Genetic distance is the extent of gene differences between populations or species that is measured by some numerical quantity. The statistical and genetic properties of several typical distance measures will be classified into two groups, i. e., measures for population classification and measures for evolutionary study. Several basic mutation models, such as the infinite alleles mutation model, the stepwise mutation model, the mutation in nucleotide sequences model and so on, together with some parameters a...