Saddle problem and optimization problem as an integrated system

A parametric problem of convex programming and a linear optimization problem on a convex set are considered as an integrated system of problems. Properties of this system are studied, the sphere of its application is discussed, and methods for its solution are proposed. The convergence of the proposed methods is established.