As Tony has said and to expand
Energy = IVt
so if it takes X much energy to boil a cup of water for your tea, if you have reduced the voltage, for the equation to work you have to increase the time. So still the same amount of energy used, nowt gained by using your optimiser except wasting you money.
In the words of Scotty "you canny change the laws of Physics."