-
Notifications
You must be signed in to change notification settings - Fork 8
/
Copy pathmonte_carlo_rule.cpp
438 lines (399 loc) · 8.94 KB
/
monte_carlo_rule.cpp
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
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
# include <cstdlib>
# include <cmath>
# include <iostream>
# include <fstream>
# include <iomanip>
# include <ctime>
# include <cstring>
using namespace std;
int main ( int argc, char *argv[] );
string i4_to_string ( int i4, string format );
double *r8mat_uniform_01_new ( int m, int n, int &seed );
void r8mat_write ( string output_filename, int m, int n, double table[] );
void timestamp ( );
//****************************************************************************80
int main ( int argc, char *argv[] )
//****************************************************************************80
//
// Purpose:
//
// MAIN is the main program for MONTE_CARLO_RULE.
//
// Discussion:
//
// MONTE_CARLO_RULE generates N points in the M-dimensional unit hypercube,
// and writes out files so that the data can be regarded as a quadrature rule.
//
// Usage:
//
// monte_carlo_rule m n seed
//
// where
//
// * M, the spatial dimension,
// * N, the number of points to generate,
// * SEED, the seed, a positive integer.
//
// Licensing:
//
// This code is distributed under the GNU LGPL license.
//
// Modified:
//
// 30 March 2013
//
// Author:
//
// John Burkardt
//
{
string filename_r;
string filename_w;
string filename_x;
int i;
int m;
int n;
double *r;
int s;
int seed;
double *w;
double *x;
timestamp ( );
cout << "\n";
cout << "MONTE_CARLO_RULE\n";
cout << " C++ version\n";
cout << " Compiled on " << __DATE__ << " at " << __TIME__ << ".\n";
cout << "\n";
cout << " Compute the abscissas and weights of a quadrature rule\n";
cout << " that is simply a Monte Carlo sampling.\n";
cout << "\n";
cout << " The program requests input values from the user:\n";
cout << "\n";
cout << " * M, the spatial dimension,\n";
cout << " * N, the number of points to generate,\n";
cout << " * SEED, a positive integer.\n";
cout << "\n";
cout << " Output from the program includes\n";
cout << " a set of 3 files that define the quadrature rule.\n";
cout << "\n";
cout << " (1) \"mc_m?_n?_s?_r.txt\", the ranges;\n";
cout << " (2) \"mc_m?_n?_s?_w.txt\", the weights;\n";
cout << " (3) \"mc_m?_n?_s?_x.txt\", the abscissas.\n";
//
// Get the spatial dimension M.
//
if ( 1 < argc )
{
m = atoi ( argv[1] );
}
else
{
cout << "\n";
cout << " Enter the spatial dimension M (1 or greater)\n";
cin >> m;
}
//
// Get the number of points N.
//
if ( 2 < argc )
{
n = atoi ( argv[2] );
}
else
{
cout << "\n";
cout << " Enter the number of points N (1 or greater):\n";
cin >> n;
}
//
// Get the seed S.
//
if ( 3 < argc )
{
s = atoi ( argv[3] );
}
else
{
cout << "\n";
cout << " Enter the seed S (1 or greater):\n";
cin >> s;
}
//
// Input summary.
//
cout << "\n";
cout << " M = " << m << "\n";
cout << " N = " << n << "\n";
cout << " S = " << s << "\n";
//
// Construct the rule.
//
r = new double[m*2];
for ( i = 0; i < m; i++ )
{
r[i+0*m] = 0.0;
r[i+1*m] = 1.0;
}
w = new double[n];
for ( i = 0; i < n; i++ )
{
w[i] = 1.0 / ( double ) n;
}
seed = s;
x = r8mat_uniform_01_new ( m, n, seed );
//
// Output the rule.
//
filename_r = "mc_d" + i4_to_string ( m, "%d" )
+ "_n" + i4_to_string ( n, "%d" )
+ "_s" + i4_to_string ( s, "%d" ) + "_r.txt";
filename_w = "mc_d" + i4_to_string ( m, "%d" )
+ "_n" + i4_to_string ( n, "%d" )
+ "_s" + i4_to_string ( s, "%d" ) + "_w.txt";
filename_x = "mc_d" + i4_to_string ( m, "%d" )
+ "_n" + i4_to_string ( n, "%d" )
+ "_s" + i4_to_string ( s, "%d" ) + "_x.txt";
cout << "\n";
cout << " Region file will be \"" << filename_r << "\".\n";
cout << " Weight file will be \"" << filename_w << "\".\n";
cout << " Abscissa file will be \"" << filename_x << "\".\n";
r8mat_write ( filename_r, m, 2, r );
r8mat_write ( filename_w, 1, n, w );
r8mat_write ( filename_x, m, n, x );
//
// Free memory.
//
delete [] r;
delete [] w;
delete [] x;
//
// Terminate.
