Reliable evolutionary-based command input generator for a simple mobile manipulation task

This paper studies the possibility of using the evolutionary approach to determine dynamic control of mobile manipulators on which very little information is known. To determine the feasibility of the approach, an evolutionary algorithm is set according to the control problem. Simulation uses a simple trajectory following task and existing robots modeled by their dynamical characteristics. Adaptation of the algorithm according to performance is presented.