To improve management efficiency, different methods of support tools for decision makers may be used at all stages of the management cycle. The paper addresses the application of mathematical modeling in decision making support systems. In modern conditions it is the main mathematical modeling tools produce forecasts. The new work analyses the main trends of decision making support systems, in the first place, in terms of application of prediction tools as part of such systems.