Uncertain hazards are a defining feature of combined cargo transportation in Ukraine. The article's goal
was to provide a mathematical model for selecting the mode of transportation that, in the presence of fuzzy,
stochastic, and unknown risk characteristics, would correspond to the best value of the integral objective function. The
mathematical model's efficiency made it possible to create short-term forecasts in real time in addition to long-term
forecasts that take a lot of time. This makes it possible to swiftly alter transportation conditions and routes. The
assimilating character of certain uncertain risks was discovered through practical testing of the mathematical model.
The article presents the analysis's findings. When such a risk is recognized, all transportation circumstances drastically
change. Long-term predictions enable the prediction of new transportation conditions and routes.