#ifndef __TAO_H #define __TAO_H #include PetscErrorCode VecFischer(Vec, Vec, Vec, Vec, Vec); PetscErrorCode VecSFischer(Vec, Vec, Vec, Vec, PetscReal, Vec); PetscErrorCode MatDFischer(Mat, Vec, Vec, Vec, Vec, Vec, Vec, Vec, Vec); PetscErrorCode MatDSFischer(Mat, Vec, Vec, Vec, Vec, PetscReal, Vec, Vec, Vec, Vec, Vec); /*E TaoSubsetType - PetscInt representing the way TAO handles active sets + TAO_SUBSET_SUBVEC - TAO uses PETSc's MatCreateSubMatrix and VecGetSubVector . TAO_SUBSET_MASK - Matrices are zeroed out corresponding to active set entries - TAO_SUBSET_MATRIXFREE - Same as TAO_SUBSET_MASK, but can be applied to matrix-free operators Options database keys: . -different_hessian - TAO will use a copy of the hessian operator for masking. By default TAO will directly alter the hessian operator. Level: intermediate E*/ typedef enum {TAO_SUBSET_SUBVEC,TAO_SUBSET_MASK,TAO_SUBSET_MATRIXFREE} TaoSubsetType; PETSC_EXTERN const char *const TaoSubsetTypes[]; /*S Tao - Abstract PETSc object that manages nonlinear optimization solves Level: advanced .seealso TaoCreate(), TaoDestroy(), TaoSetType(), TaoType S*/ typedef struct _p_Tao* Tao; /*J TaoType - String with the name of a TAO method Level: beginner J*/ #define TaoType char* #define TAOLMVM "lmvm" #define TAONLS "nls" #define TAONTR "ntr" #define TAONTL "ntl" #define TAOCG "cg" #define TAOTRON "tron" #define TAOOWLQN "owlqn" #define TAOBMRM "bmrm" #define TAOBLMVM "blmvm" #define TAOBQPIP "bqpip" #define TAOGPCG "gpcg" #define TAONM "nm" #define TAOPOUNDERS "pounders" #define TAOLCL "lcl" #define TAOSSILS "ssils" #define TAOSSFLS "ssfls" #define TAOASILS "asils" #define TAOASFLS "asfls" #define TAOIPM "ipm" #define TAOTEST "test" PETSC_EXTERN PetscClassId TAO_CLASSID; PETSC_EXTERN PetscFunctionList TaoList; /*E TaoConvergedReason - reason a TAO method was said to have converged or diverged Level: beginner The two most common reasons for divergence are $ 1) an incorrectly coded or computed gradient or Hessian $ 2) failure or lack of convergence in the linear system (in this case we recommend $ testing with -pc_type lu to eliminate the linear solver as the cause of the problem). Developer Notes: this must match petsc/finclude/petsctao.h The string versions of these are in TAOConvergedReasons, if you change any value here you must also adjust that array. .seealso: TAOSolve(), TaoGetConvergedReason(), KSPConvergedReason, SNESConvergedReason, TSConvergedReason E*/ typedef enum {/* converged */ TAO_CONVERGED_GATOL = 3, /* ||g(X)|| < gatol */ TAO_CONVERGED_GRTOL = 4, /* ||g(X)|| / f(X) < grtol */ TAO_CONVERGED_GTTOL = 5, /* ||g(X)|| / ||g(X0)|| < gttol */ TAO_CONVERGED_STEPTOL = 6, /* step size small */ TAO_CONVERGED_MINF = 7, /* F < F_min */ TAO_CONVERGED_USER = 8, /* User defined */ /* diverged */ TAO_DIVERGED_MAXITS = -2, TAO_DIVERGED_NAN = -4, TAO_DIVERGED_MAXFCN = -5, TAO_DIVERGED_LS_FAILURE = -6, TAO_DIVERGED_TR_REDUCTION = -7, TAO_DIVERGED_USER = -8, /* User defined */ /* keep going */ TAO_CONTINUE_ITERATING = 0} TaoConvergedReason; PETSC_EXTERN const char **TaoConvergedReasons; PETSC_EXTERN PetscErrorCode TaoInitializePackage(void); PETSC_EXTERN PetscErrorCode TaoFinalizePackage(void); PETSC_EXTERN PetscErrorCode TaoCreate(MPI_Comm,Tao*); PETSC_EXTERN PetscErrorCode TaoSetFromOptions(Tao); PETSC_EXTERN PetscErrorCode TaoSetUp(Tao); PETSC_EXTERN PetscErrorCode TaoSetType(Tao, const TaoType); PETSC_EXTERN PetscErrorCode TaoGetType(Tao, const TaoType *); PETSC_EXTERN PetscErrorCode TaoSetApplicationContext(Tao, void*); PETSC_EXTERN PetscErrorCode TaoGetApplicationContext(Tao, void*); PETSC_EXTERN PetscErrorCode TaoDestroy(Tao*); PETSC_EXTERN PetscErrorCode TaoSetOptionsPrefix(Tao,const char []); PETSC_EXTERN PetscErrorCode TaoView(Tao, PetscViewer); PETSC_STATIC_INLINE PetscErrorCode TaoViewFromOptions(Tao A,PetscObject obj,const char name[]) {return PetscObjectViewFromOptions((PetscObject)A,obj,name);} PETSC_EXTERN PetscErrorCode TaoSolve(Tao); PETSC_EXTERN PetscErrorCode TaoRegister(const char [],PetscErrorCode (*)(Tao)); PETSC_EXTERN PetscErrorCode TaoRegisterDestroy(void); PETSC_EXTERN PetscErrorCode TaoGetConvergedReason(Tao,TaoConvergedReason*); PETSC_EXTERN PetscErrorCode TaoGetSolutionStatus(Tao, PetscInt*, PetscReal*, PetscReal*, PetscReal*, PetscReal*, TaoConvergedReason*); PETSC_EXTERN PetscErrorCode TaoSetConvergedReason(Tao,TaoConvergedReason); PETSC_EXTERN PetscErrorCode TaoSetInitialVector(Tao, Vec); PETSC_EXTERN PetscErrorCode TaoGetSolutionVector(Tao, Vec*); PETSC_EXTERN PetscErrorCode TaoGetGradientVector(Tao, Vec*); PETSC_EXTERN PetscErrorCode TaoSetGradientNorm(Tao, Mat); PETSC_EXTERN PetscErrorCode TaoGetGradientNorm(Tao, Mat*); PETSC_EXTERN PetscErrorCode TaoLMVMSetH0(Tao, Mat); PETSC_EXTERN PetscErrorCode TaoLMVMGetH0(Tao, Mat*); PETSC_EXTERN PetscErrorCode TaoLMVMGetH0KSP(Tao, KSP*); PETSC_EXTERN PetscErrorCode TaoSetObjectiveRoutine(Tao, PetscErrorCode(*)(Tao, Vec, PetscReal*,void*), void*); PETSC_EXTERN PetscErrorCode TaoSetGradientRoutine(Tao, PetscErrorCode(*)(Tao, Vec, Vec, void*), void*); PETSC_EXTERN PetscErrorCode TaoSetObjectiveAndGradientRoutine(Tao, PetscErrorCode(*)(Tao, Vec, PetscReal*, Vec, void*), void*); PETSC_EXTERN PetscErrorCode TaoSetHessianRoutine(Tao,Mat,Mat,PetscErrorCode(*)(Tao,Vec, Mat, Mat, void*), void*); PETSC_EXTERN PetscErrorCode TaoSetSeparableObjectiveRoutine(Tao, Vec, PetscErrorCode(*)(Tao, Vec, Vec, void*), void*); PETSC_EXTERN PetscErrorCode TaoSetSeparableObjectiveWeights(Tao, Vec, PetscInt, PetscInt*, PetscInt*, PetscReal*); PETSC_EXTERN PetscErrorCode TaoSetConstraintsRoutine(Tao, Vec, PetscErrorCode(*)(Tao, Vec, Vec, void*), void*); PETSC_EXTERN PetscErrorCode TaoSetInequalityConstraintsRoutine(Tao, Vec, PetscErrorCode(*)(Tao, Vec, Vec, void*), void*); PETSC_EXTERN PetscErrorCode TaoSetEqualityConstraintsRoutine(Tao, Vec, PetscErrorCode(*)(Tao, Vec, Vec, void*), void*); PETSC_EXTERN PetscErrorCode