Stochastic models have been very successful in the area of population genetics for
modeling both gene evolution as well as gene genealogies. We will introduce simple
stochastic models, which have been widely used, and discuss modifications that have been
made to incorporate selection, mutation and recombination of genes as well as a spatial structure
of the population.