Sorry for the delay in response guys. I want to thank you very very much for the input.
I asked a guy just out of curiosity at my Local Hobby Store and another customer overheard my question. He claimed to have success with Gorilla Glue Brand Super Glue. I was able to find it easily at the store. It was cheap so I thought I'd try it first and if it didn't work, go down the list of other suggestions. I cleaned the tracks as per your guys suggestion and gave it a try. It had a medium consistency and was very inconspicuous. Sure enough it bonded extremely strong. I had to really stretch the tracks to get them over the wheels and it didn't show any signs of breaking. Definitely something I'd recommend.
Again thanks so much for your responses. I hadn't thought of cleaning them but I guarantee that helped a lot!