EXTERN PetscErrorCode KSPMonitorLGTrueResidualNorm(KSP,PetscInt,PetscReal,void*);
594 PETSC_EXTERN PetscErrorCode KSPMonitorLGRange(KSP,PetscInt,PetscReal,void*);
595 
596 PETSC_EXTERN PetscErrorCode PCShellSetPreSolve(PC,PetscErrorCode (*)(PC,KSP,Vec,Vec));
597 PETSC_EXTERN PetscErrorCode PCShellSetPostSolve(PC,PetscErrorCode (*)(PC,KSP,Vec,Vec));
598 
599 /* see src/ksp/ksp/interface/iguess.c */
600 typedef struct _p_KSPFischerGuess {PetscInt method,curl,maxl,refcnt;PetscBool  monitor;Mat mat; KSP ksp;}* KSPFischerGuess;
601 
602 PETSC_EXTERN PetscErrorCode KSPFischerGuessCreate(KSP,PetscInt,PetscInt,KSPFischerGuess*);
603 PETSC_EXTERN PetscErrorCode KSPFischerGuessDestroy(KSPFischerGuess*);
604 PETSC_EXTERN PetscErrorCode KSPFischerGuessReset(KSPFischerGuess);
605 PETSC_EXTERN PetscErrorCode KSPFischerGuessUpdate(KSPFischerGuess,Vec);
606 PETSC_EXTERN PetscErrorCode KSPFischerGuessFormGuess(KSPFischerGuess,Vec,Vec);
607 PETSC_EXTERN PetscErrorCode KSPFischerGuessSetFromOptions(KSPFischerGuess);
608 
609 PETSC_EXTERN PetscErrorCode KSPSetUseFischerGuess(KSP,PetscInt,PetscInt);
610 PETSC_EXTERN PetscErrorCode KSPSetFischerGuess(KSP,KSPFischerGuess);
611 PETSC_EXTERN PetscErrorCode KSPGetFischerGuess(KSP,KSPFischerGuess*);
612 
613 /*E
614     MatSchurComplementAinvType - Determines how to approximate the inverse of the (0,0) block in Schur complement preconditioning matrix assembly routines
615 
616     Level: intermediate
617 
618 .seealso: MatSchurComplementGetAinvType(), MatSchurComplementSetAinvType(), MatSchurComplementGetPmat(), MatGetSchurComplement(), MatCreateSchurComplementPmat()
619 E*/
620 typedef enum {MAT_SCHUR_COMPLEMENT_AINV_DIAG, MAT_SCHUR_COMPLEMENT_AINV_LUMP} MatSchurComplementAinvType;
621 PETSC_EXTERN const char *const MatSchurComplementAinvTypes[];
622 
623 PETSC_EXTERN PetscErrorCode MatCreateSchurComplement(Mat,Mat,Mat,Mat,Mat,Mat*);
624 PETSC_EXTERN PetscErrorCode MatSchurComplementGetKSP(Mat,KSP*);
625 PETSC_EXTERN PetscErrorCode MatSchurComplementSetKSP(Mat,KSP);
626 PETSC_EXTERN PetscErrorCode MatSchurComplementSetSubMatrices(Mat,Mat,Mat,Mat,Mat,Mat);
627 PETSC_EXTERN PetscErrorCode MatSchurComplementUpdateSubMatrices(Mat,Mat,Mat,Mat,Mat,Mat);
628 PETSC_EXTERN PetscErrorCode MatSchurComplementGetSubMatrices(Mat,Mat*,Mat*,Mat*,Mat*,Mat*);
629 PETSC_EXTERN PetscErrorCode MatSchurComplementSetAinvType(Mat,MatSchurComplementAinvType);
630 PETSC_EXTERN PetscErrorCode MatSchurComplementGetAinvType(Mat,MatSchurComplementAinvType*);
631 PETSC_EXTERN PetscErrorCode MatSchurComplementGetPmat(Mat,MatReuse,Mat*);
632 PETSC_EXTERN PetscErrorCode MatSchurComplementComputeExplicitOperator(Mat,Mat*);
633 PETSC_EXTERN PetscErrorCode MatGetSchurComplement(Mat,IS,IS,IS,IS,MatReuse,Mat *,MatSchurComplementAinvType,MatReuse,Mat *);
634 PETSC_EXTERN PetscErrorCode MatCreateSchurComplementPmat(Mat,Mat,Mat,Mat,MatSchurComplementAinvType,MatReuse,Mat*);
635 
636 PETSC_EXTERN PetscErrorCode KSPSetDM(KSP,DM);
637 PETSC_EXTERN PetscErrorCode KSPSetDMActive(KSP,PetscBool );
638 PETSC_EXTERN PetscErrorCode KSPGetDM(KSP,DM*);
639 PETSC_EXTERN PetscErrorCode KSPSetApplicationContext(KSP,void*);
640 PETSC_EXTERN PetscErrorCode KSPGetApplicationContext(KSP,void*);
641 PETSC_EXTERN PetscErrorCode KSPSetComputeRHS(KSP,PetscErrorCode (*func)(KSP,Vec,void*),void *);
642 PETSC_EXTERN PetscErrorCode KSPSetComputeOperators(KSP,PetscErrorCode(*)(KSP,Mat,Mat,void*),void*);
643 PETSC_EXTERN PetscErrorCode KSPSetComputeInitialGuess(KSP,PetscErrorCode(*)(KSP,Vec,void*),void*);
644 PETSC_EXTERN PetscErrorCode DMKSPSetComputeOperators(DM,PetscErrorCode(*)(KSP,Mat,Mat,void*),void*);
645 PETSC_EXTERN PetscErrorCode DMKSPGetComputeOperators(DM,PetscErrorCode(**)(KSP,Mat,Mat,void*),void*);
646 PETSC_EXTERN PetscErrorCode DMKSPSetComputeRHS(DM,PetscErrorCode(*)(KSP,Vec,void*),void*);
647 PETSC_EXTERN PetscErrorCode DMKSPGetComputeRHS(DM,PetscErrorCode(**)(KSP,Vec,void*),void*);
648 PETSC_EXTERN PetscErrorCode DMKSPSetComputeInitialGuess(DM,PetscErrorCode(*)(KSP,Vec,void*),void*);
649 PETSC_EXTERN PetscErrorCode DMKSPGetComputeInitialGuess(DM,PetscErrorCode(**)(KSP,Vec,void*),void*);
650 
651 PETSC_EXTERN PetscErrorCode DMGlobalToLocalSolve(DM,Vec,Vec);
652 PETSC_EXTERN PetscErrorCode DMPlexProjectField(DM, Vec, void (**)(const PetscScalar[], const PetscScalar[], const PetscScalar[], const PetscScalar[], const PetscScalar[], const PetscScalar[], const PetscReal [], PetscScalar []), InsertMode, Vec);
653 #endif
654