Abstract
The direct gradient descent controller with genetic algorim is developed to slove a class of non-holonomic control problems. In this paper, we propose that genetic algorithm is used to optimize the control parameters of the direct gradient descent controller. We apply the controller to the four wheel vehicle trajectory control problem.