I have issues too (I think part of that may be due to the erratic sleep schedule in the Navy?)
The best natural solution, though not a magic pill by any means, I have found is taking Magnesium. Either Glycinate or Citrate (which will give you loose bowels). Plus Magnesium has all kinds of other health benefits, so even if it doesnt help so much with sleep its still a great thing to take regardless.