Max Brooks did some college speaking about this that can be found on YouTube. He’s pretty funny.
“The bicycle is the best mode of transportation during the zombie apocalypse because the bicycle is the ONLY mode of transport that runs on FEAR.”
Riding a bicycle would prove that you are human, and you won’t get shot in the confusion.