Have the state become responsible for childbirth and child rearing.
People donate sperm and eggs then they just grow babies in artificial wombs and raise them in camps like orphelinages. This way you can adjust the birthrate to be whatever you need it to be. So if people are breeding more one year you reduce the number of artificial births to adjust.
Thoughts? Is there any reason why this wouldn't work?