The monograph was written on the basis of research and lectures given by the author and for several years at the Moscow Institute of Steel and Alloys, the Moscow Institute of Physics and Technology and at a number of foreign universities. Models and methods of system analysis are considered, including decision-making at certainty, risk and fuzziness, collective and individual decision-making, multi-criteria and fuzzy optimization.