xref: /petsc/src/tao/leastsquares/impls/pounders/pounders.h (revision bebe2cf65d55febe21a5af8db2bd2e168caaa2e7)
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 last_nmodelpoints;
35   PetscInt *last_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   PetscReal delta0;
47   PetscBool usegqt;
48   Mat Hs;
49   Vec b;
50 
51   PetscReal deltamax;
52   PetscReal deltamin;
53   PetscReal c1; /* Factor for checking validity */
54   PetscReal c2; /* Factor for linear poisedness */
55   PetscReal theta1; /* Pivot threshold for validity */
56   PetscReal theta2; /* Pivot threshold for additional points */
57   PetscReal gamma0; /* parameter for shrinking trust region (<1) */
58   PetscReal gamma1; /* parameter for enlarging trust region (>2) */
59   PetscReal eta0;   /* parameter 1 for accepting point (0 <= eta0 < eta1)*/
60   PetscReal eta1;   /* parameter 2 for accepting point (eta0 < eta1 < 1)*/
61   PetscReal gqt_rtol;   /* parameter used by gqt */
62   PetscInt gqt_maxits; /* parameter used by gqt */
63   /* QR factorization data */
64   PetscInt q_is_I;
65   PetscReal *Q; /* npmax x npmax */
66   PetscReal *Q_tmp; /* npmax x npmax */
67   PetscReal *tau; /* scalar factors of H(i) */
68   PetscReal *tau_tmp; /* scalar factors of H(i) */
69   PetscReal *npmaxwork; /* work vector of length npmax */
70   PetscBLASInt *npmaxiwork; /* integer work vector of length npmax */
71   /* morepoints and getquadnlsmfq */
72   PetscReal *L;   /* n*(n+1)/2 x npmax */
73   PetscReal *L_tmp;   /* n*(n+1)/2 x npmax */
74   PetscReal *L_save;   /* n*(n+1)/2 x npmax */
75   PetscReal *Z;   /* npmax x npmax-(n+1) */
76   PetscReal *M;   /* npmax x n+1 */
77   PetscReal *N;   /* npmax x n*(n+1)/2  */
78   PetscReal *alpha; /* n+1 */
79   PetscReal *beta; /*  r(n+1)/2 */
80   PetscReal *omega; /* npmax - np - 1 */
81 
82   Tao subtao;
83   Vec       subxl,subxu,subx,subpdel,subndel,subb;
84   Mat       subH;
85 
86 } TAO_POUNDERS;
87 
88 
89 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);
90 
91 PetscErrorCode gqtwrap(Tao tao,PetscReal *gnorm, PetscReal *qmin);
92 PetscErrorCode phi2eval(PetscReal *x, PetscInt n, PetscReal *phi);
93 PetscErrorCode getquadpounders(TAO_POUNDERS *mfqP);
94 PetscErrorCode morepoints(TAO_POUNDERS *mfqP);
95 PetscErrorCode addpoint(Tao tao, TAO_POUNDERS *mfqP, PetscInt index);
96 PetscErrorCode modelimprove(Tao tao, TAO_POUNDERS *mfqP, PetscInt addallpoints);
97 PetscErrorCode affpoints(TAO_POUNDERS *mfqP, PetscReal *xmin, PetscReal c);
98 
99 EXTERN_C_BEGIN
100 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);
101 EXTERN_C_END
102 #endif /* ifndef __TAO_MFQNLS */
103