  We give a simple proof of Strassen's theorem on stochastic dominance using
linear programming duality, without requiring measure-theoretic arguments. The
result extends to generalized inequalities using conic optimization duality and
provides an additional, intuitive optimization formulation for stochastic
dominance.
