Risk Management Systems based on Risk Factor Scenario Generation are widely used by financial institutions, resource-based corporations, trading organizations, governments, and other users (referred to herein as institutions) for the purposes of risk characteristics' estimation, risk analysis and management, and portfolio optimization.