To manage complex objects, various automated systems with support of making decisions are used, which accumulate large volumes of information in their databases. The development and implementation of new algorithms based on the methods of data mining, which, taking into account management objectives and object management information, could provide the choice of the most effective management solution, which is a very topical task.