In the study of a phenomenon it is necessary to construct a model of this phenomenon. The models differ in their expressive properties, degree of maturity, requirements. We need quantitative and qualitative studies of models. We want to get the whole range of models from first principles. One of these methodologies is the method of stochastization of one-step processes. As a result of application of themethodology totheinvestigatedphenomenawecanget more than one mathematical model(the wholefamily of models). We can specify the preferred methods of investigation for each model of the family. Thus, we are expandingthe range of methodsfor studyingthephenomenon underinvestigation. In this article, using RED algorithm as an example, we will illustrate different approaches to framework of the method of stochastization of one-step processes.