Abstract: Permutation flow shop scheduling problems present an important class of sequencing problems in the realm of production planning. The study briefly reviews typical categories of the PFSSPs in accordance with a defined classification scheme of the particular problems. Subsequently, a review of frequent approaches and methods for PFSSP solving is treated. A final section of the study summarizes findings of this review that is mapping the field over field over the last 25 years.