, where βP is the fraction in the benchmark portfolio. The risk will be 
. The objective is4Consider the simple problem of mixing the benchmark portfolio B with the risk-free portfolio F. The expected excess return will be , where βP is the fraction in the benchmark portfolio. The risk will be . The objective is
The first-order conditions are
The optimal solution will be βp = 1 when Eq. (4.12) holds.