xref: /petsc/include/petscsnes.h (revision 26f7fa13d894e02c8192cf9a0d4955dba2e1288c)
1 /*
2     User interface for the nonlinear solvers package.
3 */
4 #if !defined(__PETSCSNES_H)
5 #define __PETSCSNES_H
6 #include <petscksp.h>
7 #include <petscdmda.h>
8 
9 /*S
10      SNES - Abstract PETSc object that manages all nonlinear solves
11 
12    Level: beginner
13 
14   Concepts: nonlinear solvers
15 
16 .seealso:  SNESCreate(), SNESSetType(), SNESType, TS, KSP, KSP, PC
17 S*/
18 typedef struct _p_SNES* SNES;
19 
20 /*J
21     SNESType - String with the name of a PETSc SNES method or the creation function
22        with an optional dynamic library name, for example
23        http://www.mcs.anl.gov/petsc/lib.a:mysnescreate()
24 
25    Level: beginner
26 
27 .seealso: SNESSetType(), SNES
28 J*/
29 typedef const char* SNESType;
30 #define SNESNEWTONLS     "newtonls"
31 #define SNESNEWTONTR     "newtontr"
32 #define SNESPYTHON       "python"
33 #define SNESTEST         "test"
34 #define SNESNRICHARDSON  "nrichardson"
35 #define SNESKSPONLY      "ksponly"
36 #define SNESVINEWTONRSLS "vinewtonrsls"
37 #define SNESVINEWTONSSLS "vinewtonssls"
38 #define SNESNGMRES       "ngmres"
39 #define SNESQN           "qn"
40 #define SNESSHELL        "shell"
41 #define SNESGS           "gs"
42 #define SNESNCG          "ncg"
43 #define SNESFAS          "fas"
44 #define SNESMS           "ms"
45 #define SNESNASM         "nasm"
46 
47 /* Logging support */
48 PETSC_EXTERN PetscClassId SNES_CLASSID;
49 PETSC_EXTERN PetscClassId DMSNES_CLASSID;
50 
51 PETSC_EXTERN PetscErrorCode SNESInitializePackage(const char[]);
52 
53 PETSC_EXTERN PetscErrorCode SNESCreate(MPI_Comm,SNES*);
54 PETSC_EXTERN PetscErrorCode SNESReset(SNES);
55 PETSC_EXTERN PetscErrorCode SNESDestroy(SNES*);
56 PETSC_EXTERN PetscErrorCode SNESSetType(SNES,SNESType);
57 PETSC_EXTERN PetscErrorCode SNESMonitor(SNES,PetscInt,PetscReal);
58 PETSC_EXTERN PetscErrorCode SNESMonitorSet(SNES,PetscErrorCode(*)(SNES,PetscInt,PetscReal,void*),void *,PetscErrorCode (*)(void**));
59 PETSC_EXTERN PetscErrorCode SNESMonitorCancel(SNES);
60 PETSC_EXTERN PetscErrorCode SNESSetConvergenceHistory(SNES,PetscReal[],PetscInt[],PetscInt,PetscBool );
61 PETSC_EXTERN PetscErrorCode SNESGetConvergenceHistory(SNES,PetscReal*[],PetscInt *[],PetscInt *);
62 PETSC_EXTERN PetscErrorCode SNESSetUp(SNES);
63 PETSC_EXTERN PetscErrorCode SNESSolve(SNES,Vec,Vec);
64 PETSC_EXTERN PetscErrorCode SNESSetErrorIfNotConverged(SNES,PetscBool );
65 PETSC_EXTERN PetscErrorCode SNESGetErrorIfNotConverged(SNES,PetscBool  *);
66 
67 
68 PETSC_EXTERN PetscErrorCode SNESAddOptionsChecker(PetscErrorCode (*)(SNES));
69 
70 PETSC_EXTERN PetscErrorCode SNESSetUpdate(SNES, PetscErrorCode (*)(SNES, PetscInt));
71 PETSC_EXTERN PetscErrorCode SNESDefaultUpdate(SNES, PetscInt);
72 
73 PETSC_EXTERN PetscErrorCode SNESRegisterDestroy(void);
74 PETSC_EXTERN PetscErrorCode SNESRegisterAll(const char[]);
75 
76 PETSC_EXTERN PetscErrorCode SNESRegister(const char[],const char[],const char[],PetscErrorCode (*)(SNES));
77 
78 /*MC
79    SNESRegisterDynamic - Adds a method to the nonlinear solver package.
80 
81    Synopsis:
82     #include "petscsnes.h"
83    PetscErrorCode SNESRegisterDynamic(const char *name_solver,const char *path,const char *name_create,PetscErrorCode (*routine_create)(SNES))
84 
85    Not collective
86 
87    Input Parameters:
88 +  name_solver - name of a new user-defined solver
89 .  path - path (either absolute or relative) the library containing this solver
90 .  name_create - name of routine to create method context
91 -  routine_create - routine to create method context
92 
93    Notes:
94    SNESRegisterDynamic() may be called multiple times to add several user-defined solvers.
95 
96    If dynamic libraries are used, then the fourth input argument (routine_create)
97    is ignored.
98 
99    Environmental variables such as ${PETSC_ARCH}, ${PETSC_DIR}, ${PETSC_LIB_DIR},
100    and others of the form ${any_environmental_variable} occuring in pathname will be
101    replaced with appropriate values.
