Abstract Different industrial applications frequently use overhead cranes for moving and lifting huge loads. It applies to civil construction, metallurgical production, rivers, seaports. The primary purpose of this paper is control the motion/position crane using a PID controller Genetic Algorithms (GA) Bee (BA) as optimization tools. Moreover, Fuzzy Logic modified Controller applied obtain bet...