subject to

Now, let's look at the average risk. Since we want to take the average over only the invested amount, a direct translation of this constraint is

This constraint is not linear, but we can cross multiply, and simplify to get the equivalent linear constraint:

Similarly we need

or

The final constraint is

Together with nonnegativity, this gives the entire formulation.

Mon Aug 24 16:30:59 EDT 1998