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Random number generation is a process which, through a device, generates a sequence of numbers or symbols that cannot be reasonably predicted better than by a random chance. A random number is a number chosen as if by chance from some specified distribution such that selection of a large set of these numbers reproduces the. Random numbers are numbers that occur in a sequence such that two conditions are met: (1) the values are uniformly distributed over a defined interval or set,. Random number generation (RNG) is a process which, through a device, generates a sequence of numbers or symbols that cannot be reasonably predicted. From Wikipedia, the free encyclopedia. Using radioactive material to generate random numbers.