We propose a bi-objective formulation for the enhanced index tracking problem.
We show that this optimization model can be a reliable tool to support financial decisions.
We extend the Kernel Search heuristic to a bi-objective framework.
We show that the heuristic is significantly faster than the reference set computation.
We show that the heuristic provides an extremely accurate approximation of the reference set.