102 
103    Sample usage:
104 .vb
105    SNESRegisterDynamic("my_solver",/home/username/my_lib/lib/libg/solaris/mylib.a,
106                 "MySolverCreate",MySolverCreate);
107 .ve
108 
109    Then, your solver can be chosen with the procedural interface via
110 $     SNESSetType(snes,"my_solver")
111    or at runtime via the option
112 $     -snes_type my_solver
113 
114    Level: advanced
115 
116     Note: If your function is not being put into a shared library then use SNESRegister() instead
117 
118 .keywords: SNES, nonlinear, register
119 
120 .seealso: SNESRegisterAll(), SNESRegisterDestroy()
121 M*/
122 #if defined(PETSC_USE_DYNAMIC_LIBRARIES)
123 #define SNESRegisterDynamic(a,b,c,d) SNESRegister(a,b,c,0)
124 #else
125 #define SNESRegisterDynamic(a,b,c,d) SNESRegister(a,b,c,d)
126 #endif
127 
128 PETSC_EXTERN PetscErrorCode SNESGetKSP(SNES,KSP*);
129 PETSC_EXTERN PetscErrorCode SNESSetKSP(SNES,KSP);
130 PETSC_EXTERN PetscErrorCode SNESGetSolution(SNES,Vec*);
131 PETSC_EXTERN PetscErrorCode SNESGetSolutionUpdate(SNES,Vec*);
132 PETSC_EXTERN PetscErrorCode SNESGetRhs(SNES,Vec*);
133 PETSC_EXTERN PetscErrorCode SNESView(SNES,PetscViewer);
134 PETSC_EXTERN PetscErrorCode SNESLoad(SNES,PetscViewer);
135 
136 #define SNES_FILE_CLASSID 1211224
137 
138 PETSC_EXTERN PetscErrorCode SNESSetOptionsPrefix(SNES,const char[]);
139 PETSC_EXTERN PetscErrorCode SNESAppendOptionsPrefix(SNES,const char[]);
140 PETSC_EXTERN PetscErrorCode SNESGetOptionsPrefix(SNES,const char*[]);
141 PETSC_EXTERN PetscErrorCode SNESSetFromOptions(SNES);
142 PETSC_EXTERN PetscErrorCode SNESDefaultGetWork(SNES,PetscInt);
143 
144 PETSC_EXTERN PetscErrorCode MatCreateSNESMF(SNES,Mat*);
145 PETSC_EXTERN PetscErrorCode MatMFFDComputeJacobian(SNES,Vec,Mat*,Mat*,MatStructure*,void*);
146 
147 PETSC_EXTERN PetscErrorCode MatDAADSetSNES(Mat,SNES);
148 
149 PETSC_EXTERN PetscErrorCode SNESGetType(SNES,SNESType*);
150 PETSC_EXTERN PetscErrorCode SNESMonitorDefault(SNES,PetscInt,PetscReal,void *);
151 PETSC_EXTERN PetscErrorCode SNESMonitorRange(SNES,PetscInt,PetscReal,void *);
152 PETSC_EXTERN PetscErrorCode SNESMonitorRatio(SNES,PetscInt,PetscReal,void *);
153 PETSC_EXTERN PetscErrorCode SNESMonitorSetRatio(SNES,PetscViewer);
154 PETSC_EXTERN PetscErrorCode SNESMonitorSolution(SNES,PetscInt,PetscReal,void *);
155 PETSC_EXTERN PetscErrorCode SNESMonitorResidual(SNES,PetscInt,PetscReal,void *);
156 PETSC_EXTERN PetscErrorCode SNESMonitorSolutionUpdate(SNES,PetscInt,PetscReal,void *);
157 PETSC_EXTERN PetscErrorCode SNESMonitorDefaultShort(SNES,PetscInt,PetscReal,void *);
158 PETSC_EXTERN PetscErrorCode SNESMonitorJacUpdateSpectrum(SNES,PetscInt,PetscReal,void *);
159 PETSC_EXTERN PetscErrorCode SNESSetTolerances(SNES,PetscReal,PetscReal,PetscReal,PetscInt,PetscInt);
160 PETSC_EXTERN PetscErrorCode SNESGetTolerances(SNES,PetscReal*,PetscReal*,PetscReal*,PetscInt*,PetscInt*);
161 PETSC_EXTERN PetscErrorCode SNESSetTrustRegionTolerance(SNES,PetscReal);
162 PETSC_EXTERN PetscErrorCode SNESGetFunctionNorm(SNES,PetscReal*);
163 PETSC_EXTERN PetscErrorCode SNESSetFunctionNorm(SNES,PetscReal);
164 PETSC_EXTERN PetscErrorCode SNESGetIterationNumber(SNES,PetscInt*);
165 PETSC_EXTERN PetscErrorCode SNESSetIterationNumber(SNES,PetscInt);
166 
167 PETSC_EXTERN PetscErrorCode SNESGetNonlinearStepFailures(SNES,PetscInt*);
168 PETSC_EXTERN PetscErrorCode SNESSetMaxNonlinearStepFailures(SNES,PetscInt);
169 PETSC_EXTERN PetscErrorCode SNESGetMaxNonlinearStepFailures(SNES,PetscInt*);
170 PETSC_EXTERN PetscErrorCode SNESGetNumberFunctionEvals(SNES,PetscInt*);
171 
172 PETSC_EXTERN PetscErrorCode SNESSetLagPreconditioner(SNES,PetscInt);
173 PETSC_EXTERN PetscErrorCode SNESGetLagPreconditioner(SNES,PetscInt*);
174 PETSC_EXTERN PetscErrorCode SNESSetLagJacobian(SNES,PetscInt);
175 PETSC_EXTERN PetscErrorCode SNESGetLagJacobian(SNES,PetscInt*);
176 PETSC_EXTERN PetscErrorCode SNESSetGridSequence(SNES,PetscInt);
177 
178 PETSC_EXTERN PetscErrorCode SNESGetLinearSolveIterations(SNES,PetscInt*);
179 PETSC_EXTERN PetscErrorCode SNESGetLinearSolveFailures(SNES,PetscInt*);
180 PETSC_EXTERN PetscErrorCode SNESSetMaxLinearSolveFailures(SNES,PetscInt);
181 PETSC_EXTERN PetscErrorCode SNESGetMaxLinearSolveFailures(SNES,PetscInt*);
182 
183 PETSC_EXTERN PetscErrorCode SNESKSPSetUseEW(SNES,PetscBool );
184 PETSC_EXTERN PetscErrorCode SNESKSPGetUseEW(SNES,PetscBool *);
185 PETSC_EXTERN PetscErrorCode SNESKSPSetParametersEW(SNES,PetscInt,PetscReal,PetscReal,PetscReal,PetscReal,PetscReal,PetscReal);
186 PETSC_EXTERN PetscErrorCode SNESKSPGetParametersEW(SNES,PetscInt*,PetscReal*,PetscReal*,PetscReal*,PetscReal*,PetscReal*,PetscReal*);
187 
188 PETSC_EXTERN PetscErrorCode SNESMonitorLGCreate(const char[],const char[],int,int,int,int,PetscDrawLG*);
189 PETSC_EXTERN PetscErrorCode SNESMonitorLGResidualNorm(SNES,PetscInt,PetscReal,void*);
190 PETSC_EXTERN PetscErrorCode SNESMonitorLGDestroy(PetscDrawLG*);
191 PETSC_EXTERN PetscErrorCode SNESMonitorLGRange(SNES,PetscInt,PetscReal,void*);
192 
193 PETSC_EXTERN PetscErrorCode SNESSetApplicationContext(SNES,void *);
194 PETSC_EXTERN PetscErrorCode SNESGetApplicationContext(SNES,void *);
195 PETSC_EXTERN PetscErrorCode SNESSetComputeApplicationContext(SNES,PetscErrorCode (*)(SNES,void**),PetscErrorCode (*)(void**));
196 
197 PETSC_EXTERN PetscErrorCode SNESPythonSetType(SNES,const char[]);
198 
199 PETSC_EXTERN PetscErrorCode SNESSetFunctionDomainError(SNES);
200 PETSC_EXTERN PetscErrorCode SNESGetFunctionDomainError(SNES, PetscBool *);
201 
202 /*E
203     SNESConvergedReason - reason a SNES method was said to
204          have converged or diverged
205 
206    Level: beginner
207 
208    The two most common reasons for divergence are
209 $   1) an incorrectly coded or computed Jacobian or
210 $   2) failure or lack of convergence in the linear system (in this case we recommend
211 $      testing with -pc_type lu to eliminate the linear solver as the cause of the problem).
