Adhesive for rubber feet?

Was wonder what's a good adhesive to use for the rubber feet on my laptop, specifically the 12-cell batt. Acciently slid it on my bed and the rubber feet came off, they still stick, but they fall off sometimes when they get rub against something. I'm looking for something that isn't hard to find, and cheap. I'm thinking super glu or elmers wood glue woudln't be a good idea to use to adhese rubber a plastic? Any thoughs and suggestions? Thanks