Theory of queues, or waiting lines, and Monte Carlo techniques are applied to problem of selecting optimal design of multi-purpose reservoir; simulation of reservoir system response to hydrologic inflows is performed on large scale electronic digital computer; statistical theory, especially theory of bivariate regression, plays large role in this study.