The manual outlines the basics of linear programming and the compilation of appropriate models, a graphical method and a simplex method for solving linear programming problems, gives the concept of duality, considers linear programming methods for integer and transport problems, game theory problems, parametric linear programming. Examples of linear optimization under conditions of uncertainty of stochastic and fuzzy nature are given, there is a set of exercises with answers.