Negative Frequency dependence resulting from interspecific interactions is
considered a driving force in allowing the coexistence of competitors. Whil
e interactions between species and genotypes can also result in positive fr
equency dependence, positive frequency dependence has usually been credited
with hastening the extinction of rare types and is not thought to contribu
te to coexistence. In the present paper, we develop a stochastic cellular a
utomata model that allows us to vary the scale of frequency dependence and
the scale of dispersal. The results of this model indicate that positive fr
equency dependence will allow the coexistence of two species at a greater r
ate than would be expected from chance. This coexistence arises from the ge
neration of banding patterns that will be stable over long time-periods. As
a result, we found that positive frequency-dependent interactions over loc
al spatial scales promote coexistence over neutral interactions. This resul
t was robust to variation in boundary conditions within the simulation and
to variation in levels of disturbance. Under all conditions, coexistence is
enhanced as the strength of positive frequency-dependent interactions is i
ncreased.