Is it possible to control an underactive thyroid through diet and exersisie alone?

I don't want to go to the doctor but my thyroid is not working real well. Just curious if it could be controlled with out medication? I heard that iodine and selenium were both good for your thyroid. Want to know if that is true? I've never been on the medication for it and i'd prefer not to start if I can help it.