xref: /petsc/src/tao/leastsquares/impls/pounders/pounders.h (revision 5b0d99aef51158554e42172a250c96a448fd1e2b)
1 #ifndef __TAO_MFQNLS_H
2 #define __TAO_MFQNLS_H
3 #include "petsc-private/taosolverimpl.h"
4 #include "petsc.h"
5 #include "petscblaslapack.h"
6 #include "taolapack.h"
7 
8 
9 typedef struct {
10   PetscInt npmax;  /* Max number of interpolation points (>n+1) (def: 2n+1) */
11   PetscInt nmax; /* Max(n*(n+1)/2, 5*npmax) */
12   PetscInt m,n;
13   Vec *Xhist;
14   Vec *Fhist;
15   PetscReal *Fres; /* (nfmax) */
16   PetscReal *RES; /* npxm */
17   PetscReal *work; /* (n) */
18   PetscReal *work2; /* (n) */
19   PetscReal *work3; /* (n) */
20   PetscReal *xmin; /* (n) */
21   PetscReal *mwork; /* (m) */
22   PetscReal *Disp; /* nxn */
23   PetscReal *Fdiff;/* nxm */
24   PetscReal *H; /* model hessians (mxnxn) */
25   PetscReal *Hres;  /* nxn */
26   PetscReal *Gres;  /* n */
27   PetscReal *Gdel; /* mxn */
28   PetscReal *Hdel; /* mxnxn */
29   PetscReal *Gpoints; /* nxn */
30   PetscReal *C; /* m */
31   PetscReal *Xsubproblem; /* n */
32   PetscInt *indices; /* 1,2,3...m */
33   PetscInt minindex;
34   PetscInt nmodelpoints;
35   PetscInt *model_indices; /* n */
36   PetscInt *interp_indices; /* n */
37   PetscBLASInt *iwork; /* n */
38   PetscInt nHist;
39   VecScatter scatterf,scatterx;
40   Vec localf, localx, localfmin, localxmin;
41   Vec workxvec;
42   PetscMPIInt size;
43 
44 
45   PetscReal delta; /* Trust region radius (>0) */
46   PetscBool usegqt;
47   Mat Hs;
48   Vec b;
49 
50   PetscReal deltamax;
51   PetscReal deltamin;
52   PetscReal c1; /* Factor for checking validity */
53   PetscReal c2; /* Factor for linear poisedness */
54   PetscReal theta1; /* Pivot threshold for validity */
55   PetscReal theta2; /* Pivot threshold for additional points */
56   PetscReal gamma0; /* parameter for shrinking trust region (<1) */
57   PetscReal gamma1; /* parameter for enlarging trust region (>2) */
58   PetscReal eta0;   /* parameter 1 for accepting point (0 <= eta0 < eta1)*/
59   PetscReal eta1;   /* parameter 2 for accepting point (eta0 < eta1 < 1)*/
60   PetscReal gqt_rtol;   /* parameter used by gqt */
61   PetscInt gqt_maxits; /* parameter used by gqt */
62   /* QR factorization data */
63   PetscInt q_is_I;
64   PetscReal *Q; /* npmax x npmax */
65   PetscReal *Q_tmp; /* npmax x npmax */
66   PetscReal *tau; /* scalar factors of H(i) */
67   PetscReal *tau_tmp; /* scalar factors of H(i) */
68   PetscReal *npmaxwork; /* work vector of length npmax */
69   PetscBLASInt *npmaxiwork; /* integer work vector of length npmax */
70   /* morepoints and getquadnlsmfq */
71   PetscReal *L;   /* n*(n+1)/2 x npmax */
72   PetscReal *L_tmp;   /* n*(n+1)/2 x npmax */
73   PetscReal *L_save;   /* n*(n+1)/2 x npmax */
74   PetscReal *Z;   /* npmax x npmax-(n+1) */
75   PetscReal *M;   /* npmax x n+1 */
76   PetscReal *N;   /* npmax x n*(n+1)/2  */
77   PetscReal *alpha; /* n+1 */
78   PetscReal *beta; /*  r(n+1)/2 */
79   PetscReal *omega; /* npmax - np - 1 */
80 
81   TaoSolver subtao;
82   Vec       subxl,subxu,subx,subpdel,subndel,subb;
83   Mat       subH;
84 
85 } TAO_POUNDERS;
86 
87 
88 PetscErrorCode gqt(PetscInt n, PetscReal *a, PetscInt lda, PetscReal *b, PetscReal delta, PetscReal rtol, PetscReal atol, PetscInt itmax, PetscReal *par, PetscReal *f, PetscReal *x, PetscInt *info, PetscInt *its, PetscReal *z, PetscReal *wa1, PetscReal *wa2);
89 
90 PetscErrorCode gqtwrap(TaoSolver tao,PetscReal *gnorm, PetscReal *qmin);
91 PetscErrorCode phi2eval(PetscReal *x, PetscInt n, PetscReal *phi);
92 PetscErrorCode getquadpounders(TAO_POUNDERS *mfqP);
93 PetscErrorCode morepoints(TAO_POUNDERS *mfqP);
94 PetscErrorCode addpoint(TaoSolver tao, TAO_POUNDERS *mfqP, PetscInt index);
95 PetscErrorCode modelimprove(TaoSolver tao, TAO_POUNDERS *mfqP, PetscInt addallpoints);
96 PetscErrorCode affpoints(TAO_POUNDERS *mfqP, PetscReal *xmin, PetscReal c);
97 
98 EXTERN_C_BEGIN
99 void dgqt_(PetscInt *n, PetscReal *a, PetscInt *lda, PetscReal *b, PetscReal *delta, PetscReal *rtol, PetscReal *atol, PetscInt *itmax, PetscReal *par, PetscReal *f, PetscReal *x, PetscInt *info, int *its, PetscReal *z, PetscReal *wa1, PetscReal *wa2);
100 EXTERN_C_END
101 #endif /* ifndef __TAO_MFQNLS */
102