Another solution of course would be to have no more than 1 child for every 1 person (i.e. 2 per couple), but that I guess is too radical.
Of course that would mean that the economy would collapse because older people are living longer, which would necessitate the discovery of scientific immortality to enable everyone to work, but that's a whole other issue.