File: t-lu_recursive.c

package info (click to toggle)
flint-arb 1%3A2.19.0-1
  • links: PTS, VCS
  • area: main
  • in suites: bullseye
  • size: 13,028 kB
  • sloc: ansic: 177,109; sh: 553; makefile: 288; python: 268
file content (177 lines) | stat: -rw-r--r-- 5,256 bytes parent folder | download | duplicates (3)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
/*
    Copyright (C) 2012 Fredrik Johansson

    This file is part of Arb.

    Arb is free software: you can redistribute it and/or modify it under
    the terms of the GNU Lesser General Public License (LGPL) as published
    by the Free Software Foundation; either version 2.1 of the License, or
    (at your option) any later version.  See <http://www.gnu.org/licenses/>.
*/

#include "acb_mat.h"

int fmpq_mat_is_invertible(const fmpq_mat_t A)
{
    int r;
    fmpq_t t;
    fmpq_init(t);
    fmpq_mat_det(t, A);
    r = !fmpq_is_zero(t);
    fmpq_clear(t);
    return r;
}

int main()
{
    slong iter;
    flint_rand_t state;

    flint_printf("lu_recursive....");
    fflush(stdout);

    flint_randinit(state);

    /* Dummy test with rectangular matrices. Rectangular matrices are
       not actually supported (the output may be bogus), but the algorithm
       should at least not crash. */
    for (iter = 0; iter < 1000 * arb_test_multiplier(); iter++)
    {
        slong m, n, prec;
        slong *perm;
        acb_mat_t A, LU;

        n = n_randint(state, 20);
        m = n_randint(state, 20);
        prec = 2 + n_randint(state, 200);

        acb_mat_init(A, n, m);
        acb_mat_init(LU, n, m);
        perm = _perm_init(n);

        acb_mat_randtest(A, state, prec, 10);

        if (n_randint(state, 2))
        {
            acb_mat_lu_recursive(perm, LU, A, prec);
        }
        else
        {
            acb_mat_set(LU, A);
            acb_mat_lu_recursive(perm, LU, LU, prec);
        }

        acb_mat_clear(A);
        acb_mat_clear(LU);
        _perm_clear(perm);
    }

    for (iter = 0; iter < 2000 * arb_test_multiplier(); iter++)
    {
        fmpq_mat_t Q;
        acb_mat_t A, LU, P, L, U, T;
        slong i, j, n, qbits, prec, *perm;
        int q_invertible, r_invertible;

        n = n_randint(state, 20);
        qbits = 1 + n_randint(state, 100);
        prec = 2 + n_randint(state, 202);

        fmpq_mat_init(Q, n, n);
        acb_mat_init(A, n, n);
        acb_mat_init(LU, n, n);
        acb_mat_init(P, n, n);
        acb_mat_init(L, n, n);
        acb_mat_init(U, n, n);
        acb_mat_init(T, n, n);
        perm = _perm_init(n);

        fmpq_mat_randtest(Q, state, qbits);
        q_invertible = fmpq_mat_is_invertible(Q);

        if (!q_invertible)
        {
            acb_mat_set_fmpq_mat(A, Q, prec);
            r_invertible = acb_mat_lu_recursive(perm, LU, A, prec);
            if (r_invertible)
            {
                flint_printf("FAIL: matrix is singular over Q but not over R\n");
                flint_printf("n = %wd, prec = %wd\n", n, prec);
                flint_printf("\n");

                flint_printf("Q = \n"); fmpq_mat_print(Q); flint_printf("\n\n");
                flint_printf("A = \n"); acb_mat_printd(A, 15); flint_printf("\n\n");
                flint_printf("LU = \n"); acb_mat_printd(LU, 15); flint_printf("\n\n");
            }
        }
        else
        {
            /* now this must converge */
            while (1)
            {
                acb_mat_set_fmpq_mat(A, Q, prec);
                r_invertible = acb_mat_lu_recursive(perm, LU, A, prec);
                if (r_invertible)
                {
                    break;
                }
                else
                {
                    if (prec > 10000)
                    {
                        flint_printf("FAIL: failed to converge at 10000 bits\n");
                        flint_abort();
                    }
                    prec *= 2;
                }
            }

            acb_mat_one(L);
            for (i = 0; i < n; i++)
                for (j = 0; j < i; j++)
                    acb_set(acb_mat_entry(L, i, j),
                        acb_mat_entry(LU, i, j));

            for (i = 0; i < n; i++)
                for (j = i; j < n; j++)
                    acb_set(acb_mat_entry(U, i, j),
                        acb_mat_entry(LU, i, j));

            for (i = 0; i < n; i++)
                acb_one(acb_mat_entry(P, perm[i], i));

            acb_mat_mul(T, P, L, prec);
            acb_mat_mul(T, T, U, prec);

            if (!acb_mat_contains_fmpq_mat(T, Q))
            {
                flint_printf("FAIL (containment, iter = %wd)\n", iter);
                flint_printf("n = %wd, prec = %wd\n", n, prec);
                flint_printf("\n");

                flint_printf("Q = \n"); fmpq_mat_print(Q); flint_printf("\n\n");
                flint_printf("A = \n"); acb_mat_printd(A, 15); flint_printf("\n\n");
                flint_printf("LU = \n"); acb_mat_printd(LU, 15); flint_printf("\n\n");
                flint_printf("L = \n"); acb_mat_printd(L, 15); flint_printf("\n\n");
                flint_printf("U = \n"); acb_mat_printd(U, 15); flint_printf("\n\n");
                flint_printf("P*L*U = \n"); acb_mat_printd(T, 15); flint_printf("\n\n");

                flint_abort();
            }
        }

        fmpq_mat_clear(Q);
        acb_mat_clear(A);
        acb_mat_clear(LU);
        acb_mat_clear(P);
        acb_mat_clear(L);
        acb_mat_clear(U);
        acb_mat_clear(T);
        _perm_clear(perm);
    }

    flint_randclear(state);
    flint_cleanup();
    flint_printf("PASS\n");
    return EXIT_SUCCESS;
}