You could , but its not optimal. Theres holes on the bottom of the coal baskets. If you mess around with the grates and positioning you could light them up that way with a fire starter.
But chimneys aren't too expensive. I got mine @ home depot for $12.99
It just makes your life easier. That way you can fpcus on making the best smoked meats!