No. The idea of cockroaches being able to survive nuclear war is a myth. It takes a lot more radiation, and longer exposure time, to kill a cockroach. But they die all the same.
In a future, post-apocalyptic Los Angeles brought about by nuclear decimation, citizens must live in underground bunkers to protect themselves from radiation, mutants and bandits.