A Mean–variance Portfolio Selection Problem Subject to a Benchmark Constraint: an Existence Result

In this paper, we study a mean–variance portfolio selection problem that has a probabilistic benchmark constraint. This constraint changes the problem into a non-convex one but could be solved via the method of Lagrange multipliers, whose existence is crucial in the solution.