I leave my system turned on 24/7 unless I am going away for awhile. Yes I agree with the recent posts. SS equipment usually requires no warmup time as far as stability is concern but do require time to open up. Tubes may take much longer for stability. Also keep in mind the operating class of the amp. I feel that leaving the system left on all the time can help extend the use then turning on and off, whether this is true or not.
To answer you question, components first and amp last. When turning off it is the opposite.