3. While I agree a large percentage of the homeless in Chicago are as you describe; it seems, at least from what I've read, SF contains a large enough percentage of homeless people that also seem to choose the lifestyle.
http://www.dailycal.org/2012/10/22/homeless-by-choice/
Read the comments for more insight into the mindset.