Brodie, Joshua; Daubechies, Ingrid; Mol, Christine De; … - arXiv.org - 2007
We consider the problem of portfolio selection within the classical Markowitz mean-variance framework, reformulated as a constrained least-squares regression problem. We propose to add to the objective function a penalty proportional to the sum of the absolute values of the portfolio weights....