If you have a relatively recent version of MATLAB, use the rng() command to fix the seed. For example, place the line
rng(1)
at the beginning of your code.
Then you can use
rand(3,1)
for example to generate three pseudorandom numbers uniformly from the interval (0,1). Functions for drawing from other distributions are also available.
