Optimization and modeling in automated systems: works of the International Youth Scientific School (g.) Voronezh, October 23-24)", created by the team of authors, is a unique collection of scientific articles and studies devoted to modern methods and practices in the field of automated systems, optimization and modeling . This work is the result of the fruitful work of young scientists participating in the International Youth Scientific School, which took place in Voronezh and became a platform for the exchange of knowledge, innovations and fresh ideas in the field of automation and system analysis. This book is not just a collection of scientific articles, but a guide for those who are interested in advanced technologies and methods for improving the efficiency of automated systems. It deals in detail with the optimization of processes, the development of models for automated systems, as well as the introduction of modern algorithms in real conditions of industry, science and technology. The reader will find here both theoretical foundations and practical cases, which makes the book a valuable resource for engineers, researchers, technical students and anyone who seeks to understand how modern technology is changing our world. The book focuses on innovative approaches to modeling complex systems, using artificial intelligence and machine learning methods to improve the performance and reliability of automated processes. The authors reveal the intricacies of integrating various optimization methods, demonstrate examples of successful solutions and share the experience of introducing new technologies in real conditions. This approach makes the book especially relevant for those who want not only to get acquainted with the theory, but also to apply the knowledge gained in practice. The book "Optimization and modeling in automated systems" is perfect for young professionals, senior students, graduate students and teachers, as well as anyone who is interested in modern trends in the field of automation and system analysis. Its content is designed for readers with basic knowledge in mathematics, computer science and engineering, but it offers a fairly in-depth analysis and new ideas that will be useful even to experienced professionals. The style of presentation in the book is clear and accessible, which makes it easy to learn complex concepts and methods. The authors use modern scientific approaches, supporting their theses with relevant research and practical examples, which makes the book not only informative, but also inspiring for further research and development. If you are looking for a source of up-to-date information about the latest advances in automated systems, want to expand your knowledge in the field of modeling and optimization, or just interested in how modern technologies are changing the industry, this book will be a valuable assistant for you. It deserves the attention of those who appreciate the scientific approach, innovation and practical focus in solving engineering problems. In General, "Optimization and modeling in automated systems: the works of the International Youth Scientific School (g.) Voronezh, October 23-24) is not only a collection of scientific articles, but also a window into the future of automation, where young scientists share their discoveries and ideas, forming new horizons for the development of technologies. This book is an excellent choice for those who want to be aware of the latest scientific trends and apply them to create more effective and intelligent systems that change our world for the better.