This paper aims at demonstrating possibilities of genetic algorithms application in speed controller design for a vector control of induction motor. The basic procedure to develop a genetic algorithm is described and the examples of its application using different quality criterions are introduced. Then a possibility to consider various disturbances in calculating optimal controller parameters, e.g. change of load torque is analysed. Finally, a possibility to use genetic algorithm for a design of parameters of IP speed controller is described.