|
Pseudorandom vector generation by the compound inversive method
Author(s):
Frank
Emmerich.
Journal:
Math. Comp.
65
(1996),
749-760.
MSC (1991):
Primary 65C10;
Secondary 11K45
Retrieve article in:
PDF DVI PostScript
This article is available free of charge
Abstract |
References |
Similar articles |
Additional information
Abstract:
Pseudorandom vectors are of importance for parallelized simulation methods. In this paper a detailed analysis of the compound inversive method for the generation of -dimensional uniform pseudorandom vectors, a vector analog of the compound inversive method for pseudorandom number generation, is carried out. In particular, periodicity properties and statistical independence properties of the generated sequences are studied based on the discrete discrepancy of -tuples of successive terms in the sequence. The results show that the generated sequences have attractive statistical independence properties for pseudorandom vectors of dimensions .
References:
- 1.
- J. Eichenauer and J. Lehn, A non-linear congruential pseudorandom number generator, Statist. Hefte 27 (1986), 315--326. MR 88i:65014
- 2.
- J. Eichenauer-Herrmann, Inversive congruential pseudorandom numbers: a tutorial, Internat. Statist. Rev. 60 (1992), 167--176.
- 3.
- ------, On generalized inversive congruential pseudorandom numbers, Math. Comp. 63 (1994), 293--299. MR 94k:11088
- 4.
- ------, Pseudorandom number generation by nonlinear methods, Internat. Statist. Rev. 63 (1995), 247--255.
- 5.
- M. Flahive and H. Niederreiter, On inversive congruential generators for pseudorandom numbers, Finite Fields, Coding Theory, and Advances in Communications and Computing (G.L. Mullen and P.J.-S. Shiue, eds.), Dekker, New York, 1993, pp. 75--80. MR 94a:11117
- 6.
- J. Kiefer, On large deviations of the empiric d.f. of vector chance variables and a law of the iterated logarithm, Pacific J. Math. 11 (1961), 649--660. MR 24:A1732
- 7.
- R. Lidl and H. Niederreiter, Finite fields, Addison-Wesley, Reading, MA, 1983. MR 86c:11106
- 8.
- H. Niederreiter, Pseudo-random numbers and optimal coefficients, Adv. in Math. 26 (1977), 99--181. MR 57:16238
- 9.
- ------, Finite fields and their applications, Contributions to General Algebra 7 (D. Dorninger, G. Eigenthaler, H. K. Kaiser, and W. B. Müller, eds.), Teubner, Stuttgart, 1991, pp. 251--264. MR 92j:11146
- 10.
- ------, Nonlinear methods for pseudorandom number and vector generation, Simulation and Optimization (G. Pflug and U. Dieter, eds.), Lecture Notes in Econom. and Math. Systems, vol. 374, Springer, Berlin, 1992, pp. 145--153.
- 11.
- ------, Finite fields, pseudorandom numbers, and quasirandom points, Finite Fields, Coding Theory, and Advances in Communications and Computing (G. L. Mullen and P.J.-S. Shiue, eds.), Dekker, New York, 1993, pp. 375--394. MR 94a:11121
- 12.
- ------, Random number generation and quasi-Monte Carlo methods, SIAM, Philadelphia, PA, 1992. MR 93h:65008
- 13.
- ------, Pseudorandom numbers and quasirandom points, Z. Angew. Math. Mech. 73 (1993), T648-T652. CMP 94:01
- 14.
- ------, Pseudorandom vector generation by the inversive method, ACM Trans. Modeling and Computer Simulation 4 (1994), 191--212.
Similar Articles:
Retrieve articles in Mathematics of Computation
with MSC
(1991):
65C10,
11K45
Retrieve articles in all Journals with MSC
(1991):
65C10,
11K45
Additional Information:
Frank
Emmerich
Affiliation:
Fachbereich Mathematik, AG9, Technische Hochschule Darmstadt, Schloßgartenstraße 7, D-64289 Darmstadt, Germany
DOI:
10.1090/S0025-5718-96-00706-5
PII:
S 0025-5718(96)00706-5
Keywords:
Uniform pseudorandom numbers,
uniform pseudorandom vectors,
inversive method,
compound inversive method,
statistical independence,
discrete discrepancy,
exponential sums
Received by editor(s):
August 1, 1994
Copyright of article:
Copyright
1996,
American Mathematical Society
|