On the application of subjective learning algorithms in decision-making

The paper deals with computation of optimal ratios for capital investment processes using adaptive methods and taking into consideration subjective probabilities, which can ensure regularizing influence on above algorithms. The paper deals with the calculation in two cases: first we take into consideration relatively general conditions of real capital investment situations, while second a more theoretical, but simple and illustrative economic situation.