provided a solution for this type of global optimization problem. The final algorithm was easily applicable to larger search spaces consisting of different maps and a variable number of robots. This simulation is a starting point for future research and implementation on an actual system. This research has provided some initial results for robot coordination and collaborative control. The results reinforce the validity of the method as well as the technique used for optimization of the solution. The speed at which a solution is obtained is also an attractive feature of this algorithm. The genetic algorithm technique for optimization provided a solution for this type of global optimization problem. The final algorithm was easily applicable to larger search spaces consisting of different maps and a variable number of robots. This simulation is a starting point for future research and implementation of an actual system.