Linear and integer programming

Linear programming (simplex method, duality theory, sensitivity analysis, interior point methods, decomposition method), the theory of polyhedra (definition and dimension of polyhedra, the description of polyhedra using section, a description of polyhedra using points and extreme rays, polarity, polyhedra connection between linear and integer programs ), integer programming (theory of valid inequalities, valid inequalities for 0-1 knapsack polytope, valid inequalities for symmetric polytope of a traveling salesman, the Lagrangian relaxation and duality, branching and limiting using relaxation linear programming, generalized algorithms of cross-sectional plane).