You can certainly cook them but whether or not you would want to eat the result is questionable. Seriously, they are so tough and woody that they are practically inedible. Feed them to the goat then...
Yes, boiling is the most common method of cooking Brussels sprouts, you need to remove any dirty, damaged or discoloured outer leaves, wash them in cold salted water (the saly helps remove any bugs)...