The book is devoted to the issues of "intelligent computing." It contains basic knowledge of genetic algorithms, evolutionary programming, fuzzy systems, as well as the connections of these directions with neural networks. For scientific and engineering workers in the field of computer science and computer technology engaged in the creation and use of intelligent systems, as well as graduate students and students of various specialties in the field of computer technology.