This article presents the algorithm for the selection of the optimal number of teeth for a biplanetary bevel gear. This transmission device is mainly used in working parts of mining combines and agricultural machines as well as in differential mechanisms of complex mechanical drives. In the systematic search, we used an algorithm for generating induction decision trees, based on entropy growth as a method related to machine learning. A series of tests is performed in a sequence of trees. Other methods may be used, e.g. the „2-3 tree” method, the “digital search tree” or the “AVL tree method”.
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