Which method is the BEST way to divide participants into groups for an experiment?

Which method is the BEST way to divide participants into groups for an experiment?

dividing participants by hair color

allowing participants to choose which group to join

dividing participants by where their names fall on an alphabetic list

flipping a coin for each participant