TaoSetJacobianRoutine(Tao,Mat,Mat, PetscErrorCode(*)(Tao,Vec, Mat, Mat, void*), void*); PETSC_EXTERN PetscErrorCode TaoSetJacobianStateRoutine(Tao,Mat,Mat,Mat, PetscErrorCode(*)(Tao,Vec, Mat, Mat, Mat, void*), void*); PETSC_EXTERN PetscErrorCode TaoSetJacobianDesignRoutine(Tao,Mat,PetscErrorCode(*)(Tao,Vec, Mat, void*), void*); PETSC_EXTERN PetscErrorCode TaoSetJacobianInequalityRoutine(Tao,Mat,Mat,PetscErrorCode(*)(Tao,Vec, Mat, Mat, void*), void*); PETSC_EXTERN PetscErrorCode TaoSetJacobianEqualityRoutine(Tao,Mat,Mat,PetscErrorCode(*)(Tao,Vec, Mat, Mat, void*), void*); PETSC_EXTERN PetscErrorCode TaoSetStateDesignIS(Tao, IS, IS); PETSC_EXTERN PetscErrorCode TaoComputeObjective(Tao, Vec, PetscReal*); PETSC_EXTERN PetscErrorCode TaoComputeSeparableObjective(Tao, Vec, Vec); PETSC_EXTERN PetscErrorCode TaoComputeGradient(Tao, Vec, Vec); PETSC_EXTERN PetscErrorCode TaoComputeObjectiveAndGradient(Tao, Vec, PetscReal*, Vec); PETSC_EXTERN PetscErrorCode TaoComputeConstraints(Tao, Vec, Vec); PETSC_EXTERN PetscErrorCode TaoComputeInequalityConstraints(Tao, Vec, Vec); PETSC_EXTERN PetscErrorCode TaoComputeEqualityConstraints(Tao, Vec, Vec); PETSC_EXTERN PetscErrorCode TaoDefaultComputeGradient(Tao, Vec, Vec, void*); PETSC_EXTERN PetscErrorCode TaoIsObjectiveDefined(Tao,PetscBool*); PETSC_EXTERN PetscErrorCode TaoIsGradientDefined(Tao,PetscBool*); PETSC_EXTERN PetscErrorCode TaoIsObjectiveAndGradientDefined(Tao,PetscBool*); PETSC_EXTERN PetscErrorCode TaoComputeHessian(Tao, Vec, Mat, Mat); PETSC_EXTERN PetscErrorCode TaoComputeJacobian(Tao, Vec, Mat, Mat); PETSC_EXTERN PetscErrorCode TaoComputeJacobianState(Tao, Vec, Mat, Mat, Mat); PETSC_EXTERN PetscErrorCode TaoComputeJacobianEquality(Tao, Vec, Mat, Mat); PETSC_EXTERN PetscErrorCode TaoComputeJacobianInequality(Tao, Vec, Mat, Mat); PETSC_EXTERN PetscErrorCode TaoComputeJacobianDesign(Tao, Vec, Mat); PETSC_EXTERN PetscErrorCode TaoDefaultComputeHessian(Tao, Vec, Mat, Mat, void*); PETSC_EXTERN PetscErrorCode TaoDefaultComputeHessianColor(Tao, Vec, Mat, Mat, void*); PETSC_EXTERN PetscErrorCode TaoComputeDualVariables(Tao, Vec, Vec); PETSC_EXTERN PetscErrorCode TaoSetVariableBounds(Tao, Vec, Vec); PETSC_EXTERN PetscErrorCode TaoGetVariableBounds(Tao, Vec*, Vec*); PETSC_EXTERN PetscErrorCode TaoGetDualVariables(Tao, Vec*, Vec*); PETSC_EXTERN PetscErrorCode TaoSetInequalityBounds(Tao, Vec, Vec); PETSC_EXTERN PetscErrorCode TaoGetInequalityBounds(Tao, Vec*, Vec*); PETSC_EXTERN PetscErrorCode TaoSetVariableBoundsRoutine(Tao, PetscErrorCode(*)(Tao, Vec, Vec, void*), void*); PETSC_EXTERN PetscErrorCode TaoComputeVariableBounds(Tao); PETSC_EXTERN PetscErrorCode TaoGetTolerances(Tao, PetscReal*, PetscReal*, PetscReal*); PETSC_EXTERN PetscErrorCode TaoSetTolerances(Tao, PetscReal, PetscReal, PetscReal); PETSC_EXTERN PetscErrorCode TaoGetConstraintTolerances(Tao, PetscReal*, PetscReal*); PETSC_EXTERN PetscErrorCode TaoSetConstraintTolerances(Tao, PetscReal, PetscReal); PETSC_EXTERN PetscErrorCode