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Is it possible to generate identical random numbers everytime? In the context of Random Number Generators (RNGs), the goal is to supply a sequence of numbers that seem random. However, whether or not it's potential to generate similar random numbers each time is dependent upon the kind of RNG being used. Pseudorandom Number Generators Pseudorandom Number Generators (PRNGs) use algorithms to generate numbers that only seem random. They begin with an preliminary seed value; if the identical seed is used, the sequence of numbers produced may also be the identical.