Özet:
Abstract— It is a difficult problem in the field of computer
science to be able to answer the question of what configuration
parameters will be used to generate long bit strings with linear
feedback shift register structures, which is a component widely
used in many practical applications that require random
behavior. Since this difficult challenge is a problem with NP
computational complexity, the difficulty of developing solutions
in classical ways has been tried to be solved by using
optimization algorithms. In this study, all possible
configurations that can be used for all linear feedback shift
register structures up to eight degrees have been determined
using the binary bat optimization algorithm. Statistical
properties of random sequences generated using these
configurations have been tested using the chi-square test. All the
resulting configurations are shared as a public dataset. It is
thought that these successful results can be used effectively in
various practical applications by many researchers in the
future
