As the optimization objective, the volume of the transformer is defined as the cubical space occupied by the transformer [20]. The design variables include the winding turn number N and the four key dimensional parameters of the core, as a, b, d and h, which respectively stand for the width of the main flux path, the width of the window, the thickness of the core and half the height of the window of the transformer.