Special case when linear/quadratic constraint is positive (semidefinite)

[pedromxavier]

If, for some reason $\mathbf{a}' \mathbf{x} \succ 0$ or $\mathbf{x}' \mathbf{Q} \mathbf{x} \succ 0$, we could just add them to the objective function without taking the square.