212 
213    Diverged Reasons:
214 .    SNES_DIVERGED_LOCAL_MIN - this can only occur when using the line-search variant of SNES.
215        The line search wants to minimize Q(alpha) = 1/2 || F(x + alpha s) ||^2_2  this occurs
216        at Q'(alpha) = s^T F'(x+alpha s)^T F(x+alpha s) = 0. If s is the Newton direction - F'(x)^(-1)F(x) then
217        you get Q'(alpha) = -F(x)^T F'(x)^(-1)^T F'(x+alpha s)F(x+alpha s); when alpha = 0
218        Q'(0) = - ||F(x)||^2_2 which is always NEGATIVE if F'(x) is invertible. This means the Newton
219        direction is a descent direction and the line search should succeed if alpha is small enough.
220 
221        If F'(x) is NOT invertible AND F'(x)^T F(x) = 0 then Q'(0) = 0 and the Newton direction
222        is NOT a descent direction so the line search will fail. All one can do at this point
223        is change the initial guess and try again.
224 
225        An alternative explanation: Newton's method can be regarded as replacing the function with
226        its linear approximation and minimizing the 2-norm of that. That is F(x+s) approx F(x) + F'(x)s
227        so we minimize || F(x) + F'(x) s ||^2_2; do this using Least Squares. If F'(x) is invertible then
228        s = - F'(x)^(-1)F(x) otherwise F'(x)^T F'(x) s = -F'(x)^T F(x). If F'(x)^T F(x) is NOT zero then there
229        exists a nontrival (that is F'(x)s != 0) solution to the equation and this direction is
230        s = - [F'(x)^T F'(x)]^(-1) F'(x)^T F(x) so Q'(0) = - F(x)^T F'(x) [F'(x)^T F'(x)]^(-T) F'(x)^T F(x)
231        = - (F'(x)^T F(x)) [F'(x)^T F'(x)]^(-T) (F'(x)^T F(x)). Since we are assuming (F'(x)^T F(x)) != 0
232        and F'(x)^T F'(x) has no negative eigenvalues Q'(0) < 0 so s is a descent direction and the line
233        search should succeed for small enough alpha.
234 
235        Note that this RARELY happens in practice. Far more likely the linear system is not being solved
236        (well enough?) or the Jacobian is wrong.
237 
238    SNES_DIVERGED_MAX_IT means that the solver reached the maximum number of iterations without satisfying any
239    convergence criteria. SNES_CONVERGED_ITS means that SNESSkipConverged() was chosen as the convergence test;
240    thus the usual convergence criteria have not been checked and may or may not be satisfied.
241 
242    Developer Notes: this must match finclude/petscsnes.h
243 
244        The string versions of these are in SNESConvergedReason, if you change any value here you must
245      also adjust that array.
246 
247    Each reason has its own manual page.
248 
249 .seealso: SNESSolve(), SNESGetConvergedReason(), KSPConvergedReason, SNESSetConvergenceTest()
250 E*/
251 typedef enum {/* converged */
252               SNES_CONVERGED_FNORM_ABS         =  2, /* ||F|| < atol */
253               SNES_CONVERGED_FNORM_RELATIVE    =  3, /* ||F|| < rtol*||F_initial|| */
254               SNES_CONVERGED_SNORM_RELATIVE    =  4, /* Newton computed step size small; || delta x || < stol || x ||*/
255               SNES_CONVERGED_ITS               =  5, /* maximum iterations reached */
256               SNES_CONVERGED_TR_DELTA          =  7,
257               /* diverged */
258               SNES_DIVERGED_FUNCTION_DOMAIN     = -1, /* the new x location passed the function is not in the domain of F */
259               SNES_DIVERGED_FUNCTION_COUNT      = -2,
260               SNES_DIVERGED_LINEAR_SOLVE        = -3, /* the linear solve failed */
261               SNES_DIVERGED_FNORM_NAN           = -4,
262               SNES_DIVERGED_MAX_IT              = -5,
263               SNES_DIVERGED_LINE_SEARCH         = -6, /* the line search failed */
264               SNES_DIVERGED_INNER               = -7, /* inner solve failed */
265               SNES_DIVERGED_LOCAL_MIN           = -8, /* || J^T b || is small, implies converged to local minimum of F() */
266               SNES_CONVERGED_ITERATING          =  0} SNESConvergedReason;
267 PETSC_EXTERN const char *const*SNESConvergedReasons;
268 
269 /*MC
270      SNES_CONVERGED_FNORM_ABS - 2-norm(F) <= abstol
271 
272    Level: beginner
273 
274 .seealso:  SNESSolve(), SNESGetConvergedReason(), SNESConvergedReason, SNESSetTolerances()
275 
276 M*/
277 
278 /*MC
279      SNES_CONVERGED_FNORM_RELATIVE - 2-norm(F) <= rtol*2-norm(F(x_0)) where x_0 is the initial guess
280 
281    Level: beginner
282 
283 .seealso:  SNESSolve(), SNESGetConvergedReason(), SNESConvergedReason, SNESSetTolerances()
284 
285 M*/
286 
287 /*MC
288      SNES_CONVERGED_SNORM_RELATIVE - The 2-norm of the last step <= stol * 2-norm(x) where x is the current
289           solution and stol is the 4th argument to SNESSetTolerances()
290 
291      Options Database Keys:
292       -snes_stol <stol> - the step tolerance
293 
294    Level: beginner
295 
296 .seealso:  SNESSolve(), SNESGetConvergedReason(), SNESConvergedReason, SNESSetTolerances()
297 
298 M*/
299 
300 /*MC
301      SNES_DIVERGED_FUNCTION_COUNT - The user provided function has been called more times then the final
302          argument to SNESSetTolerances()
303 
304    Level: beginner
305 
306 .seealso:  SNESSolve(), SNESGetConvergedReason(), SNESConvergedReason, SNESSetTolerances()
307 
308 M*/
309 
310 /*MC
311      SNES_DIVERGED_FNORM_NAN - the 2-norm of the current function evaluation is not-a-number (NaN), this
312       is usually caused by a division of 0 by 0.
313 
314    Level: beginner
315 
316 .seealso:  SNESSolve(), SNESGetConvergedReason(), SNESConvergedReason, SNESSetTolerances()
317 
318 M*/
319 
320 /*MC
321      SNES_DIVERGED_MAX_IT - SNESSolve() has reached the maximum number of iterations requested
322 
323    Level: beginner
324 
325 .seealso:  SNESSolve(), SNESGetConvergedReason(), SNESConvergedReason, SNESSetTolerances()
326 
327 M*/
328 
329 /*MC
330      SNES_DIVERGED_LINE_SEARCH - The line search has failed. This only occurs for a SNES solvers that use a line search
331 
332    Level: beginner
333 
334 .seealso:  SNESSolve(), SNESGetConvergedReason(), SNESConvergedReason, SNESSetTolerances(), SNESLineSearch
335 
336 M*/
337 
338 /*MC
339      SNES_DIVERGED_LOCAL_MIN - the algorithm seems to have stagnated at a local minimum that is not zero.
340         See the manual page for SNESConvergedReason for more details
341 
342    Level: beginner
343 
344 .seealso:  SNESSolve(), SNESGetConvergedReason(), SNESConvergedReason, SNESSetTolerances()
345 
346 M*/
347 
348 /*MC
349      SNES_CONERGED_ITERATING - this only occurs if SNESGetConvergedReason() is called during the SNESSolve()
350 
351    Level: beginner
352 
353 .seealso:  SNESSolve(), SNESGetConvergedReason(), SNESConvergedReason, SNESSetTolerances()
354 
355 M*/
356 
357 PETSC_EXTERN PetscErrorCode SNESSetConvergenceTest(SNES,PetscErrorCode (*)(SNES,PetscInt,PetscReal,PetscReal,PetscReal,SNESConvergedReason*,void*),void*,PetscErrorCode (*)(void*));
358 PETSC_EXTERN PetscErrorCode SNESDefaultConverged(SNES,PetscInt,PetscReal,PetscReal,PetscReal,SNESConvergedReason*,void*);
359 PETSC_EXTERN PetscErrorCode SNESSkipConverged(SNES,PetscInt,PetscReal,PetscReal,PetscReal,SNESConvergedReason*,void*);
360 PETSC_EXTERN PetscErrorCode SNESGetConvergedReason(SNES,SNESConvergedReason*);
361 
362 PETSC_EXTERN PetscErrorCode SNESDMMeshComputeFunction(SNES,Vec,Vec,void*);
363 PETSC_EXTERN PetscErrorCode SNESDMMeshComputeJacobian(SNES,Vec,Mat*,Mat*,MatStructure*,void*);
364 
365 /* --------- Solving systems of nonlinear equations --------------- */
366 PETSC_EXTERN PetscErrorCode SNESSetFunction(SNES,Vec,PetscErrorCode (*SNESFunction)(SNES,Vec,Vec,void*),void*);
367 PETSC_EXTERN PetscErrorCode SNESGetFunction(SNES,Vec*,PetscErrorCode (**SNESFunction)(SNES,Vec,Vec,void*),void**);
368 PETSC_EXTERN PetscErrorCode SNESComputeFunction(SNES,Vec,Vec);
369 PETSC_EXTERN PetscErrorCode SNESSetJacobian(SNES,Mat,Mat,PetscErrorCode (*SNESJacobianFunction)(SNES,Vec,Mat*,Mat*,MatStructure*,void*),void*);
370 PETSC_EXTERN PetscErrorCode SNESGetJacobian(SNES,Mat*,Mat*,PetscErrorCode (**SNESJacobianFunction)(SNES,Vec,Mat*,Mat*,MatStructure*,void*),void**);
371 PETSC_EXTERN PetscErrorCode SNESDefaultObjectiveComputeFunctionFD(SNES,Vec,Vec,void*);
372 PETSC_EXTERN PetscErrorCode SNESDefaultComputeJacobian(SNES,Vec,Mat*,Mat*,MatStructure*,void*);
373 PETSC_EXTERN PetscErrorCode SNESDefaultComputeJacobianColor(SNES,Vec,Mat*,Mat*,MatStructure*,void*);
374 PETSC_EXTERN PetscErrorCode SNESSetComputeInitialGuess(SNES,PetscErrorCode (*)(SNES,Vec,void*),void*);
375 PETSC_EXTERN PetscErrorCode SNESSetPicard(SNES,Vec,PetscErrorCode (*SNESFunction)(SNES,Vec,Vec,void*),Mat,Mat,PetscErrorCode (*SNESJacobianFunction)(SNES,Vec,Mat*,Mat*,MatStructure*,void*),void*);
376 PETSC_EXTERN PetscErrorCode SNESGetPicard(SNES,Vec*,PetscErrorCode (**SNESFunction)(SNES,Vec,Vec,void*),Mat*,Mat*,PetscErrorCode (**SNESJacobianFunction)(SNES,Vec,Mat*,Mat*,MatStructure*,void*),void**);
377 PETSC_EXTERN PetscErrorCode SNESSetInitialFunction(SNES,Vec);
378 PETSC_EXTERN PetscErrorCode SNESSetInitialFunctionNorm(SNES,PetscReal);
379 
380 PETSC_EXTERN PetscErrorCode SNESSetObjective(SNES,PetscErrorCode (*SNESObjectiveFunction)(SNES,Vec,PetscReal *,void*),void*);
381 PETSC_EXTERN PetscErrorCode SNESGetObjective(SNES,PetscErrorCode (**SNESObjectiveFunction)(SNES,Vec,PetscReal *,void*),void**);
382 PETSC_EXTERN PetscErrorCode SNESComputeObjective(SNES,Vec,PetscReal *);
383 
384 /*E
385     SNESNormType - Norm that is passed in the Krylov convergence
386        test routines.
387 
388    Level: advanced
389 
390    Support for these is highly dependent on the solver.
391 
392    Notes:
393    This is primarily used to turn off extra norm and function computation
394    when the solvers are composed.
395 
396 .seealso: SNESSolve(), SNESGetConvergedReason(), KSPSetNormType(),
397           KSPSetConvergenceTest(), KSPSetPCSide()
398 E*/
399 
400 typedef enum {SNES_NORM_DEFAULT            = -1,
401               SNES_NORM_NONE               =  0,
402               SNES_NORM_FUNCTION           =  1,
403               SNES_NORM_INITIAL_ONLY       =  2,
404               SNES_NORM_FINAL_ONLY         =  3,
405               SNES_NORM_INITIAL_FINAL_ONLY =  4} SNESNormType;
406 PETSC_EXTERN const char *const*const SNESNormTypes;
407 /*MC
408     SNES_NORM_NONE - Don't compute function and its L2 norm.
409 
410    Level: advanced
411 
412     Notes:
413     This is most useful for stationary solvers with a fixed number of iterations used as smoothers.
414 
415 .seealso: SNESNormType, SNESSetNormType(), SNES_NORM_DEFAULT
416 M*/
417 
418 /*MC
419     SNES_NORM_FUNCTION - Compute the function and its L2 norm at each iteration.
420 
421    Level: advanced
422 
423     Notes:
424     Most solvers will use this no matter what norm type is passed to them.
425 
426 .seealso: SNESNormType, SNESSetNormType(), SNES_NORM_NONE
427 M*/
428 
429 /*MC
430     SNES_NORM_INITIAL_ONLY - Compute the function and its L2 at iteration 0, but do not update it.
431 
432    Level: advanced
433 
434    Notes:
435    This method is useful in composed methods, when a true solution might actually be found before SNESSolve() is called.
436    This option enables the solve to abort on the zeroth iteration if this is the case.
437 
438    For solvers that require the computation of the L2 norm of the function as part of the method, this merely cancels
439    the norm computation at the last iteration (if possible).
440 
441 .seealso: SNESNormType, SNESSetNormType(), SNES_NORM_FINAL_ONLY, SNES_NORM_INITIAL_FINAL_ONLY
442 M*/
443 
444 /*MC
445     SNES_NORM_FINAL_ONLY - Compute the function and its L2 norm on only the final iteration.
446 
447    Level: advanced
448 
449    Notes:
450    For solvers that require the computation of the L2 norm of the function as part of the method, behaves
451    exactly as SNES_NORM_DEFAULT.  This method is useful when the function is gotten after SNESSolve and
452    used in subsequent computation for methods that do not need the norm computed during the rest of the
453    solution procedure.
454 
455 .seealso: SNESNormType, SNESSetNormType(), SNES_NORM_INITIAL_ONLY, SNES_NORM_INITIAL_FINAL_ONLY
456 M*/
457 
458 /*MC
459     SNES_NORM_INITIAL_FINAL_ONLY - Compute the function and its L2 norm on only the initial and final iterations.
460 
461    Level: advanced
462 
463    Notes:
464    This method combines the benefits of SNES_NORM_INITIAL_ONLY and SNES_NORM_FINAL_ONLY.
465 
466 .seealso: SNESNormType, SNESSetNormType(), SNES_NORM_SNES_NORM_INITIAL_ONLY, SNES_NORM_FINAL_ONLY
467 M*/
468 
469 
470 PETSC_EXTERN PetscErrorCode SNESSetNormType(SNES,SNESNormType);
471 PETSC_EXTERN PetscErrorCode SNESGetNormType(SNES,SNESNormType*);
472 
473 PETSC_EXTERN PetscErrorCode SNESSetGS(SNES,PetscErrorCode (*SNESGSFunction)(SNES,Vec,Vec,void*),void*);
474 PETSC_EXTERN PetscErrorCode SNESGetGS(SNES,PetscErrorCode (**SNESGSFunction)(SNES,Vec,Vec,void*),void**);
475 PETSC_EXTERN PetscErrorCode SNESSetUseGS(SNES,PetscBool);
476 PETSC_EXTERN PetscErrorCode SNESGetUseGS(SNES,PetscBool *);
477 PETSC_EXTERN PetscErrorCode SNESSetGSSweeps(SNES,PetscInt);
478 PETSC_EXTERN PetscErrorCode SNESGetGSSweeps(SNES,PetscInt *);
479 PETSC_EXTERN PetscErrorCode SNESComputeGS(SNES,Vec,Vec);
480 
481 PETSC_EXTERN PetscErrorCode SNESUpdateCheckJacobian(SNES,PetscInt);
482 
483 PETSC_EXTERN PetscErrorCode SNESShellGetContext(SNES,void**);
484 PETSC_EXTERN PetscErrorCode SNESShellSetContext(SNES,void*);
485 PETSC_EXTERN PetscErrorCode SNESShellSetSolve(SNES,PetscErrorCode (*)(SNES,Vec));
486 
487 /* --------- Routines specifically for line search methods --------------- */
488 
489 typedef struct _p_LineSearch* SNESLineSearch;
490 
491 /*S
492      SNESLineSearch - Abstract PETSc object that manages line-search operations
493 
494    Level: beginner
495 
496   Concepts: nonlinear solvers, line search
497 
498 .seealso:  SNESLineSearchCreate(), SNESLineSearchSetType(), SNES
499 S*/
500 
501 /*J
502     SNESLineSearchType - String with the name of a PETSc line search method
503 
504    Level: beginner
