Using the method BESO (Bidirectional Evolutionary Structural Optimization), stiffness was maximized for geometrically nonlinear structures. A GUI (Graphical User Interface) was created to allow a quick setup of the optimization parameters. The usual linear formulation was extended to a more general case, where a linear-elastic material undergoes small strains but great displacements. A serie of optimal structures were obtained and validated.