NAG Library Routine Document
g05kgf
(init_nonrepeat)
1
Purpose
g05kgf initializes the selected base generator to generate a non-repeatable sequence of variates. The base generator can then be used by the group of pseudorandom number routines (see
g05khf–
g05kjf,
g05ncf,
g05ndf,
g05pdf–
g05pjf,
g05pxf–
g05pzf,
g05rcf,
g05rdf,
g05ryf,
g05rzf and
g05saf–
g05tlf) and the quasi-random scrambled sequence initialization routine,
g05ynf.
2
Specification
Fortran Interface
Integer, Intent (In) | :: |
genid,
subid | Integer, Intent (Inout) | :: |
state(lstate),
lstate,
ifail |
|
3
Description
g05kgf selects a base generator through the input value of the arguments
genid and
subid, and then initializes it based on the values taken from the real-time clock, resulting in the same base generator yielding different sequences of random numbers each time the calling program is run. It should be noted that there is no guarantee of statistical properties between sequences, only within sequences.
A definition of some of the terms used in this description, along with details of the various base generators can be found in the
G05 Chapter Introduction.
4
References
L'Ecuyer P and Simard R (2002)
TestU01: a software library in ANSI C for empirical testing of random number generators Departement d'Informatique et de Recherche Operationnelle, Universite de Montreal
http://www.iro.umontreal.ca/~lecuyer
Maclaren N M (1989) The generation of multiple independent sequences of pseudorandom numbers Appl. Statist. 38 351–359
Matsumoto M and Nishimura T (1998) Mersenne twister: a 623-dimensionally equidistributed uniform pseudorandom number generator ACM Transactions on Modelling and Computer Simulations
Wichmann B A and Hill I D (2006) Generating good pseudo-random numbers Computational Statistics and Data Analysis 51 1614–1622
Wikramaratna R S (1989) ACORN - a new method for generating sequences of uniformly distributed pseudo-random numbers Journal of Computational Physics 83 16–31
5
Arguments
- 1: – IntegerInput
-
On entry: must contain the type of base generator to use.
- NAG basic generator.
- Wichmann Hill I generator.
- Mersenne Twister.
- Wichmann Hill II generator.
- ACORN generator.
- L'Ecuyer MRG32k3a generator.
See the
G05 Chapter Introduction for details of each of the base generators.
Constraint:
, , , , or .
- 2: – IntegerInput
-
On entry: if
,
subid indicates which of the
sub-generators to use. In this case, the
sub-generator is used.
If
,
subid indicates the values of
and
to use, where
is the order of the generator, and
controls the size of the modulus,
, with
. If
, the default values of
and
are used, otherwise values for
and
are calculated from the formula,
.
If
and
the range of the generator is set to
, otherwise the range is set to
; in this case the sequence is identical to the implementation of MRG32k3a in TestU01 (see
L'Ecuyer and Simard (2002)) for identical seeds.
For all other values of
genid,
subid is not referenced.
- 3: – Integer arrayCommunication Array
-
On exit: contains information on the selected base generator and its current state.
- 4: – IntegerInput/Output
-
On entry: the dimension of the
state array, or a value
. If the Mersenne Twister (
) is being used and the skip ahead routine
g05kjf or
g05kkf will be called subsequently, then you must ensure that
.
On exit: if
on entry, then the required length of the
state array for the chosen base generator, otherwise
lstate is unchanged. When
(Mersenne Twister) a value of
is returned, allowing for the skip ahead routine to be subsequently called. In all other cases the minimum length, as documented in the constraints below, is returned.
Constraints:
- if , ;
- if , ;
- if , ;
- if , ;
- if , , where and are defined by subid;
- if , ;
- otherwise .
- 5: – IntegerInput/Output
-
On entry:
ifail must be set to
,
. If you are unfamiliar with this argument you should refer to
Section 3.4 in How to Use the NAG Library and its Documentation for details.
On exit:
or
unless the routine detects an error or a warning has been flagged (see
Section 6).
For environments where it might be inappropriate to halt program execution when an error is detected, the value
is recommended. If the output of error messages is undesirable, then the value
is recommended. Otherwise, if you are not familiar with this argument, the recommended value is
.
When the value is used it is essential to test the value of ifail on exit.
6
Error Indicators and Warnings
If on entry
or
, explanatory error messages are output on the current error message unit (as defined by
x04aaf).
Errors or warnings detected by the routine:
-
On entry, .
Constraint: , , , , or .
-
On entry, .
Constraint: or .
-
Required length of
state array returned in
lstate but
state array not initialized.
An unexpected error has been triggered by this routine. Please
contact
NAG.
See
Section 3.9 in How to Use the NAG Library and its Documentation for further information.
Your licence key may have expired or may not have been installed correctly.
See
Section 3.8 in How to Use the NAG Library and its Documentation for further information.
Dynamic memory allocation failed.
See
Section 3.7 in How to Use the NAG Library and its Documentation for further information.
7
Accuracy
Not applicable.
8
Parallelism and Performance
g05kgf is not threaded in any implementation.
None.
10
Example
In order to preserve the statistical properties of the base generators,
g05kgf should only be called once. If multiple streams of values are required then one of the methods described in
Section 2.1.1 in the G05 Chapter Introduction should be used.
However, for illustrative purposes only, this example calls g05kgf twice. At each call a sample of values from a discrete uniform distribution are generated and then the two samples are compared.
10.1
Program Text
Program Text (g05kgfe.f90)
10.2
Program Data
None.
10.3
Program Results
Program Results (g05kgfe.r)