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Editorial Team
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Editorial Team
Asked: May 11, 20262026-05-11T19:03:34+00:00 2026-05-11T19:03:34+00:00

How are random numbers generated.? How do languages such as java etc generate random

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How are random numbers generated.? How do languages such as java etc generate random numbers, especially how it is done for GUIDs.? i found that algorithms like Pseudorandomnumber generator uses initial values.

But i need to create a random number program, in which a number once occurred should never repeats even if the system is restarted etc. I thought that i need to store the values anywhere so that i can check if the number repeats or not, but it will be too complex when the list goes beyond limits.?

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  1. Editorial Team
    Editorial Team
    2026-05-11T19:03:34+00:00Added an answer on May 11, 2026 at 7:03 pm

    First: If the number is guaranteed to never repeat, it’s not very random.

    Second: There are lots of PRNG algorithms.

    UPDATE:

    Third: There’s an IETF RFC for UUIDs (what MS calls GUIDs), but you should recognize that (U|G)UIDs are not cryptographically secure, if that is a concern for you.

    UPDATE 2:

    If you want to actually use something like this in production code (not just for your own edification) please use a pre-existing library. This is the sort of code that is almost guaranteed to have subtle bugs in it if you’ve never done it before (or even if you have).

    UPDATE 3:

    Here’s the docs for .NET’s GUID

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