Population caps by fiat have always been terrible moves. Example: every country that's ever had them.

What counties have had population caps exactly, like the one proposed? I know China and Singapore tried to limit birth rates, otherwise some countries have various quotas/intake control for residencies, but those countries don't seem especially "failed", like Andorra or Singapore, not do they have "population caps".