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- W2983932912 abstract "The chapter analyzes modern methods for constructing pseudo-random number generators based on cellular automata. Also analyzes the influence of neighborhood forms on the evolution of the functioning of cellular automata, as well as on the quality of the formation of pseudo-random bit sequences. Based on the use of various forms of the neighborhood for the XOR function, the quality of generators was analyzed using graphical tests and NIST tests. As a result of experimental studies, the optimal dimension of cellular automata and the number of heterogeneous cells were determined, which make it possible to obtain a high-quality pseudo-random bit sequence. The obtained results allowed to formulate a method for constructing high-quality pseudo-random number generators based on cellular automata, as well as to determine the necessary initial conditions for generators. The proposed generators allow to increase the length of the repetition period of a pseudo-random bit sequence." @default.
- W2983932912 created "2019-11-22" @default.
- W2983932912 creator A5076826459 @default.
- W2983932912 date "2020-01-01" @default.
- W2983932912 modified "2023-09-24" @default.
- W2983932912 title "Influence of Neighborhood Forms on the Quality of Pseudorandom Number Generators' Work Based on Cellular Automata" @default.
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- W2983932912 doi "https://doi.org/10.4018/978-1-7998-1290-6.ch003" @default.
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