xref: /petsc/src/tao/leastsquares/impls/pounders/pounders.h (revision a3fa217bfefef3d54995bb82b2b5ea8a3c3e9019)
1 #ifndef __TAO_MFQNLS_H
2 #define __TAO_MFQNLS_H
3 #include <petsc-private/taoimpl.h>
4 #include <petsc.h>
5 #include <petscblaslapack.h>
6 
7 typedef struct {
8   PetscInt npmax;  /* Max number of interpolation points (>n+1) (def: 2n+1) */
9   PetscInt nmax; /* Max(n*(n+1)/2, 5*npmax) */
10   PetscInt m,n;
11   Vec *Xhist;
12   Vec *Fhist;
13   PetscReal *Fres; /* (nfmax) */
14   PetscReal *RES; /* npxm */
15   PetscReal *work; /* (n) */
16   PetscReal *work2; /* (n) */
17   PetscReal *work3; /* (n) */
18   PetscReal *xmin; /* (n) */
19   PetscReal *mwork; /* (m) */
20   PetscReal *Disp; /* nxn */
21   PetscReal *Fdiff;/* nxm */
22   PetscReal *H; /* model hessians (mxnxn) */
23   PetscReal *Hres;  /* nxn */
24   PetscReal *Gres;  /* n */
25   PetscReal *Gdel; /* mxn */
26   PetscReal *Hdel; /* mxnxn */
27   PetscReal *Gpoints; /* nxn */
28   PetscReal *C; /* m */
29   PetscReal *Xsubproblem; /* n */
30   PetscInt *indices; /* 1,2,3...m */
31   PetscInt minindex;
32   PetscInt nmodelpoints;
33   PetscInt *model_indices; /* n */
34   PetscInt *interp_indices; /* n */
35   PetscBLASInt *iwork; /* n */
36   PetscInt nHist;
37   VecScatter scatterf,scatterx;
38   Vec localf, localx, localfmin, localxmin;
39   Vec workxvec;
40   PetscMPIInt size;
41 
42 
43   PetscReal delta; /* Trust region radius (>0) */
44   PetscBool usegqt;
45   Mat Hs;
46   Vec b;
47 
48   PetscReal deltamax;
49   PetscReal deltamin;
50   PetscReal c1; /* Factor for checking validity */
51   PetscReal c2; /* Factor for linear poisedness */
52   PetscReal theta1; /* Pivot threshold for validity */
53   PetscReal theta2; /* Pivot threshold for additional points */
54   PetscReal gamma0; /* parameter for shrinking trust region (<1) */
55   PetscReal gamma1; /* parameter for enlarging trust region (>2) */
56   PetscReal eta0;   /* parameter 1 for accepting point (0 <= eta0 < eta1)*/
57   PetscReal eta1;   /* parameter 2 for accepting point (eta0 < eta1 < 1)*/
58   PetscReal gqt_rtol;   /* parameter used by gqt */
59   PetscInt gqt_maxits; /* parameter used by gqt */
60   /* QR factorization data */
61   PetscInt q_is_I;
62   PetscReal *Q; /* npmax x npmax */
63   PetscReal *Q_tmp; /* npmax x npmax */
64   PetscReal *tau; /* scalar factors of H(i) */
65   PetscReal *tau_tmp; /* scalar factors of H(i) */
66   PetscReal *npmaxwork; /* work vector of length npmax */
67   PetscBLASInt *npmaxiwork; /* integer work vector of length npmax */
68   /* morepoints and getquadnlsmfq */
69   PetscReal *L;   /* n*(n+1)/2 x npmax */
70   PetscReal *L_tmp;   /* n*(n+1)/2 x npmax */
71   PetscReal *L_save;   /* n*(n+1)/2 x npmax */
72   PetscReal *Z;   /* npmax x npmax-(n+1) */
73   PetscReal *M;   /* npmax x n+1 */
74   PetscReal *N;   /* npmax x n*(n+1)/2  */
75   PetscReal *alpha; /* n+1 */
76   PetscReal *beta; /*  r(n+1)/2 */
77   PetscReal *omega; /* npmax - np - 1 */
78 
79   Tao subtao;
80   Vec       subxl,subxu,subx,subpdel,subndel,subb;
81   Mat       subH;
82 
83 } TAO_POUNDERS;
84 
85 
86 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);
87 
88 PetscErrorCode gqtwrap(Tao tao,PetscReal *gnorm, PetscReal *qmin);
89 PetscErrorCode phi2eval(PetscReal *x, PetscInt n, PetscReal *phi);
90 PetscErrorCode getquadpounders(TAO_POUNDERS *mfqP);
91 PetscErrorCode morepoints(TAO_POUNDERS *mfqP);
92 PetscErrorCode addpoint(Tao tao, TAO_POUNDERS *mfqP, PetscInt index);
93 PetscErrorCode modelimprove(Tao tao, TAO_POUNDERS *mfqP, PetscInt addallpoints);
94 PetscErrorCode affpoints(TAO_POUNDERS *mfqP, PetscReal *xmin, PetscReal c);
95 
96 EXTERN_C_BEGIN
97 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);
98 EXTERN_C_END
99 #endif /* ifndef __TAO_MFQNLS */
100