Comment by rtu8lu

Not really. There are many ways depending on your needs. For example, you can partition your space first, then generate randomly inside each of the subspaces. Let's say I need 200 numbers from -1000 to 999. The first range will be 0 to +99, the second -1 to -100, then +100 to +199, and so on. So, to generate a random number I just need an index and the bounds.