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In this paper we focus on the issues of hardware implementation of genetic algorithms (GA) in hardware. In their classic implementation, the genetic algorithms search for a global minimum or maximum of a multidimensional function called the fitness function. If the problem, i.e. the fitness function, is too complex for a brute force search, we can look for a solution based on GA. In this situation...