505 
506 .seealso: SNESLineSearchSetType(), SNES
507 J*/
508 
509 typedef const char* SNESLineSearchType;
510 #define SNESLINESEARCHBT                 "bt"
511 #define SNESLINESEARCHBASIC              "basic"
512 #define SNESLINESEARCHL2                 "l2"
513 #define SNESLINESEARCHCP                 "cp"
514 #define SNESLINESEARCHSHELL              "shell"
515 
516 PETSC_EXTERN PetscBool         SNESRegisterAllCalled;
517 PETSC_EXTERN PetscFunctionList SNESList;
518 PETSC_EXTERN PetscClassId      SNESLINESEARCH_CLASSID;
519 PETSC_EXTERN PetscBool         SNESLineSearchRegisterAllCalled;
520 PETSC_EXTERN PetscFunctionList SNESLineSearchList;
521 PETSC_EXTERN PetscLogEvent     SNESLineSearch_Apply;
522 
523 #define SNES_LINESEARCH_ORDER_LINEAR    1
524 #define SNES_LINESEARCH_ORDER_QUADRATIC 2
525 #define SNES_LINESEARCH_ORDER_CUBIC     3
526 
527 PETSC_EXTERN_TYPEDEF typedef PetscErrorCode (*SNESLineSearchVIProjectFunc)(SNES,Vec);
528 PETSC_EXTERN_TYPEDEF typedef PetscErrorCode (*SNESLineSearchVINormFunc)(SNES,Vec,Vec,PetscReal *);
529 PETSC_EXTERN_TYPEDEF typedef PetscErrorCode (*SNESLineSearchApplyFunc)(SNESLineSearch);
530 PETSC_EXTERN_TYPEDEF typedef PetscErrorCode (*SNESLineSearchUserFunc)(SNESLineSearch, void *);
531 
532 PETSC_EXTERN PetscErrorCode SNESLineSearchCreate(MPI_Comm, SNESLineSearch*);
533 PETSC_EXTERN PetscErrorCode SNESLineSearchReset(SNESLineSearch);
534 PETSC_EXTERN PetscErrorCode SNESLineSearchView(SNESLineSearch,PetscViewer);
535 PETSC_EXTERN PetscErrorCode SNESLineSearchDestroy(SNESLineSearch *);
536 PETSC_EXTERN PetscErrorCode SNESLineSearchSetType(SNESLineSearch, SNESLineSearchType);
537 PETSC_EXTERN PetscErrorCode SNESLineSearchSetFromOptions(SNESLineSearch);
538 PETSC_EXTERN PetscErrorCode SNESLineSearchSetUp(SNESLineSearch);
539 PETSC_EXTERN PetscErrorCode SNESLineSearchApply(SNESLineSearch, Vec, Vec, PetscReal *, Vec);
540 PETSC_EXTERN PetscErrorCode SNESLineSearchPreCheck(SNESLineSearch,Vec,Vec,PetscBool *);
541 PETSC_EXTERN PetscErrorCode SNESLineSearchPostCheck(SNESLineSearch,Vec,Vec,Vec,PetscBool *,PetscBool *);
542 PETSC_EXTERN PetscErrorCode SNESLineSearchGetWork(SNESLineSearch, PetscInt);
543 
544 /* set the functions for precheck and postcheck */
545 
546 PETSC_EXTERN PetscErrorCode SNESLineSearchSetPreCheck(SNESLineSearch, PetscErrorCode (*SNESLineSearchPreCheckFunction)(SNESLineSearch,Vec,Vec,PetscBool*,void*), void *ctx);
547 PETSC_EXTERN PetscErrorCode SNESLineSearchSetPostCheck(SNESLineSearch, PetscErrorCode (*SNESLineSearchPostCheckFunction)(SNESLineSearch,Vec,Vec,Vec,PetscBool *,PetscBool *,void*), void *ctx);
548 
549 PETSC_EXTERN PetscErrorCode SNESLineSearchGetPreCheck(SNESLineSearch, PetscErrorCode (**SNESLineSearchPreCheckFunction)(SNESLineSearch,Vec,Vec,PetscBool*,void*), void **ctx);
550 PETSC_EXTERN PetscErrorCode SNESLineSearchGetPostCheck(SNESLineSearch, PetscErrorCode (**SNESLineSearchPostCheckFunction)(SNESLineSearch,Vec,Vec,Vec,PetscBool *,PetscBool *,void*), void **ctx);
551 
552 /* set the functions for VI-specific line search operations */
553 
554 PETSC_EXTERN PetscErrorCode SNESLineSearchSetVIFunctions(SNESLineSearch, SNESLineSearchVIProjectFunc, SNESLineSearchVINormFunc);
555 PETSC_EXTERN PetscErrorCode SNESLineSearchGetVIFunctions(SNESLineSearch, SNESLineSearchVIProjectFunc*, SNESLineSearchVINormFunc*);
556 
557 /* pointers to the associated SNES in order to be able to get the function evaluation out */
558 PETSC_EXTERN PetscErrorCode SNESLineSearchSetSNES(SNESLineSearch,SNES);
559 PETSC_EXTERN PetscErrorCode SNESLineSearchGetSNES(SNESLineSearch,SNES*);
560 
561 /* set and get the parameters and vectors */
562 PETSC_EXTERN PetscErrorCode SNESLineSearchGetTolerances(SNESLineSearch,PetscReal*,PetscReal*,PetscReal*,PetscReal*,PetscReal*,PetscInt*);
563 PETSC_EXTERN PetscErrorCode SNESLineSearchSetTolerances(SNESLineSearch,PetscReal,PetscReal,PetscReal,PetscReal,PetscReal,PetscInt);
564 
565 PETSC_EXTERN PetscErrorCode SNESLineSearchPreCheckPicard(SNESLineSearch,Vec,Vec,PetscBool*,void*);
566 
567 PETSC_EXTERN PetscErrorCode SNESLineSearchGetLambda(SNESLineSearch,PetscReal*);
568 PETSC_EXTERN PetscErrorCode SNESLineSearchSetLambda(SNESLineSearch,PetscReal);
569 
570 PETSC_EXTERN PetscErrorCode SNESLineSearchGetDamping(SNESLineSearch,PetscReal*);
571 PETSC_EXTERN PetscErrorCode SNESLineSearchSetDamping(SNESLineSearch,PetscReal);
572 
573 PETSC_EXTERN PetscErrorCode SNESLineSearchGetOrder(SNESLineSearch,PetscInt *order);
574 PETSC_EXTERN PetscErrorCode SNESLineSearchSetOrder(SNESLineSearch,PetscInt order);
575 
