Either use a humidifier to control the humidity in the room where you keep your guitars or keep it in the case when not playing and get a case humidifier.

I've also heard good things about the Planet Waves Humidipak, which is supposed to keep the case at ideal humidity, but I have not tried it personally, so I can't say whether it works or not.