The book "Methods of optimization: textbook and workshop for undergraduate and graduate students" by the authors Sukharev A. G. , Timokhova A. In. Fedorova V . In. is a unique and comprehensive resource that will become an indispensable assistant for students, graduate students and anyone interested in modern optimization methods in various fields of science and technology. This publication not only covers theoretical aspects, but also offers practical assignments, making it ideal for a deep understanding of the subject. From the first pages of the book, the reader plunges into the world of optimization, which examines key methods and approaches applied in various fields - from economics to engineering. The authors have carefully worked through the material to provide an accessible explanation of complex concepts such as linear and nonlinear programming, dynamic programming, and constraint optimization techniques. Each chapter contains examples from real practice, which allows you to better absorb the material and see how theoretical knowledge is applied in life. This book will be interesting not only for students, but also for teachers, researchers and practitioners working in the field of mathematical modeling, management and decision-making. It is suitable for those who are just beginning to get acquainted with the basics of optimization, and for more experienced readers who want to deepen their knowledge and skills. Undergraduate and graduate students, as well as professionals working in the fields of economics, logistics, information technology and engineering, will find in it many useful ideas and tools for their work. The topics raised in the book cover a wide range of issues: from the foundations of optimization theory to modern algorithms and software tools used to solve optimization problems. The authors emphasize the importance of choosing the right method depending on the specific task, which makes the book a practical guide for solving real problems. Readers will be able to learn how optimization can help in improving process efficiency, reducing costs, and improving the quality of decision-making. The style of the authors is distinguished by clarity and accessibility of presentation, which makes complex mathematical concepts understandable even for those who do not have deep knowledge in this field. Sukharev, Timokhov and Fedorov are experienced specialists who not only teach, but are also actively engaged in scientific research, which allows them to share current knowledge and practical skills. Their previous work has also been recognized in academia and has been highly appreciated for its practical focus and relevance. The book “Optimization Methods” will be an excellent addition to the library of any student or specialist seeking professional growth. It will not only expand the horizons of knowledge, but will also help develop the critical thinking and analytical skills necessary for successful work in modern conditions. If you are looking for a tutorial that combines theory and practice and also provides up-to-date knowledge in the field of optimization, then this edition is exactly what you need. Do not miss the opportunity to enrich your knowledge and skills by immersing yourself in the world of optimization methods together with Sukharev, Timokhov and Fedorov!