We introduce a new algorithm, called the swapping algorithm, to approximate numerically the minimal and maximal expected inner product of two random vectors with given marginal distributions. As a direct application, the algorithm computes an approximation of the L2-Wasserstein distance between...

We study optimal investment strategies under the objective of maximizing the Omega ratio, proposed by Keating and Shadwick (2002) as an alternative to the Sharpe ratio for performance assessment of investment strategies. We show that in a standard set-up of the financial market the problem is...

Pourbabaee, Kwak, and Pirvu (2016) determine the constant-mix strategy that minimizes Capital at Risk (CaR) under a negative correlation constraint with a benchmark. We extend their result to any increasing law invariant objective function without condition on the sign of the correlation. In...