[Abstract] This paper optimizes the topology of the rotor structure in interior permanent magnet type synchronous motors by the Genetic algorithm (GA) considering the concept of the cluster and the cleaning procedure of material. The difference between the concentrated and distributed stator windings, and between sinusoidal and rectangular current driving methods is investigated. Moreover, the effect of the kinds of magnet material and the fitness function is clarified.