The factor that could have allowed the population of black peppered moths to increase in the late 1800s is less predation.
This increase in population was largely due to the industrial revolution, which led to the darker coloration of the moths being favored as it provided better camouflage against pollution-darkened trees, thereby reducing predation by birds.