Principles and methods of evolutionary modeling are considered. Particular attention is paid to the main method of evolutionary modeling - the genetic algorithm. Specific examples of its application to solving various optimization problems are given. The monograph is intended for specialists in the field of information technology, as well as for students, undergraduates and graduate students studying in the areas of "Informatics and Computer Engineering," "Information Systems."