The main content of the book is devoted to the consideration of optimization methods without restrictions and with restrictions. The conditions for the regularity of restrictions, the theorems of F. John and Kuhn - Tanker, dual problems are considered. The application of mathematical programming to a large number of problems taken from the practice of various fields of technology and organization is shown. The book provides the necessary mathematical information.