Page "Quadratic programming" Paragraph 24

If the constraints don't couple the variables too tightly, a relatively simple attack is to change the variables so that constraints are unconditionally satisfied.

For example, suppose ( generalizing to nonzero is straightforward ).

Looking at the constraint equations: