Before revision:  Beyond the critical ratio r=2 the variance cannot be optimized: the free energy surface becomes flat .
After revision:  We find that the \ell_1 regularization can eliminate at most half the assets from the portfolio, corresponding to this there is a critical ratio r=2 the variance cannot be optimized: the free energy surface becomes flat .