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A New Method to Generate Pseudo Random Numbers and the Analysis of the Statistical Performance

Author: HuHaiPeng
Tutor: WangYing
School: National University of Defense Science and Technology
Course: Electronics and Communication Engineering
Keywords: Pseudo-random number Combination method Linear congruential generator The feedback displacement Storage generator Of prime numbers Statistical tests
CLC: C8
Type: Master's thesis
Year: 2007
Downloads: 317
Quote: 4
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Abstract


Pseudo-random number generation and test analysis of the statistical properties of the pseudo-random number sequence is a basic research work in the system simulation technology , simulation for a particular purpose , and must be able to provide the appropriate pseudo-random number generator , in order to ensure simulation carried out smoothly . With the continuous improvement of the computing power of the computer , the random number generator with more widely used in many fields . This paper summarizes the existing pseudo-random number algorithm in the system based on the use of the ultra primes special nature , combined with a the generalized shift register generator advantages , a new combination of algorithm - based on the combination of prime numbers method with generalized shift register generator , after the proof of the statistical tests , the pseudo-random sequence generated by this combination algorithm through parametric tests , all tests of homogeneity testing , test for independence ; pseudo- random number sequence generated by this method alone than other algorithms based on simulation data show generated pseudo- random number sequence and the other three combinations method cycle longer, better independence and uniformity , is a more effective pseudo-random number generation algorithm .

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