Both the laser head and the discharge circuit of a copper vapor laser (CVL) are optimizingly designed and determined for obtaining a maximum output by applying a global optimizing genetic algorithm. One way of increasing the laser output is to increase the input power (in which the peak voltage is primary) and to raise properly the wall-temperature while maintaining a smaller storage capacitor compared the experimental value.