We investigate the parameters of pseudo-random number generator based on fuzzy logic (FRNG) and select the best one. The first parameter is the "size of buffer", the second parameter is the "number of membership functions for fuzzy variables in FRNG". These parameters play essential role for the FRNG and directly influence to the randomness of the output binary sequence. We investigate FRNG's parameters by generating pseudo-random binary sequences and testing them with using NIST test suite. We compare final FRNG with Matlab random generator and 16 random generators form Diehard bundle.

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