As hottpeper said, only heat a fraction of the total you will use. And add that back to your other cold water.
I do 2 gallon batches. So, I make my sweet tea out of 1 quart of filtered water. If it's black tea, ~210F degrees for 10 mins. Green tea, ~180F for 5 mins.
I then add that one quart...