Geographic variation may ultimately lead to the splitting of a subdivided p
opulation into reproductively isolated units in spite of migration. Here, w
e consider how the waiting time until the first split and its location depe
nd on different evolutionary factors including mutation, migration, random
genetic drift, genetic architecture, and the geometric structure of the hab
itat. We perform large-scale, individual-based simulations using a simple m
odel of reproductive isolation based on a classical view that reproductive
isolation evolves as a by-product of genetic divergence. We show that rapid
parapatric speciation on the time scale of a few hundred to a few thousand
generations is plausible even when neighboring subpopulations exchange sev
eral individuals each generation. Divergent selection for local adaptation
is not required for rapid speciation. Our results substantiates the claims
that species with smaller range sizes (which are characterized by smaller l
ocal densities and reduced dispersal ability) should have higher speciation
rates. If mutation rate is small, local abundances are low, or substantial
genetic changes are required for reproductive isolation, then central popu
lations should be the place where most splits take place. With high mutatio
n rates, high local densities, or with moderate genetic changes sufficient
for reproductive isolation, speciation events are expected to involve mainl
y peripheral populations.