m_1
is convex; Therefore, r_1
is concave. Therefore A_1
consists of a mixture of constant (z
) and concave (1r_11). The DOP rules require the argument of norm
to be affine, which A_1
is not.Therefore, CVX does not allow constraint_2
to be formed.
However, because I don’t know how constraint_2
is used in your problem, I can’t say for sure that the problem is non-convex. Nevertheless, until you show your problem (which you have not shown it its entirety) is convex, I will assume it is not.