The basis of the theory and practice of artificial intelligence systems is primarily based on the concepts of formal systems based on classical logic, traditional methods of engineering knowledge. New approaches are being developed today: fuzzy logic, neural network models, genetic algorithms, multi agent (multi-agent) systems and artificial organizations