Introduction. The problem of managing commercial real estate, in particular shopping and entertainment malls, has a high degree of uncertainty. The external source of this uncertainty is consumer preferences that affect the choice of visiting a shopping and entertainment mall. In addition, high uncertainty is associated with the complexity of forecasting the results of management and business activities. Theoretical analysis.