576 PETSC_EXTERN PetscErrorCode SNESLineSearchGetSuccess(SNESLineSearch, PetscBool*);
577 PETSC_EXTERN PetscErrorCode SNESLineSearchSetSuccess(SNESLineSearch, PetscBool);
578 
579 PETSC_EXTERN PetscErrorCode SNESLineSearchGetVecs(SNESLineSearch,Vec*,Vec*,Vec*,Vec*,Vec*);
580 PETSC_EXTERN PetscErrorCode SNESLineSearchSetVecs(SNESLineSearch,Vec,Vec,Vec,Vec,Vec);
581 
582 PETSC_EXTERN PetscErrorCode SNESLineSearchGetNorms(SNESLineSearch, PetscReal *, PetscReal *, PetscReal *);
583 PETSC_EXTERN PetscErrorCode SNESLineSearchSetNorms(SNESLineSearch, PetscReal, PetscReal, PetscReal);
584 PETSC_EXTERN PetscErrorCode SNESLineSearchComputeNorms(SNESLineSearch);
585 PETSC_EXTERN PetscErrorCode SNESLineSearchSetComputeNorms(SNESLineSearch, PetscBool);
586 
587 PETSC_EXTERN PetscErrorCode SNESLineSearchSetMonitor(SNESLineSearch, PetscBool);
588 PETSC_EXTERN PetscErrorCode SNESLineSearchGetMonitor(SNESLineSearch, PetscViewer*);
589 
590 PETSC_EXTERN PetscErrorCode SNESLineSearchAppendOptionsPrefix(SNESLineSearch, const char prefix[]);
591 PETSC_EXTERN PetscErrorCode SNESLineSearchGetOptionsPrefix(SNESLineSearch, const char *prefix[]);
592 
593 
594 /* Shell interface functions */
595 PETSC_EXTERN PetscErrorCode SNESLineSearchShellSetUserFunc(SNESLineSearch,SNESLineSearchUserFunc,void*);
596 PETSC_EXTERN PetscErrorCode SNESLineSearchShellGetUserFunc(SNESLineSearch,SNESLineSearchUserFunc*,void**);
597 
598 /* BT interface functions */
599 PETSC_EXTERN PetscErrorCode SNESLineSearchBTSetAlpha(SNESLineSearch, PetscReal);
600 PETSC_EXTERN PetscErrorCode SNESLineSearchBTGetAlpha(SNESLineSearch, PetscReal*);
601 
602 /*register line search types */
603 PETSC_EXTERN PetscErrorCode SNESLineSearchRegister(const char[],const char[],const char[],PetscErrorCode(*)(SNESLineSearch));
604 PETSC_EXTERN PetscErrorCode SNESLineSearchRegisterAll(const char path[]);
605 PETSC_EXTERN PetscErrorCode SNESLineSearchRegisterDestroy(void);
606 
607 #if defined(PETSC_USE_DYNAMIC_LIBRARIES)
608 #define SNESLineSearchRegisterDynamic(a,b,c,d) SNESLineSearchRegister(a,b,c,0)
609 #else
610 #define SNESLineSearchRegisterDynamic(a,b,c,d) SNESLineSearchRegister(a,b,c,d)
611 #endif
612 
613 /* Routines for VI solver */
614 PETSC_EXTERN PetscErrorCode SNESVISetVariableBounds(SNES,Vec,Vec);
615 PETSC_EXTERN PetscErrorCode SNESVISetComputeVariableBounds(SNES, PetscErrorCode (*)(SNES,Vec,Vec));
616 PETSC_EXTERN PetscErrorCode SNESVIGetInactiveSet(SNES,IS*);
617 PETSC_EXTERN PetscErrorCode SNESVIGetActiveSetIS(SNES,Vec,Vec,IS*);
618 PETSC_EXTERN PetscErrorCode SNESVIComputeInactiveSetFnorm(SNES,Vec,Vec,PetscReal*);
619 PETSC_EXTERN PetscErrorCode SNESVISetRedundancyCheck(SNES,PetscErrorCode(*)(SNES,IS,IS*,void*),void*);
620 #define SNES_VI_INF   1.0e20
621 #define SNES_VI_NINF -1.0e20
622 
623 PETSC_EXTERN PetscErrorCode SNESTestLocalMin(SNES);
624 
625 /* Should this routine be private? */
626 PETSC_EXTERN PetscErrorCode SNESComputeJacobian(SNES,Vec,Mat*,Mat*,MatStructure*);
627 
628 PETSC_EXTERN PetscErrorCode SNESSetDM(SNES,DM);
629 PETSC_EXTERN PetscErrorCode SNESGetDM(SNES,DM*);
630 PETSC_EXTERN PetscErrorCode SNESSetPC(SNES,SNES);
631 PETSC_EXTERN PetscErrorCode SNESGetPC(SNES,SNES*);
632 PETSC_EXTERN PetscErrorCode SNESSetPCSide(SNES,PCSide);
633 PETSC_EXTERN PetscErrorCode SNESGetPCSide(SNES,PCSide*);
634 PETSC_EXTERN PetscErrorCode SNESSetSNESLineSearch(SNES,SNESLineSearch);
635 PETSC_EXTERN PetscErrorCode SNESGetSNESLineSearch(SNES,SNESLineSearch*);
636 PETSC_EXTERN PetscErrorCode SNESRestrictHookAdd(SNES,PetscErrorCode (*)(SNES,SNES,void*),void*);
637 PETSC_EXTERN PetscErrorCode SNESRestrictHooksRun(SNES,SNES);
638 
639 PETSC_EXTERN PetscErrorCode SNESSetUpMatrices(SNES);
640 PETSC_EXTERN PetscErrorCode DMSNESSetFunction(DM,PetscErrorCode(*SNESFunction)(SNES,Vec,Vec,void*),void*);
641 PETSC_EXTERN PetscErrorCode DMSNESGetFunction(DM,PetscErrorCode(**SNESSetFunction)(SNES,Vec,Vec,void*),void**);
642 PETSC_EXTERN PetscErrorCode DMSNESSetGS(DM,PetscErrorCode(*SNESGSFunction)(SNES,Vec,Vec,void*),void*);
643 PETSC_EXTERN PetscErrorCode DMSNESGetGS(DM,PetscErrorCode(**SNESGSFunction)(SNES,Vec,Vec,void*),void**);
644 PETSC_EXTERN PetscErrorCode DMSNESSetJacobian(DM,PetscErrorCode(*SNESJacobianFunction)(SNES,Vec,Mat*,Mat*,MatStructure*,void*),void*);
645 PETSC_EXTERN PetscErrorCode DMSNESGetJacobian(DM,PetscErrorCode(**SNESJacobianFunction)(SNES,Vec,Mat*,Mat*,MatStructure*,void*),void**);
646 PETSC_EXTERN PetscErrorCode DMSNESSetPicard(DM,PetscErrorCode(*SNESFunction)(SNES,Vec,Vec,void*),PetscErrorCode(*SNESJacobianFunction)(SNES,Vec,Mat*,Mat*,MatStructure*,void*),void*);
