This paper analyzes the optimwn control of stochastic processes. An investment model is used to introduce stochastic differential equations, interpret Ito's lemma, and derive Bellman's equation. An economic model of soil conservation where erosion is a stochastic process is then used to derive and interpret the stochastic maximum principle.
