Evolutionary mechanisms of biological systems. Genetic operators. Execution cycle of operators. Optimization of multi-criteria and non-linear functions with genetic algorithms. Fundamentals of genetic algorithms adjustment to the task. Fundamentals of genetic programming. Regression analysis using genetic programming. Fundamentals of intelligent agents and the potential of genetic programming in the intelligent-agent-based management.