A random number generator no repeats produces a series of distinct, non-recurring random numbers. For instance, in a lottery, it ensures that each ticket has a unique set of numbers.
This type of generator is crucial for scientific experiments, cryptography, and many other applications where predictability can compromise outcomes or security. A significant historical development was the introduction of pseudo-random number generators (PRNGs), which generate seemingly random numbers using algorithms instead of true randomness.