A Calculus of Variations Approach to Stochastic Control
arXiv:2509.01744
Abstract
We use classical tools from calculus of variations to formally derive necessary conditions for a Markov control to be optimal in a standard finite time horizon stochastic control problem. As an example, we solve the well-known Merton portfolio optimization problem.
7 pages