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The paper presents genetic algorithms applied to the new rule generation process for an expert system. The knowledge representation language and the block diagram of the genetic expert system are given. The heuristic fitness function as Matlab m-file is presented and discussed. Genetic algorithm simulation results for the radar set transmitter are presented.