In this paper, by employing two practical methods of multi-electrode design and tapered waveguide structure, compensation techniques to restore declining carrier density along the quantum dot semiconductor optical amplier's waveguide are investigated. In the multi-electrode method, the eects of distributing current via electrodes on the gain and the cross-gain modulation for two, three and four-electrode structures are studied. These characteristics are also investigated for the quantum dot semiconductor optical ampliers with a tapered waveguide structure for the rst time, including waveguides with dierent proles and width ratios. After due comparison between these two methods, optimum parameters of the two techniques will be used simultaneously along each other to form a combined method. Through these design developments, gain as the main feature of the quantum dot semiconductor optical ampliers continuously increases, though cross-gain modulator results show that there is a trade-o between the modulation eciency and improving structure capability of restoring carrier density.