I have been dealing with this alt+tab problem for a long time. I have already checked keyboard shortcuts in the configuration panel but it still doesn't work.
I had this problem in Ubuntu 12.04, but since I installed 14.04 another problem appeared too. I can't add work spaces. I tried changing the number of work areas by right clicking in the desktop's miniature but it doesn't change.