You can use a linear congruent algorithm. Its most common pseudo random number algorithm.
Basically, you have an initial value. And then, as soon as you start generating random numbers, each number becomes the seed for a new request.
Numbers are generated
x = (a * s + b) MOD m
m, a b . . , m 2, 2 ^ 32 32- . .
, a, b M .
(, )