TaoSetFunctionLowerBound(Tao, PetscReal); PETSC_EXTERN PetscErrorCode TaoSetInitialTrustRegionRadius(Tao, PetscReal); PETSC_EXTERN PetscErrorCode TaoSetMaximumIterations(Tao, PetscInt); PETSC_EXTERN PetscErrorCode TaoSetMaximumFunctionEvaluations(Tao, PetscInt); PETSC_EXTERN PetscErrorCode TaoGetFunctionLowerBound(Tao, PetscReal*); PETSC_EXTERN PetscErrorCode TaoGetInitialTrustRegionRadius(Tao, PetscReal*); PETSC_EXTERN PetscErrorCode TaoGetCurrentTrustRegionRadius(Tao, PetscReal*); PETSC_EXTERN PetscErrorCode TaoGetMaximumIterations(Tao, PetscInt*); PETSC_EXTERN PetscErrorCode TaoGetCurrentFunctionEvaluations(Tao, PetscInt*); PETSC_EXTERN PetscErrorCode TaoGetMaximumFunctionEvaluations(Tao, PetscInt*); PETSC_EXTERN PetscErrorCode TaoGetIterationNumber(Tao, PetscInt*); PETSC_EXTERN PetscErrorCode TaoSetIterationNumber(Tao, PetscInt); PETSC_EXTERN PetscErrorCode TaoGetTotalIterationNumber(Tao, PetscInt*); PETSC_EXTERN PetscErrorCode TaoSetTotalIterationNumber(Tao, PetscInt); PETSC_EXTERN PetscErrorCode TaoAppendOptionsPrefix(Tao, const char p[]); PETSC_EXTERN PetscErrorCode TaoGetOptionsPrefix(Tao, const char *p[]); PETSC_EXTERN PetscErrorCode TaoResetStatistics(Tao); PETSC_EXTERN PetscErrorCode TaoGetKSP(Tao, KSP*); PETSC_EXTERN PetscErrorCode TaoGetLinearSolveIterations(Tao,PetscInt *); #include PETSC_EXTERN PetscErrorCode TaoLineSearchUseTaoRoutines(TaoLineSearch, Tao); PETSC_EXTERN PetscErrorCode TaoGetLineSearch(Tao, TaoLineSearch*); PETSC_EXTERN PetscErrorCode TaoSetConvergenceHistory(Tao,PetscReal*,PetscReal*,PetscReal*,PetscInt*,PetscInt,PetscBool); PETSC_EXTERN PetscErrorCode TaoGetConvergenceHistory(Tao,PetscReal**,PetscReal**,PetscReal**,PetscInt**,PetscInt*); PETSC_EXTERN PetscErrorCode TaoSetMonitor(Tao, PetscErrorCode (*)(Tao,void*),void *,PetscErrorCode (*)(void**)); PETSC_EXTERN PetscErrorCode TaoCancelMonitors(Tao); PETSC_EXTERN PetscErrorCode TaoDefaultMonitor(Tao, void*); PETSC_EXTERN PetscErrorCode TaoDefaultSMonitor(Tao, void*); PETSC_EXTERN PetscErrorCode TaoDefaultCMonitor(Tao, void*); PETSC_EXTERN PetscErrorCode TaoSolutionMonitor(Tao, void*); PETSC_EXTERN PetscErrorCode TaoSeparableObjectiveMonitor(Tao, void*); PETSC_EXTERN PetscErrorCode TaoGradientMonitor(Tao, void*); PETSC_EXTERN PetscErrorCode TaoStepDirectionMonitor(Tao, void*); PETSC_EXTERN PetscErrorCode TaoDrawSolutionMonitor(Tao, void*); PETSC_EXTERN PetscErrorCode TaoDrawStepMonitor(Tao, void*); PETSC_EXTERN PetscErrorCode TaoDrawGradientMonitor(Tao, void*); PETSC_EXTERN PetscErrorCode TaoAddLineSearchCounts(Tao); PETSC_EXTERN PetscErrorCode TaoDefaultConvergenceTest(Tao,void*); PETSC_EXTERN PetscErrorCode TaoSetConvergenceTest(Tao, PetscErrorCode (*)(Tao, void*),void *); PETSC_EXTERN PetscErrorCode TaoSQPCONSetStateDesignIS(Tao, IS, IS); PETSC_EXTERN PetscErrorCode TaoLCLSetStateDesignIS(Tao, IS, IS); PETSC_EXTERN PetscErrorCode TaoMonitor(Tao, PetscInt, PetscReal, PetscReal, PetscReal, PetscReal, TaoConvergedReason*); #endif