Abstract
Genetic algorithms are used as a basis for many modern decision support systems. With their help it is possible to find the solutions in a shorter time in tasks with limited time. The paper describes the main principles of medical technology. The paper describes the main principles of medical technology, the structure of the medical process for the diagnosis of anemia, which occupies a prominent place in the structure of diseases. The modeling of medical and technological processes for supporting the adoption of medical solutions is described, a mathematical model of decision rules based on algorithms of the genetic type is developed. An algorithm for controlling the technological processes of screening and classification of anemia is proposed.