Yes...definitely boil...depending on the recipe, anywhere from 15-60 minutes.
Others will give you all the reasons, but I highly recommend to check out How to Brew by John Palmer. Either purchase the book, or read it free online (http://www.howtobrew.com/). Just the first few pages are enough...