Mathematical methods for generating uniformly distributed U(0,1) random numbers are described.A comprehensive evaluation method for uniformly distributed random numbers is presented.This method is used to evaluate the randomness of uniformly distributed random sequences generated by software.Some good seeds have been selected out that can be used to generate uniformly distributed random sequences with better performance.