//
cout << "\n";
cout << "MONTE_CARLO_RULE:\n";
cout << " Normal end of execution.\n";
cout << "\n";
timestamp ( );
return 0;
}
//****************************************************************************80
string i4_to_string ( int i4, string format )
//****************************************************************************80
//
// Purpose:
//
// I4_TO_STRING converts an I4 to a C++ string.
//
// Licensing:
//
// This code is distributed under the GNU LGPL license.
//
// Modified:
//
// 09 July 2009
//
// Author:
//
// John Burkardt
//
// Parameters:
//
// Input, int I4, an integer.
//
// Input, string FORMAT, the format string.
//
// Output, string I4_TO_STRING, the string.
//
{
char i4_char[80];
string i4_string;
sprintf ( i4_char, format.c_str ( ), i4 );
i4_string = string ( i4_char );
return i4_string;
}
//****************************************************************************80
double *r8mat_uniform_01_new ( int m, int n, int &seed )
//****************************************************************************80
//
// Purpose:
//
// R8MAT_UNIFORM_01_NEW returns a unit pseudorandom R8MAT.
//
// Discussion:
//
// An R8MAT is a doubly dimensioned array of R8's, stored as a vector
// in column-major order.
//
// This routine implements the recursion
//
// seed = 16807 * seed mod ( 2^31 - 1 )
// unif = seed / ( 2^31 - 1 )
//
// The integer arithmetic never requires more than 32 bits,
// including a sign bit.
//
// Licensing:
//
// This code is distributed under the GNU LGPL license.
//
// Modified:
//
// 03 October 2005
//
// Author:
//
// John Burkardt
//
// Reference:
//
// Paul Bratley, Bennett Fox, Linus Schrage,
// A Guide to Simulation,
// Springer Verlag, pages 201-202, 1983.
//
// Bennett Fox,
// Algorithm 647:
// Implementation and Relative Efficiency of Quasirandom
// Sequence Generators,
// ACM Transactions on Mathematical Software,
// Volume 12, Number 4, pages 362-376, 1986.
//
// Philip Lewis, Allen Goodman, James Miller,
// A Pseudo-Random Number Generator for the System/360,
// IBM Systems Journal,
// Volume 8, pages 136-143, 1969.
//
// Parameters:
//
// Input, int M, N, the number of rows and columns.
//
// Input/output, int &SEED, the "seed" value. Normally, this
// value should not be 0, otherwise the output value of SEED
// will still be 0, and R8_UNIFORM will be 0. On output, SEED has
// been updated.
//
// Output, double R8MAT_UNIFORM_01_NEW[M*N], a matrix of pseudorandom values.
//
{
int i;
int j;
int k;
double *r;
r = new double[m*n];
for ( j = 0; j < n; j++ )
{
for ( i = 0; i < m; i++ )
{
k = seed / 127773;
seed = 16807 * ( seed - k * 127773 ) - k * 2836;
if ( seed < 0 )
{
seed = seed + 2147483647;
}
r[i+j*m] = ( double ) ( seed ) * 4.656612875E-10;
}
}
return r;
}
//****************************************************************************80
void r8mat_write ( string output_filename, int m, int n, double table[] )
//****************************************************************************80
//
// Purpose:
//
// R8MAT_WRITE writes an R8MAT file with no header.
//
// Licensing:
//
// This code is distributed under the GNU LGPL license.
//
// Modified:
//
// 29 June 2009
//
// Author:
//
// John Burkardt
//
// Parameters:
//
// Input, string OUTPUT_FILENAME, the output filename.
//
// Input, int M, the spatial dimension.
//
// Input, int N, the number of points.
//
// Input, double TABLE[M*N], the table data.
//
{
int i;
int j;
ofstream output;
//
// Open the file.
//
output.open ( output_filename.c_str ( ) );
if ( !output )
{
cerr << "\n";
cerr << "R8MAT_WRITE - Fatal error!\n";
cerr << " Could not open the output file.\n";
return;
}
//
// Write the data.
//
for ( j = 0; j < n; j++ )
{
for ( i = 0; i < m; i++ )
{
output << " " << setw(24) << setprecision(16) << table[i+j*m];
}
output << "\n";
}
//
// Close the file.
//
output.close ( );
return;
}
//****************************************************************************80
void timestamp ( )
//****************************************************************************80
//
// Purpose:
//
// TIMESTAMP prints the current YMDHMS date as a time stamp.
//
// Example:
//
// 31 May 2001 09:45:54 AM
//
// Licensing:
//
// This code is distributed under the GNU LGPL license.
//
// Modified:
//
// 08 July 2009
//
// Author:
//
// John Burkardt
//
// Parameters:
//
// None
//
{
# define TIME_SIZE 40
static char time_buffer[TIME_SIZE];
const struct std::tm *tm_ptr;
size_t len;
std::time_t now;
now = std::time ( NULL );
tm_ptr = std::localtime ( &now );
len = std::strftime ( time_buffer, TIME_SIZE, "%d %B %Y %I:%M:%S %p", tm_ptr );
std::cout << time_buffer << "\n";
return;
# undef TIME_SIZE
}