Journal of Data Processing Vladan Vuckovic 11 2 2021 https://doi.org/10.6025/jdp/2021/11/2/49-55 https://www.dline.info/jdp/fulltext/v11n2/jdpv11n2_3.pdf We have designed a system to generate an algorithm for automatic machine learning of the game in chess. We defined the transposition database and conversion of the middle-code. We have obtained results and the outcome is implemented and finally verified.