A method for optimal path generation includes generating a candidate path to be taken by a platform to move from a start point to a final point, splitting the candidate path into a preset number of sections, calculating a curvature variation of each of the sections, acquiring an optimal path parameter that minimizes a sum of the curvature variations, by changing a path parameter of the candidate path, and determining, as the candidate path corresponding to the optimal path parameter as an optimal path.