Brodie, Joshua; Daubechies, Ingrid; De Mol, Christine; … - 2008
We consider the problem of portfolio selection within the classical Markowitz meanvariance framework, reformulated as a … absolute values of the portfolio weights. This penalty regularizes (stabilizes) the optimization problem, encourages sparse … that of the naive evenly-weighted portfolio which constitutes, as shown in recent literature, a very tough benchmark …