647 PETSC_EXTERN PetscErrorCode DMSNESGetPicard(DM,PetscErrorCode(**SNESFunction)(SNES,Vec,Vec,void*),PetscErrorCode(**SNESJacobianFunction)(SNES,Vec,Mat*,Mat*,MatStructure*,void*),void**);
648 PETSC_EXTERN PetscErrorCode DMSNESSetObjective(DM,PetscErrorCode (*SNESObjectiveFunction)(SNES,Vec,PetscReal *,void*),void*);
649 PETSC_EXTERN PetscErrorCode DMSNESGetObjective(DM,PetscErrorCode (**SNESObjectiveFunction)(SNES,Vec,PetscReal *,void*),void**);
650 
651 PETSC_EXTERN_TYPEDEF typedef PetscErrorCode (*DMDASNESFunction)(DMDALocalInfo*,void*,void*,void*);
652 PETSC_EXTERN_TYPEDEF typedef PetscErrorCode (*DMDASNESJacobian)(DMDALocalInfo*,void*,Mat,Mat,MatStructure*,void*);
653 PETSC_EXTERN_TYPEDEF typedef PetscErrorCode (*DMDASNESObjective)(DMDALocalInfo*,void*,PetscReal*,void*);
654 
655 PETSC_EXTERN PetscErrorCode DMDASNESSetFunctionLocal(DM,InsertMode,DMDASNESFunction,void*);
656 PETSC_EXTERN PetscErrorCode DMDASNESSetJacobianLocal(DM,DMDASNESJacobian,void*);
657 PETSC_EXTERN PetscErrorCode DMDASNESSetObjectiveLocal(DM,DMDASNESObjective,void*);
658 PETSC_EXTERN PetscErrorCode DMDASNESSetPicardLocal(DM,InsertMode,PetscErrorCode (*)(DMDALocalInfo*,void*,void*,void*),PetscErrorCode (*)(DMDALocalInfo*,void*,Mat,Mat,MatStructure*,void*),void*);
659 
660 PETSC_EXTERN PetscErrorCode DMSNESSetFunctionLocal(DM,PetscErrorCode (*)(DM,Vec,Vec,void*),void*);
661 PETSC_EXTERN PetscErrorCode DMSNESSetJacobianLocal(DM,PetscErrorCode (*)(DM,Vec,Mat,Mat,MatStructure*,void*),void*);
662 
663 /* Routines for Multiblock solver */
664 PETSC_EXTERN PetscErrorCode SNESMultiblockSetFields(SNES, const char [], PetscInt, const PetscInt *);
665 PETSC_EXTERN PetscErrorCode SNESMultiblockSetIS(SNES, const char [], IS);
666 PETSC_EXTERN PetscErrorCode SNESMultiblockSetBlockSize(SNES, PetscInt);
667 PETSC_EXTERN PetscErrorCode SNESMultiblockSetType(SNES, PCCompositeType);
668 
669 /*J
670     SNESMSType - String with the name of a PETSc SNESMS method.
671 
672    Level: intermediate
673 
674 .seealso: SNESMSSetType(), SNES
675 J*/
676 typedef const char* SNESMSType;
677 #define SNESMSM62       "m62"
678 #define SNESMSEULER     "euler"
679 #define SNESMSJAMESON83 "jameson83"
680 #define SNESMSVLTP21    "vltp21"
681 #define SNESMSVLTP31    "vltp31"
682 #define SNESMSVLTP41    "vltp41"
683 #define SNESMSVLTP51    "vltp51"
684 #define SNESMSVLTP61    "vltp61"
685 
686 PETSC_EXTERN PetscErrorCode SNESMSRegister(SNESMSType,PetscInt,PetscInt,PetscReal,const PetscReal[],const PetscReal[],const PetscReal[]);
687 PETSC_EXTERN PetscErrorCode SNESMSSetType(SNES,SNESMSType);
688 PETSC_EXTERN PetscErrorCode SNESMSFinalizePackage(void);
689 PETSC_EXTERN PetscErrorCode SNESMSInitializePackage(const char path[]);
690 PETSC_EXTERN PetscErrorCode SNESMSRegisterDestroy(void);
691 PETSC_EXTERN PetscErrorCode SNESMSRegisterAll(void);
692 
693 /* routines for NGMRES solver */
694 
695 typedef enum {
696   SNES_NGMRES_RESTART_NONE       = 0,
697   SNES_NGMRES_RESTART_PERIODIC   = 1,
698   SNES_NGMRES_RESTART_DIFFERENCE = 2} SNESNGMRESRestartType;
699 PETSC_EXTERN const char *const SNESNGMRESRestartTypes[];
700 
701 typedef enum {
702   SNES_NGMRES_SELECT_NONE       = 0,
703   SNES_NGMRES_SELECT_DIFFERENCE = 1,
704   SNES_NGMRES_SELECT_LINESEARCH = 2} SNESNGMRESSelectType;
705 PETSC_EXTERN const char *const SNESNGMRESSelectTypes[];
706 
707 PETSC_EXTERN PetscErrorCode SNESNGMRESSetRestartType(SNES, SNESNGMRESRestartType);
708 PETSC_EXTERN PetscErrorCode SNESNGMRESSetSelectType(SNES, SNESNGMRESSelectType);
709 
710 /* routines for NCG solver */
711 
712 typedef enum {
713   SNES_NCG_FR    = 0,
714   SNES_NCG_PRP   = 1,
715   SNES_NCG_HS    = 2,
716   SNES_NCG_DY    = 3,
717   SNES_NCG_CD    = 4} SNESNCGType;
718 PETSC_EXTERN const char *const SNESNCGTypes[];
719 
720 PETSC_EXTERN PetscErrorCode SNESNCGSetType(SNES, SNESNCGType);
721 
722 typedef enum {SNES_QN_SCALE_NONE       = 0,
723               SNES_QN_SCALE_SHANNO     = 1,
724               SNES_QN_SCALE_LINESEARCH = 2,
725               SNES_QN_SCALE_JACOBIAN   = 3} SNESQNScaleType;
726 PETSC_EXTERN const char *const SNESQNScaleTypes[];
727 typedef enum {SNES_QN_RESTART_NONE     = 0,
728               SNES_QN_RESTART_POWELL   = 1,
729               SNES_QN_RESTART_PERIODIC = 2} SNESQNRestartType;
730 PETSC_EXTERN const char *const SNESQNRestartTypes[];
731 
732 PETSC_EXTERN PetscErrorCode SNESQNSetScaleType(SNES, SNESQNScaleType);
733 PETSC_EXTERN PetscErrorCode SNESQNSetRestartType(SNES, SNESQNRestartType);
734 
735 
736 #endif
737