A NUMERICAL APPROXIMATION TO THE KANTOROVICH’S METRIC
This work presents a numerical approximation scheme to the Kantorovich’s metric between two probability density functions on the interval The scheme is based on a numerical approximation to solve the mass transfer problem on compact metric spaces through linear programming formulation. Some computational examples are presented for illustration. This work has significant scientific value since in different applications it is important to compare two probability distributions.
Kantorovich’s metric, mass transfer problem, transportation problem, linear programming.