Timothy and Rotor, thank you both very much for the feedback!
If I switch to Atlas track, do I have to use an Atlas power supply? I assume that the connector for my Bachmann power supply isn't compatible with the connector for Atlas. Is this correct?
Also, I found this Atlas power supply...