Analytical methods for solving problems of finding extremum of functions of many variables on the basis of necessary and sufficient conditions are considered. Numerical methods of zero, first and second orders of solving unconditional minimization problems, as well as numerical methods for searching for a conditional extremum, are presented. Etc. Each section summarizes the basic theoretical information, provides solutions to typical examples and problems for self-solution.