Jokes on them, the earth can stay a boiling lava pit for longer than they can stay in their bunkers.
Also, good luck trying to have people service and maintain your bunker system as you dictate their lives without any of them just trying to kill you.
It would be so much easier to just admit they have to work with the poors to keep the earth alive so everyone can live than just wipe out humanity and think they can outlast it